461 Publikationen
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2025 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2993966Preventing Catastrophic Overfitting in Fast Adversarial Training: A Bi-level Optimization PerspectivePUB | DOI
Wang Z, Wang H, Tian C, Jin Y (2025)
In: Computer Vision – ECCV 2024. 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XXVIII. Leonardis A, Ricci E, Roth S, Russakovsky O, Sattler T, Varol G (Eds); Lecture Notes in Computer Science. Cham: Springer Nature Switzerland: 144-160. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2994209DeFedTL: A Decentralized Federated Transfer Learning Method for Fault DiagnosisPUB | DOI
Xu D, Liu Y, Wen G, Jin Y, Chai T, Yang T (2024)
IEEE Transactions on Industrial Informatics: 1-10. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986970Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multi-Objective OptimizationPUB | DOI | WoS
Song Z, Wang H, Xue B, Zhang M, Jin Y (2024)
IEEE Transactions on Evolutionary Computation: 1-1. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2993318A hypothetical defenses-based training framework for generating transferable adversarial examplesPUB | DOI
Hao L, Hao K, Jin Y, Zhao H (2024)
Knowledge-Based Systems: 112602. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2993317How CI Techniques Can Help in Addressing Climate Change [President's Message]PUB | DOI
Jin Y (2024)
IEEE Computational Intelligence Magazine 19(4): 3-4. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2993316Generative Large Language Models Explained [AI-eXplained]PUB | DOI
Yan X, Xiao Y, Jin Y (2024)
IEEE Computational Intelligence Magazine 19(4): 45-46. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2992080Distributed Optimization with Asynchronous Computation and Event-triggered CommunicationPUB | DOI
Dong Z, Jin Y, Mao S, Ren W, Du W, Tang Y (2024)
IEEE Transactions on Automatic Control: 1-16. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986969A Surrogate-Assisted Differential Evolution with Knowledge Transfer for Expensive Incremental Optimization ProblemsPUB | DOI | WoS
Liu Y, Liu J, Ding J, Yang S, Jin Y (2024)
IEEE Transactions on Evolutionary Computation: 1-1. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2991826A Hierarchical and Ensemble Surrogate-Assisted Evolutionary Algorithm With Model Reduction for Expensive Many-Objective OptimizationPUB | DOI
Yang Q-T, Li J-Y, Zhan Z-H, Jiang Y, Jin Y, Zhang J (2024)
IEEE Transactions on Evolutionary Computation: 1-1. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2991428Sparse Large-Scale Multiobjective Optimization by Identifying Nonzero Decision VariablesPUB | DOI | WoS
Wang X, Cheng R, Jin Y (2024)
IEEE Transactions on Systems, Man, and Cybernetics: Systems: 1-13. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2991628
Adaptive multi-stage evolutionary search for constrained multi-objective optimizationPUB | PDF | DOI
Li H, Jin Y, Cheng R (2024)
Complex & Intelligent Systems. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2991629Cross-modal hashing retrieval with compatible triplet representationPUB | DOI
Hao Z, Jin Y, Yan X, Wang C, Yang S, Ge H (2024)
Neurocomputing: 128293. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2991427Federated Bayesian optimization via compressed sensingPUB | DOI
Liu Q, Wu L, Jin Y (2024)
Information Sciences 681: 121148. -
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2991239Global and Cluster Structural Balance via a Priority Strategy Based Memetic AlgorithmPUB | DOI
Sun Y, Liu Z, Jin Y, Sun X, Cao Y, Yang J (2024)
IEEE Transactions on Emerging Topics in Computational Intelligence: 1-15. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988226
A graph neural network with negative message passing and uniformity maximization for graph coloringPUB | PDF | DOI | WoS
Wang X, Yan X, Jin Y (2024)
Complex & Intelligent Systems 10: 11 Seiten. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2990563Binary Spectral Clustering for Multi-view DataPUB | DOI
Yan X, Zhong G, Jin Y, Ke X, Xie F, Huang G (2024)
Information Sciences: 120899. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2989474A Multi-Stage Expensive Constrained Multi-Objective Optimization Algorithm Based on Ensemble Infill CriterionPUB | DOI
Wu H, Chen Q, Chen J, Jin Y, Ding J, Zhang X, Chai T (2024)
IEEE Transactions on Evolutionary Computation: 1-1. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987559An edge-aware graph autoencoder trained on scale-imbalanced data for traveling salesman problemsPUB | DOI | WoS
Liu S, Yan X, Jin Y (2024)
Knowledge-Based Systems: 111559. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2989439Neural Network-Based Dimensionality Reduction for Large-Scale Binary Optimization With Millions of VariablesPUB | DOI
Tian Y, Wang L, Yang S, Ding J, Jin Y, Zhang X (2024)
IEEE Transactions on Evolutionary Computation: 1-1. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2989325Surrogate information transfer and fusion in high-dimensional expensive optimization problemsPUB | DOI
Pang Y, Zhang S, Jin Y, Wang Y, Lai X, Song X (2024)
Swarm and Evolutionary Computation 88: 101586. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2989097DP-FSAEA: Differential Privacy for Federated Surrogate-Assisted Evolutionary AlgorithmsPUB | DOI
Yan Y, Wang X, Ligeti P, Jin Y (2024)
IEEE Transactions on Evolutionary Computation: 1-1. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988584An Enhanced Differential Grouping Method for Large-Scale Overlapping ProblemsPUB | DOI
Tian M, Chen M, Du W, Tang Y, Jin Y (2024)
IEEE Transactions on Evolutionary Computation: 1-1. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988508EvoX: A Distributed GPU-Accelerated Framework for Scalable Evolutionary ComputationPUB | DOI
Huang B, Cheng R, Li Z, Jin Y, Tan KC (2024)
IEEE Transactions on Evolutionary Computation: 1-1. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988180Constrained Multi-Objective Optimization With Deep Reinforcement Learning Assisted Operator SelectionPUB | DOI | WoS
Ming F, Gong W, Wang L, Jin Y (2024)
IEEE/CAA Journal of Automatica Sinica 11(4): 919-931. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986532Even Search in a Promising Region for Constrained Multi-Objective OptimizationPUB | DOI | WoS
Ming F, Gong W, Jin Y (2024)
IEEE/CAA Journal of Automatica Sinica 11(2): 474-486. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988376Diffusion Model-Based Multiobjective Optimization for Gasoline Blending SchedulingPUB | DOI
Fang W, Du W, He R, Tang Y, Jin Y, Yen GG (2024)
IEEE Computational Intelligence Magazine 19(2): 61-76. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988289Growing Neural Gas Network-based surrogate-assisted Pareto set learning for multimodal multi-objective optimizationPUB | DOI
Ming F, Gong W, Jin Y (2024)
Swarm and Evolutionary Computation 87: 101541. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988280Efficient adversarial training with multi-fidelity optimization for robust neural networkPUB | DOI
Wang Z, Wang H, Tian C, Jin Y (2024)
Neurocomputing: 127627. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988267Large-Scale Continuous-Time Crude Oil Scheduling: A Variable-Length Evolutionary Optimization ApproachPUB | DOI
Zhang W, Du W, Du W, He R, Jin Y (2024)
IEEE Transactions on Automation Science and Engineering: 1-16. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982949Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications, and Open IssuesPUB | DOI | WoS
Li N, Ma L, Yu G, Xue B, Zhang M, Jin Y (2024)
ACM Computing Surveys 56(2): 1-34. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988102Deep Reinforcement Learning Assisted Genetic Programming Ensemble Hyper-Heuristics for Dynamic Scheduling of Container Port TrucksPUB | DOI
Chen X, Bai R, Qu R, Dong J, Jin Y (2024)
IEEE Transactions on Evolutionary Computation: 1-1. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988103Surrogate-Assisted Evolutionary Multi-Objective Optimization of Medium-Scale Problems by Random Grouping and Sparse Gaussian ModelingPUB | DOI
Wu H, Jin Y, Gao K, Ding J, Cheng R (2024)
IEEE Transactions on Emerging Topics in Computational Intelligence: 1-16. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988030Computationally Expensive High-Dimensional Multiobjective Optimization via Surrogate-Assisted Reformulation and DecompositionPUB | DOI
Pan L, Lin J, Wang H, He C, Tan KC, Jin Y (2024)
IEEE Transactions on Evolutionary Computation: 1-1. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987810Model-Based Off-Policy Deep Reinforcement Learning With Model-EmbeddingPUB | DOI
Tan X, Qu C, Xiong J, Zhang J, Qiu X, Jin Y (2024)
IEEE Transactions on Emerging Topics in Computational Intelligence: 1-13. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987549FL-OTCSEnc: Towards secure federated learning with deep compressed sensingPUB | DOI
Wu L, Jin Y, Yan Y, Hao K (2024)
Knowledge-Based Systems 291: 111534. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987476Guest Editorial Special Issue on Learning Theories and Methods With Application to Digitized Process ManufacturingPUB | DOI
Qian F, Jin Y, Yu X, Tang Y, Marin GB (2024)
IEEE Transactions on Neural Networks and Learning Systems 35(3): 2914-2916. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987419A Surrogate-Assisted Expensive Constrained Multi-Objective Optimization Algorithm Based on Adaptive Switching of Acquisition FunctionsPUB | DOI
Wu H, Chen Q, Jin Y, Ding J, Chai T (2024)
IEEE Transactions on Emerging Topics in Computational Intelligence: 1-15. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987288IM-IAD: Industrial Image Anomaly Detection Benchmark in ManufacturingPUB | DOI
Xie G, Wang J, Liu J, Lyu J, Liu Y, Wang C, Zheng F, Jin Y (2024)
IEEE Transactions on Cybernetics: 1-14. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987055An Energy-Efficient Convolution-Based Partitioned Collaborative Perception Algorithm for Large-Scale IoT ServicesPUB | DOI
Yang Z, Zhang J, Jiang Y, Jin Y (2024)
IEEE Transactions on Industrial Informatics: 1-10. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987054Reinforcement Learning for Scalable Train Timetable Rescheduling With Graph RepresentationPUB | DOI
Yue P, Jin Y, Dai X, Feng Z, Cui D (2024)
IEEE Transactions on Intelligent Transportation Systems: 1-14. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986971A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization ProblemsPUB | DOI
Luo J, Dong Y, Liu Q, Zhu Z, Cao W, Tan KC, Jin Y (2024)
IEEE Transactions on Emerging Topics in Computational Intelligence: 1-16. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986078
Deep Industrial Image Anomaly Detection: A SurveyPUB | PDF | DOI | WoS
Liu J, Xie G, Wang J, Li S, Wang C, Zheng F, Jin Y (2024)
Machine Intelligence Research 21(1): 104-135. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986574An attentive Copula-based spatio-temporal graph model for multivariate time-series forecastingPUB | DOI
Qiu X, Qian J, Wang H, Tan X, Jin Y (2024)
Applied Soft Computing: 111324. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986443Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale Crude Oil SchedulingPUB | DOI
Zhang W, Du W, Yu G, He R, Du W, Jin Y (2024)
IEEE Transactions on Emerging Topics in Computational Intelligence: 1-15. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985956CIS-ing in an Uncertain World [President's Message]PUB | DOI
Jin Y (2024)
IEEE Computational Intelligence Magazine 19(1): 4-5. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983805Cross-modality Neuroimage Synthesis: A SurveyPUB | DOI | WoS
Xie G, Huang Y, Wang J, Lyu J, Zheng F, Zheng Y, Jin Y (2024)
ACM Computing Surveys 56(3): 1-28. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982169Robust Optimization Over Time: A Critical ReviewPUB | DOI | Download (ext.) | WoS
Yazdani D, Omidvar MN, Yazdani D, Branke J, Nguyen TT, Gandomi AH, Jin Y, Yao X (2023)
IEEE Transactions on Evolutionary Computation: 1-1. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2979669Federated Many-Task Bayesian OptimizationPUB | DOI | Download (ext.) | WoS
Zhu H, Wang X, Jin Y (2023)
IEEE Transactions on Evolutionary Computation: 1-1. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985020Secure Federated Evolutionary Optimization—A SurveyPUB | DOI | WoS
Liu Q, Yan Y, Jin Y, Wang X, Ligeti P, Yu G, Yan X (2023)
Engineering. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982907Pareto-Wise Ranking Classifier for Multi-Objective Evolutionary Neural Architecture SearchPUB | DOI | WoS
Ma L, Li N, Yu G, Geng X, Cheng S, Wang X, Huang M, Jin Y (2023)
IEEE Transactions on Evolutionary Computation: 1-1. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978325A Multi-agent Cooperative Learning System with Evolution of Social RolesPUB | DOI | Download (ext.) | WoS
Hou Y, Sun M, Zeng Y, Ong Y-S, Jin Y, Ge H, Zhang Q (2023)
IEEE Transactions on Evolutionary Computation: 1-14. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978327Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance AssessmentPUB | DOI | Download (ext.) | WoS
Lu Z, Cheng R, Jin Y, Tan KC, Deb K (2023)
IEEE Transactions on Evolutionary Computation: 1-1. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983299Surrogate-Assisted Evolutionary -Learning for Black-Box Dynamic Time-Linkage Optimization ProblemsPUB | DOI | WoS
Zhang T, Wang H, Yuan B, Jin Y, Yao X (2023)
IEEE Transactions on Evolutionary Computation 27(5): 1162-1176. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979758
Multi-task evolutionary optimization of multi-echelon location routing problems via a hierarchical fuzzy graphPUB | PDF | DOI | WoS
Yan X, Jin Y, Ke X, Hao Z (2023)
Complex & Intelligent Systems 9. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2980780
Tiny adversarial multi-objective one-shot neural architecture searchPUB | PDF | DOI | Download (ext.) | WoS
Xie G, Wang J, Yu G, Lyu J, Zheng F, Jin Y (2023)
Complex & Intelligent Systems 9. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983718Lightweight Structure-aware Transformer Network for Remote Sensing Image Change DetectionPUB | DOI | WoS
Lei T, Xu Y, Ning H, Lv Z, Min C, Jin Y, Nandi AK (2023)
IEEE Geoscience and Remote Sensing Letters: 1-1. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982935A self-adaptive dynamic multi-objective optimization algorithm based on transfer learning and elitism-based mutationPUB | DOI | WoS
Zhang X, Jin Y, Qian F (2023)
Neurocomputing: 126761. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985552Inverse distance weighting and radial basis function based surrogate model for high-dimensional expensive multi-objective optimizationPUB | DOI | WoS
Li F, Shang Z, Liu Y, Shen H, Jin Y (2023)
Applied Soft Computing: 111194. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985124A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-Driven Dynamic OptimizationPUB | DOI | WoS | PubMed | Europe PMC
Yang C, Ding J, Jin Y, Chai T (2023)
Evolutionary Computation 31(4): 433-458. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983502A Secure Federated Data-Driven Evolutionary Multi-Objective Optimization AlgorithmPUB | DOI | WoS
Liu Q, Yan Y, Ligeti P, Jin Y (2023)
IEEE Transactions on Emerging Topics in Computational Intelligence: 1-15. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985405Tree-shaped multiobjective evolutionary CNN for hyperspectral image classificationPUB | DOI
Zhang M, Liu L, Jin Y, Lei Z, Wang Z, Jiao L (2023)
Applied Soft Computing: 111176. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983757Surrogate-Assisted Many-Objective Optimization of Building Energy ManagementPUB | DOI | WoS
Liu Q, Lanfermann F, Rodemann T, Olhofer M, Jin Y (2023)
IEEE Computational Intelligence Magazine 18(4): 14-28. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983244Triple Change Detection Network via Joint Multi-frequency and Full-scale Swin-Transformer for Remote Sensing ImagesPUB | DOI | WoS
Xue D, Lei T, Yang S, Lv Z, Liu T, Jin Y, Nandi AK (2023)
IEEE Transactions on Geoscience and Remote Sensing: 1-1. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2984612
A comprehensive survey of robust deep learning in computer visionPUB | PDF | DOI | Download (ext.)
Liu J, Jin Y (2023)
Journal of Automation and Intelligence. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2984426Integrating Visual Perception With Decision Making in Neuromorphic Fault-Tolerant Quadruplet-Spike Learning FrameworkPUB | DOI
Yang S, Wang H, Pang Y, Jin Y, Linares-Barranco B (2023)
IEEE Transactions on Systems, Man, and Cybernetics: Systems: 1-13. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2984065Recent Advances in Bayesian OptimizationPUB | DOI | WoS
Wang X, Jin Y, Schmitt S, Olhofer M (2023)
ACM Computing Surveys 55(13S): 287. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982971An adaptive n-gram transformer for multi-scale scene text recognitionPUB | DOI | WoS
Yan X, Fang Z, Jin Y (2023)
Knowledge-Based Systems: 110964. -
2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2983916Adversarial Training of Deep Neural Networks Guided by Texture and Structural InformationPUB | DOI
Wang Z, Wang H, Tian C, Jin Y, El Saddik A, Mei T, Cucchiara R, Bertini M, Tobon Vallejo DP, Atrey PK, Hossain MS (2023)
In: Proceedings of the 31st ACM International Conference on Multimedia. New York, NY, USA: ACM: 4958-4967. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983734Design and analysis of helper-problem-assisted evolutionary algorithm for constrained multiobjective optimizationPUB | DOI | WoS
Zhang Y, Tian Y, Jiang H, Zhang X, Jin Y (2023)
Information Sciences 648: 119547. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2983444Efficient Surrogate Modeling Method for Evolutionary Algorithm to Solve Bilevel Optimization ProblemsPUB | DOI | WoS | PubMed | Europe PMC
Jiang H, Chou K, Tian Y, Zhang X, Jin Y (2023)
IEEE Transactions on Cybernetics . -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981615Optimized compressed sensing for communication efficient federated learningPUB | DOI | Download (ext.) | WoS
Wu L, Jin Y, Hao K (2023)
Knowledge-Based Systems: 110805. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983378Privacy-Preserving Federated Bayesian Optimization with Learnable NoisePUB | DOI
Liu Q, Yan Y, Jin Y (2023)
Information Sciences: 119739. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2983166Evolutionary Multi-Objective Bayesian Optimization Based on Multisource Online Transfer LearningPUB | DOI | WoS
Li H, Jin Y, Chai T (2023)
IEEE Transactions on Emerging Topics in Computational Intelligence . -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983214Linear Subspace Surrogate Modeling for Large-Scale Expensive Single/Multi-Objective OptimizationPUB | DOI
Si L, Zhang X, Tian Y, Yang S, Zhang L, Jin Y (2023)
IEEE Transactions on Evolutionary Computation: 1-1. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2982658Alleviating Search Bias in Bayesian Evolutionary Optimization With Many Heterogeneous ObjectivesPUB | DOI | Download (ext.) | WoS
Wang X, Jin Y, Schmitt S, Olhofer M (2023)
IEEE Transactions on Systems, Man, and Cybernetics: Systems: 1-13. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983126Guest Editorial: Special Issue on Security and Privacy in Machine LearningPUB | DOI
Luo W, Jin Y, Huang C (2023)
IEEE Transactions on Artificial Intelligence 4(5): 986-987. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983127PIVODL: Privacy-Preserving Vertical Federated Learning Over Distributed LabelsPUB | DOI
Zhu H, Wang R, Jin Y, Liang K (2023)
IEEE Transactions on Artificial Intelligence 4(5): 988-1001. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2982782Neural Architecture Search via Multi-Hashing Embedding and Graph Tensor Networks for Multilingual Text ClassificationPUB | DOI | WoS
Yan X, Huang H, Jin Y, Chen L, Liang Z, Hao Z (2023)
IEEE Transactions on Emerging Topics in Computational Intelligence . -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2980810An efficient evolutionary algorithm for high-speed train rescheduling under a partial station blockagePUB | DOI | Download (ext.) | WoS
Wang R, Zhang Q, Dai X, Yuan Z, Zhang T, Ding S, Jin Y (2023)
Applied Soft Computing 145: 110590. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979431Guest Editorial: Advanced Intelligent Manufacturing System: Theory, Algorithms, and Industrial ApplicationsPUB | DOI | WoS
Liu Q, Fan J, Zhang J-X, Jin Y (2023)
IEEE Transactions on Industrial Informatics 19(6): 7720-7723. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2982416Fedlabx: a practical and privacy-preserving framework for federated learningPUB | DOI | WoS
Yan Y, Kamel MBM, Zoltay M, Gal M, Hollos R, Jin Y, Peter L, Tenyi A (2023)
Complex & Intelligent Systems. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981362Decomposition-Based Multiobjective Optimization for Variable-Length Mixed-Variable Pareto Optimization and Its Application in Cloud Service AllocationPUB | DOI | Download (ext.) | WoS
Ma L, Liu Y, Yu G, Wang X, Mo H, Wang G-G, Jin Y, Tan Y (2023)
IEEE Transactions on Systems, Man, and Cybernetics: Systems: 1-14. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981804A Knowledge-Based Cooperative Co-Evolutionary Algorithm for Non-Contact Voltage MeasurementPUB | DOI | Download (ext.) | WoS
Li H, Ma C, Zhang C, Chen Q, He C, Jin Y (2023)
IEEE Transactions on Emerging Topics in Computational Intelligence: 1-14. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978326A Performance Indicator Based Infill Criterion for Expensive Multi-/Many-objective OptimizationPUB | DOI | Download (ext.) | WoS
Qin S, Sun C, Liu Q, Jin Y (2023)
IEEE Transactions on Evolutionary Computation: 1-1. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982281Reinforcement Learning for Online Dispatching Policy in Real-Time Train Timetable ReschedulingPUB | DOI
Yue P, Jin Y, Dai X, Feng Z, Cui D (2023)
IEEE Transactions on Intelligent Transportation Systems: 1-13. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981956Bi-fidelity evolutionary multiobjective search for adversarially robust deep neural architecturesPUB | DOI | WoS
Liu J, Cheng R, Jin Y (2023)
Neurocomputing 550: 126465. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981136A Multi-Factorial Evolutionary Algorithm With Asynchronous Optimization Processes for Solving the Robust Influence Maximization ProblemPUB | DOI | Download (ext.) | WoS
Wang S, Ding B, Jin Y (2023)
IEEE Computational Intelligence Magazine 18(3): 41-53. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979584Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy EnvironmentsPUB | DOI | Download (ext.) | WoS
Wu Y, Peng X, Wang H, Jin Y, Xu D (2023)
IEEE Transactions on Evolutionary Computation 27(3): 686-700. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2980955Automated pattern generation for swarm robots using constrained multi-objective genetic programmingPUB | DOI | WoS
Fan Z, Wang Z, Li W, Zhu X, Hu B, Zou A-M, Bao W, Gu M, Hao Z, Jin Y (2023)
Swarm and Evolutionary Computation 81: 101337. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2980536FedMed-GAN: Federated domain translation on unsupervised cross- modality brain image synthesisPUB | DOI | WoS
Wang J, Xie G, Huang Y, Lyu J, Zheng F, Zheng Y, Jin Y (2023)
Neurocomputing 546: 126282. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2979307DRL-Searcher: A Unified Approach to Multirobot Efficient Search for a Moving TargetPUB | DOI | WoS | PubMed | Europe PMC
Guo H, Peng Q, Cao Z, Jin Y (2023)
IEEE Transactions on Neural Networks and Learning Systems: 1-14. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979947A Surrogate-Assisted Evolutionary Framework With Regions of Interests-Based Data Selection for Expensive Constrained OptimizationPUB | DOI | Download (ext.) | WoS
Song Z, Wang H, Jin Y (2023)
IEEE Transactions on Systems, Man, and Cybernetics: Systems: 1-13. -
2023 | Zeitschriftenaufsatz | Im Druck | PUB-ID: 2978720Spike-Driven Multi-Scale Learning with Hybrid Mechanisms of Spiking DendritesPUB | DOI | Download (ext.) | WoS
Yang S, Pang Y, Wang H, Lei T, Pan J, Wang J, Jin Y (In Press)
Neurocomputing: 126240. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979725An adaptive Gaussian process based manifold transfer learning to expensive dynamic multi-objective optimizationPUB | DOI | WoS
Zhang X, Yu G, Jin Y, Qian F (2023)
NEUROCOMPUTING 538: 126212. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978320Elitism-based transfer learning and diversity maintenance for dynamic multi-objective optimizationPUB | DOI | Download (ext.) | WoS
Zhang X, Yu G, Jin Y, Qian F (2023)
Information Sciences 636: 118927. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978768A Generic Self-Supervised Framework of Learning Invariant Discriminative FeaturesPUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Ntelemis F, Jin Y, Thomas SA (2023)
IEEE Transactions on Neural Networks and Learning Systems: 1-15. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978681DRL Router: Distributional Reinforcement Learning-Based Router for Reliable Shortest Path ProblemsPUB | DOI | Download (ext.) | WoS
Guo H, Sheng W, Gao C, Jin Y (2023)
IEEE Intelligent Transportation Systems Magazine: 2-19. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978322A Self-Organizing IoT Service Perception Algorithm Based on Human Visual Direction-Sensitive SystemPUB | DOI | Download (ext.) | WoS
Yang Z, Zhang J, Jiang Y, Jin Y (2023)
IEEE Internet of Things Journal 10(7): 6193-6204. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978328
Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing ImagesPUB | PDF | DOI | Download (ext.) | WoS
Lei T, Geng X, Ning H, Lv Z, Gong M, Jin Y, Nandi AK (2023)
IEEE Transactions on Geoscience and Remote Sensing 61: 1-14. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978321Personalized Bayesian optimization for noisy problemsPUB | DOI | Download (ext.) | WoS
Wang X, Jin Y (2023)
Complex & Intelligent Systems. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978382Adaptive Prototypical Networks With Label Words and Joint Representation Learning for Few-Shot Relation ClassificationPUB | DOI | Download (ext.)
Xiao Y, Jin Y, Hao K (2023)
IEEE Transactions on Neural Networks and Learning Systems 34(3): 1406-1417. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978348
An environment-driven hybrid evolutionary algorithm for dynamic multi-objective optimization problemsPUB | PDF | DOI | Download (ext.)
Chen M, Guo Y, Jin Y, Yang S, Gong D, Yu Z (2023)
Complex & Intelligent Systems 9(1): 659-675. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978323Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary AlgorithmPUB | DOI | Download (ext.)
Tian Y, Pan J, Yang S, Zhang X, He S, Jin Y (2023)
IEEE Transactions on Artificial Intelligence 4(2): 268-281. -
2023 | Konferenzbeitrag | PUB-ID: 2978670Federated Bayesian for privacy-preserving neural architecture searchPUB
Liu S, Wang X, Jin Y (2023)
Presented at the Congress on Evolutionary Computation, Chicago, IL, USA. -
2023 | Konferenzbeitrag | PUB-ID: 2978333EMT-NAS: Transferring architectural knowledge between tasks from different datasetsPUB
Liao P, Jin Y, Du W (2023)
Presented at the The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023 (CVPR 2023), Vancouver, Canada. -
2023 | Konferenzbeitrag | PUB-ID: 2978539Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: GraphcorePUB
Xie G, Wang J, Liu J, Jin Y, Zheng F (2023)
Presented at the The Eleventh International Conference on Learning Representations (ICLR 2023). -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2969870Evolutionary multiobjective optimization via efficient sampling-based offspring generationPUB | DOI | WoS
He C, Li L, Cheng R, Jin Y (2023)
Complex & Intelligent Systems . -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2969872Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for MetaheuristicsPUB | DOI | WoS
Tian Y, Zhang X, He C, Tan KC, Jin Y (2023)
Chinese Journal of Electronics 32(1): 111-129. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2968288
Knowledge Transfer Based on Particle Filters for Multi-Objective OptimizationPUB | PDF | DOI | WoS
Wang X, Jin Y (2023)
Mathematical and Computational Applications 28(1): 14. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2969532A Surrogate-Assisted Two-Stage Differential Evolution for Expensive Constrained OptimizationPUB | DOI | WoS
Liu Y, Liu J, Jin Y, Li F, Zheng T (2023)
IEEE Transactions on Emerging Topics in Computational Intelligence . -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2969525Enhancing the Robustness of Networks Against Multiple Damage Models Using a Multifactorial Evolutionary AlgorithmPUB | DOI | WoS
Wang S, Jin Y, Cai M (2023)
IEEE Transactions on Systems, Man, and Cybernetics: Systems . -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2969196Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary AlgorithmPUB | DOI | WoS
Yang S, Wei H, Ma H, Tian Y, Zhang X, Cao Y, Jin Y (2023)
IEEE Transactions on Emerging Topics in Computational Intelligence . -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2968520A practical tutorial on solving optimization problems via PlatEMOPUB | DOI | WoS
Tian Y, Zhu W, Zhang X, Jin Y (2023)
Neurocomputing 518: 190-205. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2968517Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State MachinesPUB | DOI | WoS
Zhou Y, Jin Y, Sun Y, Ding J (2023)
IEEE Transactions on Emerging Topics in Computational Intelligence . -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978353Large-scale Multiobjective Optimization via Reformulated Decision Variable AnalysisPUB | DOI | Download (ext.) | WoS
He C, Cheng R, Li L, Tan KC, Jin Y (2022)
IEEE Transactions on Evolutionary Computation: 1-1. -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978346A Decomposition Method for Both Additively and Non-additively Separable ProblemsPUB | DOI | Download (ext.) | WoS
Chen M, Du W, Tang Y, Jin Y, Yen GG (2022)
IEEE Transactions on Evolutionary Computation: 1-1. -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978355Surrogate-Assisted Differential Evolution with Adaptive Multi-Subspace Search for Large-Scale Expensive OptimizationPUB | DOI | Download (ext.) | WoS
Gu H, Wang H, Jin Y (2022)
IEEE Transactions on Evolutionary Computation: 1-1. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978332Computational Modeling of Structural Synaptic Plasticity in Echo State NetworksPUB | DOI | Download (ext.)
Wang X, Jin Y, Hao K (2022)
IEEE Transactions on Cybernetics 52(10): 11254-11266. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978334A Gradient-Guided Evolutionary Approach to Training Deep Neural NetworksPUB | DOI | Download (ext.)
Yang S, Tian Y, He C, Zhang X, Tan KC, Jin Y (2022)
IEEE Transactions on Neural Networks and Learning Systems 33(9): 4861-4875. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978335Action Command Encoding for Surrogate-Assisted Neural Architecture SearchPUB | DOI | Download (ext.)
Tian Y, Peng S, Yang S, Zhang X, Tan KC, Jin Y (2022)
IEEE Transactions on Cognitive and Developmental Systems 14(3): 1129-1142. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978336Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective OptimizationPUB | DOI | Download (ext.)
Tian Y, Zhang Y, Su Y, Zhang X, Tan KC, Jin Y (2022)
IEEE Transactions on Cybernetics 52(9): 9559-9572. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978338Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional Expensive OptimizationPUB | DOI | Download (ext.)
Liu Y, Liu J, Jin Y (2022)
IEEE Transactions on Systems, Man, and Cybernetics: Systems 52(7): 4671-4684. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978339A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing ProblemsPUB | DOI | Download (ext.)
Xiang X, Tian Y, Zhang X, Xiao J, Jin Y (2022)
IEEE Transactions on Intelligent Transportation Systems 23(6): 5275-5286. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978340A Decision Variable Assortment-Based Evolutionary Algorithm for Dominance Robust Multiobjective OptimizationPUB | DOI | Download (ext.)
Liu J, Liu Y, Jin Y, Li F (2022)
IEEE Transactions on Systems, Man, and Cybernetics: Systems 52(5): 3360-3375. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978331An Enhanced Competitive Swarm Optimizer With Strongly Convex Sparse Operator for Large-Scale Multiobjective OptimizationPUB | DOI | Download (ext.)
Wang X, Zhang K, Wang J, Jin Y (2022)
IEEE Transactions on Evolutionary Computation 26(5): 859-871. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978330Interpretability-Based Multimodal Convolutional Neural Networks for Skin Lesion DiagnosisPUB | DOI | Download (ext.)
Wang S, Yin Y, Wang D, Wang Y, Jin Y (2022)
IEEE Transactions on Cybernetics 52(12): 12623-12637. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978329Image Clustering Using an Augmented Generative Adversarial Network and Information MaximizationPUB | DOI | Download (ext.)
Ntelemis F, Jin Y, Thomas SA (2022)
IEEE Transactions on Neural Networks and Learning Systems 33(12): 7461-7474. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978337A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization ProblemsPUB | DOI | Download (ext.)
Tian Y, Lu C, Zhang X, Cheng F, Jin Y (2022)
IEEE Transactions on Cybernetics 52(7): 6784-6797. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978341An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular ProblemsPUB | DOI | Download (ext.)
Liu Q, Jin Y, Heiderich M, Rodemann T, Yu G (2022)
IEEE Transactions on Cybernetics 52(5): 2698-2711. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978342Evolutionary Optimization of High-Dimensional Multiobjective and Many-Objective Expensive Problems Assisted by a Dropout Neural NetworkPUB | DOI | Download (ext.)
Guo D, Wang X, Gao K, Jin Y, Ding J, Chai T (2022)
IEEE Transactions on Systems, Man, and Cybernetics: Systems 52(4): 2084-2097. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978343Real-Time Federated Evolutionary Neural Architecture SearchPUB | DOI | Download (ext.)
Zhu H, Jin Y (2022)
IEEE Transactions on Evolutionary Computation 26(2): 364-378. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978344Ternary Compression for Communication-Efficient Federated LearningPUB | DOI | Download (ext.)
Xu J, Du W, Jin Y, He W, Cheng R (2022)
IEEE Transactions on Neural Networks and Learning Systems 33(3): 1162-1176. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978345Searching for Robustness Intervals in Evolutionary Robust OptimizationPUB | DOI | Download (ext.)
Du W, Song W, Tang Y, Jin Y, Qian F (2022)
IEEE Transactions on Evolutionary Computation 26(1): 58-72. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978347A self-exploratory competitive swarm optimization algorithm for large-scale multiobjective optimizationPUB | DOI | Download (ext.)
Qi S, Zou J, Yang S, Jin Y, Zheng J, Yang X (2022)
Information Sciences 609: 1601-1620. -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978351FEVERLESS: Fast and Secure Vertical Federated Learning based on XGBoost for Decentralized LabelsPUB | DOI | Download (ext.)
Wang R, Ersoy O, Zhu H, Jin Y, Liang K (2022)
IEEE Transactions on Big Data: 1-15. -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978349Evolving Dual-Threshold Bienenstock-Cooper-Munro Learning Rules in Echo State NetworksPUB | DOI | Download (ext.)
Wang X, Jin Y, Du W, Wang J (2022)
IEEE Transactions on Neural Networks and Learning Systems: 1-12. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978350Experience Sharing Based Memetic Transfer Learning for Multiagent Reinforcement LearningPUB | DOI | Download (ext.)
Wang T, Peng X, Jin Y, Xu D (2022)
Memetic Computing 14(1): 3-17. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978352Fault-tolerant adaptive tracking control of Euler-Lagrange systems – An echo state network approach driven by reinforcement learningPUB | DOI | Download (ext.)
Chen Q, Jin Y, Song Y (2022)
Neurocomputing 484: 109-116. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978354
Non-linear and multi-domain modelling of a permanent magnet linear synchronous machine for free piston engine generatorsPUB | PDF | DOI | Download (ext.)
Brosnan P, Tian G, Zhang H, Wu Z, Jin Y (2022)
Energy Conversion and Management: X 14: 100195. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978385Evolutionary Large-Scale Multi-Objective Optimization: A SurveyPUB | DOI | Download (ext.)
Tian Y, Si L, Zhang X, Cheng R, He C, Tan KC, Jin Y (2022)
ACM Computing Surveys 54(8): 1-34. -
2022 | Konferenzbeitrag | PUB-ID: 2978672FedMed-ATL: Misaligned unpaired brain image synthesis via affine transform lossPUB
Xie G, Wang J, Huang Y, Zheng Y, Zheng F, Jin Y (2022)
Presented at the The 30th ACM International Conference on Multimedia (ACM MM 2022), Lisbon, Portugal. -
2022 | Konferenzbeitrag | PUB-ID: 2978671Rethinking individual global max in cooperative multi-agent reinforcement learningPUB
Hong Y, Jin Y, Tang Y (2022)
Presented at the The Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, USA. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2967873A Survey on Knee-Oriented Multiobjective Evolutionary OptimizationPUB | DOI | WoS
Yu G, Ma L, Jin Y, Du W, Liu Q, Zhang H (2022)
IEEE Transactions on Evolutionary Computation 26(6): 1452-1472. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2967881A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy PlanningPUB | DOI | WoS
Tian Y, Feng Y, Wang C, Cao R, Zhang X, Pei X, Tan KC, Jin Y (2022)
IEEE Transactions on Evolutionary Computation 26(6): 1511-1525. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2967882A benchmark generator for online dynamic single-objective and multi-objective optimization problemsPUB | DOI | WoS
Xiang X, Tian Y, Cheng R, Zhang X, Yang S, Jin Y (2022)
Information Sciences 613: 591-608. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2966986A fast sampling based evolutionary algorithm for million-dimensional multiobjective optimizationPUB | DOI | WoS
Li L, He C, Cheng R, Li H, Pan L, Jin Y (2022)
Swarm and Evolutionary Computation 75: 101181. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2966974A model-based hybrid soft actor-critic deep reinforcement learning algorithm for optimal ventilator settingsPUB | DOI | WoS
Chen S, Qiu X, Tan X, Fang Z, Jin Y (2022)
Information Sciences 611: 47-64. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2966360Evolutionary Search for Complete Neural Network Architectures With Partial Weight SharingPUB | DOI | WoS
Zhang H, Jin Y, Hao K (2022)
IEEE Transactions on Evolutionary Computation (T-EVC) 26(5): 1072-1086. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2966363Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective OptimizationPUB | DOI | WoS
Tian Y, Chen H, Ma H, Zhang X, Tan KC, Jin Y (2022)
IEEE/CAA Journal of Automatica Sinica 9(10): 1801-1817. -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2964655Local Model-Based Pareto Front Estimation for Multiobjective OptimizationPUB | DOI | WoS
Tian Y, Si L, Zhang X, Tan KC, Jin Y (2022)
IEEE Transactions on Systems, Man, and Cybernetics: Systems . -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2964652Deep learning based brain tumor segmentation: a surveyPUB | DOI | WoS
Liu Z, Tong L, Chen L, Jiang Z, Zhou F, Zhang Q, Zhang X, Jin Y, Zhou H (2022)
Complex & Intelligent Systems. -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2964649Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective OptimizationPUB | DOI | WoS
Liu Q, Jin Y, Heiderich M, Rodemann T (2022)
IEEE Transactions on Systems, Man, and Cybernetics: Systems . -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964349Information maximization clustering via multi-view self-labellingPUB | DOI | WoS
Ntelemis F, Jin Y, Thomas SA (2022)
Knowledge-Based Systems 250: 109042. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964066A Cluster-Based Competitive Particle Swarm Optimizer with a Sparse Truncation Operator for Multi-Objective OptimizationPUB | DOI | WoS
Wang X, Zhang B, Wang J, Zhang K, Jin Y (2022)
Swarm and Evolutionary Computation 71: 101083. -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2963829Performance Indicator-Based Adaptive Model Selection for Offline Data-Driven Multiobjective Evolutionary OptimizationPUB | DOI | WoS | PubMed | Europe PMC
Liu Z, Wang H, Jin Y (2022)
IEEE Transactions on Cybernetics . -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2963471A fuzzy constraint handling technique for decomposition-based constrained multi- and many-objective optimizationPUB | DOI | WoS
Han D, Du W, Jin Y, Du W, Yu G (2022)
Information Sciences 597: 318-340. -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2963475Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable GroupingPUB | DOI | WoS | PubMed | Europe PMC
Bai H, Cheng R, Yazdani D, Tan KC, Jin Y (2022)
IEEE Transactions on Cybernetics . -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2963022Surrogate-assisted evolutionary optimization of expensive many-objective irregular problemsPUB | DOI | WoS
Liu Q, Jin Y, Heiderich M, Rodemann T (2022)
Knowledge-Based Systems 240: 108197. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2963021A latent batch-constrained deep reinforcement learning approach for precision dosing clinical decision supportPUB | DOI | WoS
Qiu X, Tan X, Li Q, Chen S, Ru Y, Jin Y (2022)
Knowledge-Based Systems 237: 107689. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2962699Sparse-attentive meta temporal point process for clinical decision supportPUB | DOI | WoS
Ru Y, Qiu X, Tan X, Chen B, Gao Y, Jin Y (2022)
Neurocomputing 485: 114-123. -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2962704Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective OptimizationPUB | DOI | WoS
Liu Q, Cheng R, Jin Y, Heiderich M, Rodemann T (2022)
IEEE Transactions on Systems, Man, and Cybernetics: Systems . -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2961885Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective OptimizationPUB | DOI | WoS
Tian Y, Li X, Ma H, Zhang X, Tan KC, Jin Y (2022)
IEEE Transactions on Emerging Topics in Computational Intelligence . -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2959765Hybrid attention-based transformer block model for distant supervision relation extractionPUB | DOI | WoS
Xiao Y, Jin Y, Cheng R, Hao K (2022)
Neurocomputing 470: 29-39. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978359An interpretable deep neural network for colorectal polyp diagnosis under colonoscopyPUB | DOI | Download (ext.)
Wang S, Yin Y, Wang D, Lv Z, Wang Y, Jin Y (2021)
Knowledge-Based Systems 234: 107568. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978360Regulated Morphogen Gradients for Target Surrounding and Adaptive Shape FormationPUB | DOI | Download (ext.)
Shirazi AR, Jin Y (2021)
IEEE Transactions on Cognitive and Developmental Systems 13(4): 818-826. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978361Transfer learning based surrogate assisted evolutionary bi-objective optimization for objectives with different evaluation timesPUB | DOI | Download (ext.)
Wang X, Jin Y, Schmitt S, Olhofer M, Allmendinger R (2021)
Knowledge-Based Systems 227: 107190. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2959044Transfer Learning Based Co-surrogate Assisted Evolutionary Bi-objective Optimization for Objectives with Non-uniform Evaluation TimesPUB | DOI | WoS | PubMed | Europe PMC
Wang X, Jin Y, Schmitt S, Olhofer M (2021)
Evolutionary computation 30(2): 221–251. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978363A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part BPUB | DOI | Download (ext.)
Yazdani D, Cheng R, Yazdani D, Branke J, Jin Y, Yao X (2021)
IEEE Transactions on Evolutionary Computation 25(4): 630-650. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978362A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part APUB | DOI | Download (ext.)
Yazdani D, Cheng R, Yazdani D, Branke J, Jin Y, Yao X (2021)
IEEE Transactions on Evolutionary Computation 25(4): 609-629. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978364Guest Editorial Special Issue on Deep Integration of Artificial Intelligence and Data Science for Process ManufacturingPUB | DOI | Download (ext.)
Qian F, Jin Y, Qin SJ, Sundmacher K (2021)
IEEE Transactions on Neural Networks and Learning Systems 32(8): 3294-3295. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978365Large-Scale Evolutionary Multiobjective Optimization Assisted by Directed SamplingPUB | DOI | Download (ext.)
Qin S, Sun C, Jin Y, Tan Y, Fieldsend J (2021)
IEEE Transactions on Evolutionary Computation 25(4): 724-738. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978366A Computationally Efficient Evolutionary Algorithm for Multiobjective Network Robustness OptimizationPUB | DOI | Download (ext.)
Wang S, Liu J, Jin Y (2021)
IEEE Transactions on Evolutionary Computation 25(3): 419-432. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978370Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural NetworksPUB | DOI | Download (ext.)
Tian Y, Lu C, Zhang X, Tan KC, Jin Y (2021)
IEEE Transactions on Cybernetics 51(6): 3115-3128. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978371Solving Many-Objective Optimization Problems via Multistage Evolutionary SearchPUB | DOI
Chen H, Cheng R, Pedrycz W, Jin Y (2021)
IEEE Transactions on Systems, Man, and Cybernetics: Systems 51(6): 3552-3564. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978372From federated learning to federated neural architecture search: a surveyPUB | DOI | Download (ext.)
Zhu H, Zhang H, Jin Y (2021)
Complex & Intelligent Systems 7(2): 639-657. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978373Efficient Evolutionary Search of Attention Convolutional Networks via Sampled Training and Node InheritancePUB | DOI
Zhang H, Jin Y, Cheng R, Hao K (2021)
IEEE Transactions on Evolutionary Computation 25(2): 371-385. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978374A Coevolutionary Framework for Constrained Multiobjective Optimization ProblemsPUB | DOI | Download (ext.)
Tian Y, Zhang T, Xiao J, Zhang X, Jin Y (2021)
IEEE Transactions on Evolutionary Computation 25(1): 102-116. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978357A federated data-driven evolutionary algorithmPUB | DOI
Xu J, Jin Y, Du W, Gu S (2021)
Knowledge-Based Systems 233: 107532. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978358A federated data-driven evolutionary algorithm for expensive multi-/many-objective optimizationPUB | DOI
Xu J, Jin Y, Du W (2021)
Complex & Intelligent Systems 7(6): 3093-3109. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978356A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective OptimizationPUB | DOI
Song Z, Wang H, He C, Jin Y (2021)
IEEE Transactions on Evolutionary Computation 25(6): 1013-1027. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978375A Multiobjective Evolutionary Algorithm for Finding Knee Regions Using Two Localized Dominance RelationshipsPUB | DOI
Yu G, Jin Y, Olhofer M (2021)
IEEE Transactions on Evolutionary Computation 25(1): 145-158. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978376A Survey of Deep Learning Applications to Autonomous Vehicle ControlPUB | DOI
Kuutti S, Bowden R, Jin Y, Barber P, Fallah S (2021)
IEEE Transactions on Intelligent Transportation Systems 22(2): 712-733. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978377Finding Influential Nodes in Multiplex Networks Using a Memetic AlgorithmPUB | DOI
Wang S, Liu J, Jin Y (2021)
IEEE Transactions on Cybernetics 51(2): 900-912. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978378Surrogate-Assisted Evolutionary Multitasking for Expensive Minimax Optimization in Multiple ScenariosPUB | DOI
Wang H, Feng L, Jin Y, Doherty J (2021)
IEEE Computational Intelligence Magazine 16(1): 34-48. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978379A Self-Adaptive Response Strategy for Dynamic Multiobjective Evolutionary Optimization Based on Objective Space DecompositionPUB | DOI
Liu R, Li J, Jin Y, Jiao L (2021)
Evolutionary Computation 29(4): 491-519. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978380A Survey of Evolutionary Algorithms for Multi-Objective Optimization Problems With Irregular Pareto FrontsPUB | DOI
Hua Y, Liu Q, Hao K, Jin Y (2021)
IEEE/CAA Journal of Automatica Sinica 8(2): 303-318. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978381A fast constrained state transition algorithmPUB | DOI
Zhou X, Tian J, Long J, Jin Y, Yu G, Yang C (2021)
Neurocomputing 455: 202-214. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978383Artificial intelligence in recommender systemsPUB | DOI
Zhang Q, Lu J, Jin Y (2021)
Complex & Intelligent Systems 7(1): 439-457. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978384Distributed additive encryption and quantization for privacy preserving federated deep learningPUB | DOI
Zhu H, Wang R, Jin Y, Liang K, Ning J (2021)
Neurocomputing 463: 309-327. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978386Federated learning on non-IID data: A surveyPUB | DOI
Zhu H, Xu J, Liu S, Jin Y (2021)
Neurocomputing 465: 371-390. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978387Multi-objective search of robust neural architectures against multiple types of adversarial attacksPUB | DOI
Liu J, Jin Y (2021)
Neurocomputing 453: 73-84. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978388Non-dominated sorting on performance indicators for evolutionary many-objective optimizationPUB | DOI
Wang H, Sun C, Zhang G, Fieldsend JE, Jin Y (2021)
Information Sciences 551: 23-38. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978389Offline data-driven evolutionary optimization based on tri-trainingPUB | DOI
Huang P, Wang H, Jin Y (2021)
Swarm and Evolutionary Computation 60: 100800. -
2021 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2978390Point AE-DCGAN: A deep learning model for 3D point cloud lossy geometry compressionPUB | DOI
Xu J, Fang Z, Gao Y, Ma S, Jin Y, Zhou H, Wang A (2021)
In: 2021 Data Compression Conference (DCC). Bilgin A, Marcellin MW, Serra-Sagrista J, Storer JA (Eds); IEEE: 379-379. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978391Synergies between synaptic and intrinsic plasticity in echo state networksPUB | DOI
Wang X, Jin Y, Hao K (2021)
Neurocomputing 432: 32-43. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978392Systematic evaluation of machine learning methods for identifying human–pathogen protein–protein interactionsPUB | DOI | Download (ext.)
Chen H, Li F, Wang L, Jin Y, Chi C-H, Kurgan L, Song J, Shen J (2021)
Briefings in Bioinformatics 22(3). -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978367A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization ProblemsPUB | DOI | Download (ext.)
Tian Y, Liu R, Zhang X, Ma H, Tan KC, Jin Y (2021)
IEEE Transactions on Evolutionary Computation 25(3): 405-418. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978368Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs)PUB | DOI | Download (ext.)
He C, Huang S, Cheng R, Tan KC, Jin Y (2021)
IEEE Transactions on Cybernetics 51(6): 3129-3142. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978369Paired Offspring Generation for Constrained Large-Scale Multiobjective OptimizationPUB | DOI | Download (ext.)
He C, Cheng R, Tian Y, Zhang X, Tan KC, Jin Y (2021)
IEEE Transactions on Evolutionary Computation 25(3): 448-462. -
2021 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2960436Solution Set Augmentation for Knee Identification in Multiobjective Decision AnalysisPUB | DOI | WoS | PubMed | Europe PMC
Yu G, Jin Y, Olhofer M, Liu Q, Du W (2021)
IEEE Transactions on Cybernetics . -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978401Introduction to the Special Issue on Nature-Inspired Optimization Methods in Fuzzy SystemsPUB | DOI
Jin Y (2020)
IEEE Transactions on Fuzzy Systems 28(6): 1019-1022. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978393Multiple-Solution Optimization Strategy for Multirobot Task AllocationPUB | DOI | Download (ext.)
Huang L, Ding Y, Zhou MC, Jin Y, Hao K (2020)
IEEE Transactions on Systems, Man, and Cybernetics: Systems 50(11): 4283-4294. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978394Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted AggregationPUB | DOI | Download (ext.)
Chen Y, Sun X, Jin Y (2020)
IEEE Transactions on Neural Networks and Learning Systems 31(10): 4229-4238. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978395Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State MachinesPUB | DOI | Download (ext.)
Zhou Y, Jin Y, Ding J (2020)
Neurocomputing 406: 12-23. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978397Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm OptimizerPUB | DOI | Download (ext.)
Tian Y, Zheng X, Zhang X, Jin Y (2020)
IEEE Transactions on Cybernetics 50(8): 3696-3708. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978396Benchmark Problems and Performance Indicators for Search of Knee Points in Multiobjective OptimizationPUB | DOI | Download (ext.)
Yu G, Jin Y, Olhofer M (2020)
IEEE Transactions on Cybernetics 50(8): 3531-3544. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978398Surrogate-Assisted Robust Optimization of Large-Scale Networks Based on Graph EmbeddingPUB | DOI | Download (ext.)
Wang S, Liu J, Jin Y (2020)
IEEE Transactions on Evolutionary Computation 24(4): 735-749. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978399Transfer stacking from low-to high-fidelity: A surrogate-assisted bi-fidelity evolutionary algorithmPUB | DOI | Download (ext.)
Wang H, Jin Y, Yang C, Jiao L (2020)
Applied Soft Computing 92: 106276. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978402An adaptive Bayesian approach to surrogate-assisted evolutionary multi-objective optimizationPUB | DOI | Download (ext.)
Wang X, Jin Y, Schmitt S, Olhofer M (2020)
Information Sciences 519: 317-331. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978404Evolving Local Plasticity Rules for Synergistic Learning in Echo State NetworksPUB | DOI | Download (ext.)
Wang X, Jin Y, Hao K (2020)
IEEE Transactions on Neural Networks and Learning Systems 31(4): 1363-1374. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978405Multi-Objective Evolutionary Federated LearningPUB | DOI | Download (ext.)
Zhu H, Jin Y (2020)
IEEE Transactions on Neural Networks and Learning Systems 31(4): 1310-1322. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978406Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance PredictorPUB | DOI | Download (ext.)
Sun Y, Wang H, Xue B, Jin Y, Yen GG, Zhang M (2020)
IEEE Transactions on Evolutionary Computation 24(2): 350-364. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978407Guiding Evolutionary Multiobjective Optimization With Generic Front ModelingPUB | DOI | Download (ext.)
Tian Y, Zhang X, Cheng R, He C, Jin Y (2020)
IEEE Transactions on Cybernetics 50(3): 1106-1119. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978408A Network Reduction-Based Multiobjective Evolutionary Algorithm for Community Detection in Large-Scale Complex NetworksPUB | DOI | Download (ext.)
Zhang X, Zhou K, Pan H, Zhang L, Zeng X, Jin Y (2020)
IEEE Transactions on Cybernetics 50(2): 703-716. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978410An improved random forest-based rule extraction method for breast cancer diagnosisPUB | DOI
Wang S, Wang Y, Wang D, Yin Y, Wang Y, Jin Y (2020)
Applied Soft Computing 86: 105941. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978411Immune-Endocrine System Inspired Hierarchical Coevolutionary Multiobjective Optimization Algorithm for IoT ServicePUB | DOI | Download (ext.)
Yang Z, Ding Y, Jin Y, Hao K (2020)
IEEE Transactions on Cybernetics 50(1): 164-177. -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978412A Gated Recurrent Unit based Echo State NetworkPUB | DOI | Download (ext.)
Wang X, Jin Y, Hao K (2020)
In: 2020 International Joint Conference on Neural Networks (IJCNN). IEEE: 1-7. -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978413EEG feature learning with Intrinsic Plasticity based Deep Echo State NetworkPUB | DOI | Download (ext.)
Fourati R, Ammar B, Jin Y, Alimi AM (2020)
In: 2020 International Joint Conference on Neural Networks (IJCNN). IEEE: 1-8. -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978414Evaluating Automatically Generated YARA Rules and Enhancing Their EffectivenessPUB | DOI | Download (ext.)
Naik N, Jenkins P, Cooke R, Gillett J, Jin Y (2020)
In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE: 1146-1153. -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978415HIME: Mining and Ensembling Heterogeneous Information for Protein-Protein Interactions PredictionPUB | DOI | Download (ext.)
Chen H, Jin Y, Wang L, Chi C-H, Shen J (2020)
In: 2020 International Joint Conference on Neural Networks (IJCNN). IEEE: 1-8. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978416Multi-surrogate multi-tasking optimization of expensive problemsPUB | DOI | Download (ext.)
Liao P, Sun C, Zhang G, Jin Y (2020)
Knowledge-Based Systems 205: 106262. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978417Robust Structural Balance in Signed Networks Using a Multiobjective Evolutionary AlgorithmPUB | DOI | Download (ext.)
Wang S, Liu J, Jin Y (2020)
IEEE Computational Intelligence Magazine 15(2): 24-35. -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978418Transfer learning for gaussian process assisted evolutionary bi-objective optimization for objectives with different evaluation timesPUB | DOI | Download (ext.)
Wang X, Jin Y, Schmitt S, Olhofer M, Coello Coello CA (2020)
In: Proceedings of the 2020 Genetic and Evolutionary Computation Conference (GECCO '20). New York, NY: ACM: 587-594. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978409A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma SystemsPUB | DOI
Wang H, Jin Y (2020)
IEEE Transactions on Cybernetics 50(2): 536-549. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978403An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization ProblemsPUB | DOI | Download (ext.)
Tian Y, Zhang X, Wang C, Jin Y (2020)
IEEE Transactions on Evolutionary Computation 24(2): 380-393. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978420Multidirectional Prediction Approach for Dynamic Multiobjective Optimization ProblemsPUB | DOI | Download (ext.)
Rong M, Gong D, Zhang Y, Jin Y, Pedrycz W (2019)
IEEE Transactions on Cybernetics 49(9): 3362-3374. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978419Accelerating Large-Scale Multiobjective Optimization via Problem ReformulationPUB | DOI | Download (ext.)
He C, Li L, Tian Y, Zhang X, Cheng R, Jin Y, Yao X (2019)
IEEE Transactions on Evolutionary Computation 23(6): 949-961. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978421Multimodal Optimization Enhanced Cooperative Coevolution for Large-Scale OptimizationPUB | DOI | Download (ext.)
Peng X, Jin Y, Wang H (2019)
IEEE Transactions on Cybernetics 49(9): 3507-3520. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978422A Clustering-Based Adaptive Evolutionary Algorithm for Multiobjective Optimization With Irregular Pareto FrontsPUB | DOI | Download (ext.)
Hua Y, Jin Y, Hao K (2019)
IEEE Transactions on Cybernetics 49(7): 2758-2770. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978423An adaptive decomposition-based evolutionary algorithm for many-objective optimizationPUB | DOI | Download (ext.)
Han D, Du W, Du W, Jin Y, Wu C (2019)
Information Sciences 491: 204-222. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978424Echo state networks regulated by local intrinsic plasticity rules for regressionPUB | DOI | Download (ext.)
Wang X, Jin Y, Hao K (2019)
Neurocomputing 351: 111-122. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978425Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation ProcessesPUB | DOI | Download (ext.)
Yang C, Ding J, Jin Y, Wang C, Chai T (2019)
IEEE Transactions on Automation Science and Engineering 16(3): 1046-1057. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978427Stacking-based ensemble learning of decision trees for interpretable prostate cancer detectionPUB | DOI | Download (ext.)
Wang Y, Wang D, Geng N, Wang Y, Yin Y, Jin Y (2019)
Applied Soft Computing 77: 188-204. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978426Guest Editorial: Special Issue on Computational Intelligence in Data-Driven OptimizationPUB | DOI
Sun C, Wang H, Du W, Jin Y (2019)
IEEE Transactions on Emerging Topics in Computational Intelligence 3(2): 90-92. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978428Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive ProblemsPUB | DOI | Download (ext.)
Guo D, Jin Y, Ding J, Chai T (2019)
IEEE Transactions on Cybernetics 49(3): 1012-1025. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978429A performance-driven multi-algorithm selection strategy for energy consumption optimization of sea-rail intermodal transportationPUB | DOI | Download (ext.)
Fan Q, Jin Y, Wang W, Yan X (2019)
Swarm and Evolutionary Computation 44: 1-17. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978430A tree ensemble-based two-stage model for advanced-stage colorectal cancer survival predictionPUB | DOI | Download (ext.)
Wang Y, Wang D, Ye X, Wang Y, Yin Y, Jin Y (2019)
Information Sciences 474: 106-124. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978431Particle swarm optimization for network-based data classificationPUB | DOI | Download (ext.)
Carneiro MG, Cheng R, Zhao L, Jin Y (2019)
Neural Networks 110: 243-255. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978433Evolutionary Multiobjective Blocking Lot-Streaming Flow Shop Scheduling With Machine BreakdownsPUB | DOI | Download (ext.)
Han Y, Gong D, Jin Y, Pan Q (2019)
IEEE Transactions on Cybernetics 49(1): 184-197. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978434High-Dimensional Robust Multi-Objective Optimization for Order Scheduling: A Decision Variable Classification ApproachPUB | DOI | Download (ext.)
Du W, Zhong W, Tang Y, Du W, Jin Y (2019)
IEEE Transactions on Industrial Informatics 15(1): 293-304. -
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978436Evolutionary Optimization of Liquid State Machines for Robust LearningPUB | DOI | Download (ext.)
Zhou Y, Jin Y, Ding J (2019)
In: Advances in Neural Networks – ISNN 2019. 16th International Symposium on Neural Networks, ISNN 2019, Moscow, Russia, July 10–12, 2019, Proceedings, Part I. Lu H, Tang H, Wang Z (Eds); Lecture Notes in Computer Science, 11554. Cham: Springer International Publishing: 389-398. -
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978437Garteur AD/AG-52: Surrogate-Based Global Optimization Methods in Preliminary Aerodynamic DesignPUB | DOI | Download (ext.)
Andrés-Pérez E, González-Juarez D, Martin M, Iuliano E, Cinquegrana D, Carrier G, Peter J, Bailly D, Amoignon O, Dvorak P, Funes D, et al. (2019)
In: Evolutionary and Deterministic Methods for Design Optimization and Control With Applications to Industrial and Societal Problems. Andrés-Pérez E, González LM, Periaux J, Gauger N, Quagliarella D, Giannakoglou K (Eds); Computational Methods in Applied Sciences, 49. Cham: Springer International Publishing: 195-210. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978448A Bio-Inspired Self-Learning Coevolutionary Dynamic Multiobjective Optimization Algorithm for Internet of Things ServicesPUB | DOI | Download (ext.)
Yang Z, Jin Y, Hao K (2019)
IEEE Transactions on Evolutionary Computation 23(4): 675-688. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978451A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective OptimizationPUB | DOI | Download (ext.)
Tian Y, Cheng R, Zhang X, Su Y, Jin Y (2019)
IEEE Transactions on Evolutionary Computation 23(2): 331-345. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978455Data-Driven Evolutionary Optimization: An Overview and Case StudiesPUB | DOI | Download (ext.)
Jin Y, Wang H, Chugh T, Guo D, Miettinen K (2019)
IEEE Transactions on Evolutionary Computation 23(3): 442-458. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978463Offline Data-Driven Evolutionary Optimization Using Selective Surrogate EnsemblesPUB | DOI | Download (ext.)
Wang H, Jin Y, Sun C, Doherty J (2019)
IEEE Transactions on Evolutionary Computation 23(2): 203-216. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978479A hybrid instance-intensive workflow scheduling method in private cloud environmentPUB | DOI | Download (ext.)
Ye X, Li J, Liu S, Liang J, Jin Y (2019)
Natural Computing 18(4): 735-746. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978482A proactive scheduling approach to steel rolling process with stochastic machine breakdownPUB | DOI | Download (ext.)
Wang D-J, Liu F, Jin Y (2019)
Natural Computing 18(4): 679-694. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978495Generalized Multitasking for Evolutionary Optimization of Expensive ProblemsPUB | DOI | Download (ext.)
Ding J, Yang C, Jin Y, Chai T (2019)
IEEE Transactions on Evolutionary Computation 23(1): 44-58. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978503A dynamic SVR–ARMA model with improved fruit fly algorithm for the nonlinear fiber stretching processPUB | DOI | Download (ext.)
Guo F, Ren L, Jin Y, Ding Y (2019)
Natural Computing 18(4): 747-756. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978449A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective OptimizationPUB | DOI
Pan L, He C, Tian Y, Wang H, Zhang X, Jin Y (2019)
IEEE Transactions on Evolutionary Computation 23(1): 74-88. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978461Multiobjective Infill Criterion Driven Gaussian Process-Assisted Particle Swarm Optimization of High-Dimensional Expensive ProblemsPUB | DOI | Download (ext.)
Tian J, Tan Y, Zeng J, Sun C, Jin Y (2019)
IEEE Transactions on Evolutionary Computation 23(3): 459-472. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978432A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimizationPUB | DOI | Download (ext.)
Jiao R, Zeng S, Li C, Jiang Y, Jin Y (2019)
Information Sciences 471: 80-96. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978435Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation in Mineral ProcessingPUB | DOI | Download (ext.)
Ding J, Yang C, Xiao Q, Chai T, Jin Y (2018)
IEEE Transactions on Emerging Topics in Computational Intelligence: 1-13. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978438A Generic Test Suite for Evolutionary Multifidelity OptimizationPUB | DOI | Download (ext.)
Wang H, Jin Y, Doherty J (2018)
IEEE Transactions on Evolutionary Computation 22(6): 836-850. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978439An improved support vector machine-based diabetic readmission predictionPUB | DOI | Download (ext.)
Cui S, Wang D, Wang Y, Yu P-W, Jin Y (2018)
Computer Methods and Programs in Biomedicine 166: 123-135. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978440An Extended Reinforcement Learning Framework to Model Cognitive Development With Enactive Pattern RepresentationPUB | DOI | Download (ext.)
Xie Z, Jin Y (2018)
IEEE Transactions on Cognitive and Developmental Systems 10(3): 738-750. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978441An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better VersatilityPUB | DOI | Download (ext.)
Tian Y, Cheng R, Zhang X, Cheng F, Jin Y (2018)
IEEE Transactions on Evolutionary Computation 22(4): 609-622. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978442Surrogate-assisted hierarchical particle swarm optimizationPUB | DOI | Download (ext.)
Yu H, Tan Y, Zeng J, Sun C, Jin Y (2018)
Information Sciences 454-455: 59-72. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978444Feature selection for high-dimensional classification using a competitive swarm optimizerPUB | DOI | Download (ext.)
Gu S, Cheng R, Jin Y (2018)
Soft Computing 22(3): 811-822. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978447Guest Editorial Evolutionary Many-Objective OptimizationPUB | DOI | Download (ext.)
Jin Y, Miettinen K, Ishibuchi H (2018)
IEEE Transactions on Evolutionary Computation 22(1): 1-2. -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978450A Method for a Posteriori Identification of Knee Points Based on Solution DensityPUB | DOI
Yu G, Jin Y, Olhofer M (2018)
In: 2018 IEEE Congress on Evolutionary Computation (CEC). IEEE: 1-8. -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978467Semi-supervised learning assisted particle swarm optimization of computationally expensive problemsPUB | DOI
Sun C, Jin Y, Tan Y, Takadama K (2018)
In: Proceedings of the Genetic and Evolutionary Computation Conference. Aguirre H (Ed); New York, NY: ACM: 45-52. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978457Evolutionary multi-objective optimization based ensemble autoencoders for image outlier detectionPUB | DOI | Download (ext.)
Chen Z, Yeo CK, Lee BS, Lau CT, Jin Y (2018)
Neurocomputing 309: 192-200. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978452A competitive mechanism based multi-objective particle swarm optimizer with fast convergencePUB | DOI
Zhang X, Zheng X, Cheng R, Qiu J, Jin Y (2018)
Information Sciences 427: 63-76. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978453A fitness approximation assisted competitive swarm optimizer for large scale expensive optimization problemsPUB | DOI | Download (ext.)
Sun C, Ding J, Zeng J, Jin Y (2018)
Memetic Computing 10(2): 123-134. -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978458Hierarchical Surrogate-Assisted Evolutionary Multi-Scenario Airfoil Shape OptimizationPUB | DOI | Download (ext.)
Wang H, Doherty J, Jin Y (2018)
In: 2018 IEEE Congress on Evolutionary Computation (CEC). IEEE: 1-8. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978459Incremental data-driven optimization of complex systems in nonstationary environmentsPUB | DOI
Yang C, Ding J, Jin Y, Chai T (2018)
Science China Information Sciences 61(12): 129205. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978460Morphogen diffusion algorithms for tracking and herding using a swarm of kilobotsPUB | DOI | Download (ext.)
Oh H, Shiraz AR, Jin Y (2018)
Soft Computing 22(6): 1833-1844. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978464On the Effectiveness of Sampling for Evolutionary Optimization in Noisy EnvironmentsPUB | DOI | Download (ext.)
Qian C, Yu Y, Tang K, Jin Y, Yao X, Zhou Z-H (2018)
Evolutionary Computation 26(2): 237-267. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978465Prediction of Physical Properties of Crude Oil Based on Ensemble Random Weights Neural NetworkPUB | DOI | Download (ext.)
Lu J, Ding J, Liu C, Jin Y (2018)
IFAC-PapersOnLine 51(18): 655-660. -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978466Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization ProblemsPUB | DOI
Tian Y, Xiang X, Zhang X, Cheng R, Jin Y (2018)
In: 2018 IEEE Congress on Evolutionary Computation (CEC). IEEE: 1-6. -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978469Use of Global Drag Rise Boundaries to Investigate Ill-Posed Transonic Airfoil OptimizationPUB | DOI
Doherty JJ, Wang H, Jin Y (2018)
In: 2018 Applied Aerodynamics Conference. Reston, Virginia: American Institute of Aeronautics and Astronautics. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978443A two-stage R2 indicator based evolutionary algorithm for many-objective optimizationPUB | DOI
Li F, Cheng R, Liu J, Jin Y (2018)
Applied Soft Computing 67: 245-260. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978446A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective OptimizationPUB | DOI
Chugh T, Jin Y, Miettinen K, Hakanen J, Sindhya K (2018)
IEEE Transactions on Evolutionary Computation 22(1): 129-142. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978445A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective OptimizationPUB | DOI | Download (ext.)
Zhang X, Tian Y, Cheng R, Jin Y (2018)
IEEE Transactions on Evolutionary Computation 22(1): 97-112. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978489Conference Report on 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016) [Conference Reports]PUB | DOI | Download (ext.)
Jin Y, Kollias S (2017)
IEEE Computational Intelligence Magazine 12(2): 18-19. -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978454Comparisons of different kernels in Kriging-assisted evolutionary expensive optimizationPUB | DOI | Download (ext.)
Tian J, Sun C, Zeng J, Yu H, Tan Y, Jin Y (2017)
In: 2017 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE: 1-8. -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978456Enhancing classification of mass spectrometry imaging data with deep neural networksPUB | DOI | Download (ext.)
Thomas SA, Jin Y, Bunch J, Gilmore IS (2017)
In: 2017 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE: 1-8. -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978462Nature-Inspired Graph Optimization for Dimensionality ReductionPUB | DOI | Download (ext.)
Carneiro MG, Cupertino TH, Cheng R, Jin Y, Zhao L (2017)
In: 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI). IEEE: 1113-1119. -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978468Two-stage assortative mating for multi-objective multifactorial evolutionary optimizationPUB | DOI | Download (ext.)
Yang C, Ding J, Tan KC, Jin Y (2017)
In: 2017 IEEE 56th Annual Conference on Decision and Control (CDC). IEEE: 76-81. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978470An efficient method for online detection of polychronous patterns in spiking neural networksPUB | DOI | Download (ext.)
Chrol-Cannon J, Jin Y, Grüning A (2017)
Neurocomputing 267: 644-650. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978471Test Problems for Large-Scale Multiobjective and Many-Objective OptimizationPUB | DOI | Download (ext.)
Cheng R, Jin Y, Olhofer M, sendhoff B (2017)
IEEE Transactions on Cybernetics 47(12): 4108-4121. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978472A Many-Objective Evolutionary Algorithm Using A One-by-One Selection StrategyPUB | DOI | Download (ext.)
Liu Y, Gong D, Sun J, Jin Y (2017)
IEEE Transactions on Cybernetics 47(9): 2689-2702. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978474Multi-train: A semi-supervised heterogeneous ensemble classifierPUB | DOI | Download (ext.)
Gu S, Jin Y (2017)
Neurocomputing 249: 202-211. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978498Special issue on “Data-driven evolutionary optimization”PUB | DOI | Download (ext.)
Jin Y, Ding J (2017)
Soft Computing 21(20): 5867-5868. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978499Surrogate-assisted multicriteria optimization: Complexities, prospective solutions, and business casePUB | DOI | Download (ext.)
Allmendinger R, Emmerich MTM, Hakanen J, Jin Y, Rigoni E (2017)
Journal of Multi-Criteria Decision Analysis 24(1-2): 5-24. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978500Thematic issue on “bio-inspired learning for data analysis”PUB | DOI | Download (ext.)
Jin Y, Ding J, Ding Y (2017)
Memetic Computing 9(1): 1-2. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978476Diversity Assessment in Many-Objective OptimizationPUB | DOI | Download (ext.)
Wang H, Jin Y, Yao X (2017)
IEEE Transactions on Cybernetics 47(6): 1510-1522. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978477A Strategy for Self-Organized Coordinated Motion of a Swarm of Minimalist RobotsPUB | DOI | Download (ext.)
Shirazi AR, Jin Y (2017)
IEEE Transactions on Emerging Topics in Computational Intelligence 1(5): 326-338. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978480A multi-objective approach to robust optimization over time considering switching costPUB | DOI | Download (ext.)
Huang Y, Ding Y, Hao K, Jin Y (2017)
Information Sciences 394-395: 183-197. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978481A multi-objective evolutionary algorithm guided by directed search for dynamic schedulingPUB | DOI | Download (ext.)
Wang D-J, Liu F, Jin Y (2017)
Computers & Operations Research 79: 279-290. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978483A radial space division based evolutionary algorithm for many-objective optimizationPUB | DOI | Download (ext.)
He C, Tian Y, Jin Y, Zhang X, Pan L (2017)
Applied Soft Computing 61: 603-621. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978484
A time series driven decomposed evolutionary optimization approach for reconstructing large-scale gene regulatory networks based on fuzzy cognitive mapsPUB | PDF | DOI | Download (ext.)
Liu J, Chi Y, Zhu C, Jin Y (2017)
BMC Bioinformatics 18(1): 241. -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978486Augmented windows fuzzy firewall for preventing denial of service attackPUB | DOI | Download (ext.)
Naik N, Jenkins P, Cooke R, Ball D, Foster A, Jin Y (2017)
In: 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE: 1-6. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978487Bio-inspired self-organising multi-robot pattern formation: A reviewPUB | DOI | Download (ext.)
Oh H, Ramezan Shirazi A, Sun C, Jin Y (2017)
Robotics and Autonomous Systems 91: 83-100. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978488Classifier ensembles for image identification using multi-objective Pareto featuresPUB | DOI | Download (ext.)
Albukhanajer WA, Jin Y, Briffa JA (2017)
Neurocomputing 238: 316-327. -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978491Efficient nonlinear correlation detection for decomposed search in evolutionary multi-objective optimizationPUB | DOI | Download (ext.)
Wang H, Jin Y (2017)
In: 2017 IEEE Congress on Evolutionary Computation (CEC). IEEE: 649-656. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978493Endocrine-based coevolutionary multi-swarm for multi-objective workflow scheduling in a cloud systemPUB | DOI | Download (ext.)
Yao G, Ding Y, Jin Y, Hao K (2017)
Soft Computing 21(15): 4309-4322. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978494Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference ArticulationPUB | DOI | Download (ext.)
Cheng R, Rodemann T, Fischer M, Olhofer M, Jin Y (2017)
IEEE Transactions on Emerging Topics in Computational Intelligence 1(2): 97-111. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978496Pattern Recommendation in Task-oriented Applications: A Multi-Objective Perspective [Application Notes]PUB | DOI | Download (ext.)
Zhang X, Duan F, Zhang L, Cheng F, Jin Y, Tang K (2017)
IEEE Computational Intelligence Magazine 12(3): 43-53. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978497PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]PUB | DOI | Download (ext.)
Tian Y, Cheng R, Zhang X, Jin Y (2017)
IEEE Computational Intelligence Magazine 12(4): 73-87. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978501User-oriented many-objective cloud workflow scheduling based on an improved knee point driven evolutionary algorithmPUB | DOI | Download (ext.)
Ye X, Liu S, Yin Y, Jin Y (2017)
Knowledge-Based Systems 135: 113-124. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978478A data-driven surrogate-assisted evolutionary algorithm applied to a many-objective blast furnace optimization problemPUB | DOI
Chugh T, Chakraborti N, Sindhya K, Jin Y (2017)
Materials and Manufacturing Processes 32(10): 1172-1178. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978475Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive ProblemsPUB | DOI | Download (ext.)
Sun C, Jin Y, Cheng R, Ding J, Zeng J (2017)
IEEE Transactions on Evolutionary Computation 21(4): 644-660. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978473Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive ProblemsPUB | DOI | Download (ext.)
Wang H, Jin Y, Doherty J (2017)
IEEE Transactions on Cybernetics 47(9): 2664-2677. -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978485An ensemble of single multiplicative neuron models for probabilistic predictionPUB | DOI | Download (ext.)
Yolcu U, Jin Y, Egrioglu E (2016)
In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE: 1-8. -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978490Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithmsPUB | DOI | Download (ext.)
Hakanen J, Chugh T, Sindhya K, Jin Y, Miettinen K (2016)
In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE: 1-8. -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978492Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimizationPUB | DOI | Download (ext.)
Zhang X, Tian Y, Cheng R, Jin Y (2016)
In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE: 1-8. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978502A Reference Vector Guided Evolutionary Algorithm for Many-Objective OptimizationPUB | DOI | Download (ext.)
Cheng R, Jin Y, Olhofer M, Sendhoff B (2016)
IEEE Transactions on Evolutionary Computation 20(5): 773-791. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978504A dynamic optimization approach to the design of cooperative co-evolutionary algorithmsPUB | DOI | Download (ext.)
Peng X, Liu K, Jin Y (2016)
Knowledge-Based Systems 109: 174-186. -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978505A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metricPUB | DOI | Download (ext.)
Tian Y, Zhang X, Cheng R, Jin Y (2016)
In: 2016 IEEE Congress on Evolutionary Computation (CEC). IEEE: 5222-5229. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978506Approximate non-dominated sorting for evolutionary many-objective optimizationPUB | DOI | Download (ext.)
Zhang X, Tian Y, Jin Y (2016)
Information Sciences 369: 14-33. -
2016 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978508Evolutionary Computation and Big Data: Key Challenges and Future DirectionsPUB | DOI | Download (ext.)
Cheng S, Liu B, Shi Y, Jin Y, Li B (2016)
In: Data Mining and Big Data. Tan Y, Shi Y (Eds); Lecture Notes in Computer Science. Cham: Springer International Publishing: 3-14. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978512Immune-inspired self-adaptive collaborative control allocation for multi-level stretching processesPUB | DOI | Download (ext.)
Ding Y, Zhang T, Ren L, Jin Y, Hao K, Chen L (2016)
Information Sciences 342: 81-95. -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978513Incremental information gain analysis of input attribute impact on RBF-kernel SVM spam detectionPUB | DOI | Download (ext.)
He H, Tiwari A, Mehnen J, Watson T, Maple C, Jin Y, Gabrys B (2016)
In: 2016 IEEE Congress on Evolutionary Computation (CEC). IEEE: 1022-1029. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978514Modeling neural plasticity in echo state networks for classification and regressionPUB | DOI | Download (ext.)
Yusoff M-H, Chrol-Cannon J, Jin Y (2016)
Information Sciences 364-365: 184-196. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978517
Reduction strategies for hierarchical multi-label classification in protein function predictionPUB | PDF | DOI | Download (ext.)
Cerri R, Barros RC, P. L. F. de Carvalho AC, Jin Y (2016)
BMC Bioinformatics 17(1): 373. -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978518Reference point based prediction for evolutionary dynamic multiobjective optimizationPUB | DOI | Download (ext.)
Jin Y, Yang C, Ding J, Chai T (2016)
In: 2016 IEEE Congress on Evolutionary Computation (CEC). IEEE: 3769-3776. -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978519Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & OrganizationPUB | DOI | Download (ext.)
Rahat A, Everson R, Fieldsend J, Jin Y, Wang H, Neumann F, Sutton AM (2016)
In: Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. Friedrich T (Ed); New York, NY, USA: ACM: 1265-1266. -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978520The security challenges in the IoT enabled cyber-physical systems and opportunities for evolutionary computing & other computational intelligencePUB | DOI | Download (ext.)
He H, Maple C, Watson T, Tiwari A, Mehnen J, Jin Y, Gabrys B (2016)
In: 2016 IEEE Congress on Evolutionary Computation (CEC). IEEE: 1015-1021. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978521$$\mu $$ μ JADE: adaptive differential evolution with a small populationPUB | DOI | Download (ext.)
Brown C, Jin Y, Leach M, Hodgson M (2016)
Soft Computing 20(10): 4111-4120. -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978515Network structural optimization based on swarm intelligence for highlevel classificationPUB | DOI | Download (ext.)
Carneiro MG, Zhao L, Cheng R, Jin Y (2016)
In: 2016 International Joint Conference on Neural Networks (IJCNN). IEEE: 3737-3744. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978509Evolutionary multi-objective blocking lot-streaming flow shop scheduling with interval processing timePUB | DOI | Download (ext.)
Han Y, Gong D, Jin Y, Pan Q-ke (2016)
Applied Soft Computing 42: 229-245. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978507Data-Driven Surrogate-Assisted Multiobjective Evolutionary Optimization of a Trauma SystemPUB | DOI
Wang H, Jin Y, Jansen JO (2016)
IEEE Transactions on Evolutionary Computation 20(6): 939-952. -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978510Fitness Estimation Strategy Assisted Competitive Swarm Optimizer for High Dimensional Expensive ProblemsPUB | DOI | Download (ext.)
Sun C, Jin Y, Ding J, Zeng J, Neumann F, Sutton AM (2016)
In: Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. Friedrich T, Neumann F, Sutton AM (Eds); New York, NY, USA: ACM: 1277-1278. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978526A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse ModelingPUB | DOI | Download (ext.)
Cheng R, Jin Y, Narukawa K, Sendhoff B (2015)
IEEE Transactions on Evolutionary Computation 19(6): 838-856. -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978511General chairs and program chairs messagePUB | DOI | Download (ext.)
Wu I-C, Lee C-S, Hsu S-C, Loia V, Jin Y, Ting C-K, Yen S-J, Wu Y-G, Horng M-F, Chen C-L (2015)
In: 2015 Conference on Technologies and Applications of Artificial Intelligence (TAAI). IEEE: 13-14. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978522A cytokine network-inspired cooperative control system for multi-stage stretching processes in fiber productionPUB | DOI | Download (ext.)
Zhang T, Jin Y, Ding Y, Hao K (2015)
Soft Computing 19(6): 1523-1540. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978523A directed search strategy for evolutionary dynamic multiobjective optimizationPUB | DOI | Download (ext.)
Wu Y, Jin Y, Liu X (2015)
Soft Computing 19(11): 3221-3235. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978525A knowledge-based evolutionary proactive scheduling approach in the presence of machine breakdown and deterioration effectPUB | DOI | Download (ext.)
Wang D-J, Liu F, Wang Y-Z, Jin Y (2015)
Knowledge-Based Systems 90: 70-80. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978527A social learning particle swarm optimization algorithm for scalable optimizationPUB | DOI | Download (ext.)
Cheng R, Jin Y (2015)
Information Sciences 291: 43-60. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978528A two-layer surrogate-assisted particle swarm optimization algorithmPUB | DOI | Download (ext.)
Sun C, Jin Y, Zeng J, Yu Y (2015)
Soft Computing 19(6): 1461-1475. -
2015 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978529Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto FrontsPUB | DOI | Download (ext.)
Cheng R, Jin Y, Narukawa K (2015)
In: Evolutionary Multi-Criterion Optimization. 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part I. Gaspar-Cunha A, Henggeler Antunes C, Coello CC (Eds); Lecture Notes in Computer Science, 9018. Cham: Springer International Publishing: 127-140. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978530An endocrine-based intelligent distributed cooperative algorithm for target tracking in wireless sensor networksPUB | DOI | Download (ext.)
Jin Y, Ding Y, Hao K, Jin Y (2015)
Soft Computing 19(5): 1427-1441. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978532Evolutionary non-linear modelling for selecting vaccines against antigenically variable virusesPUB | DOI | Download (ext.)
Rahman T, Mahapatra M, Laing E, Jin Y (2015)
Bioinformatics 31(6): 834-840. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978536Learning structure of sensory inputs with synaptic plasticity leads to interferencePUB | DOI | Download (ext.)
Chrol-Cannon J, Jin Y (2015)
Frontiers in Computational Neuroscience 9. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978537Multi-objective ensemble generationPUB | DOI | Download (ext.)
Gu S, Cheng R, Jin Y (2015)
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 5(5): 234-245. -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978538New performance indicators for robust optimization over timePUB | DOI | Download (ext.)
Huang Y, Jin Y, Ding Y (2015)
In: 2015 IEEE Congress on Evolutionary Computation (CEC). IEEE: 1380-1387. -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978540Reference vector based a posteriori preference articulation for evolutionary multiobjective optimizationPUB | DOI | Download (ext.)
Cheng R, Olhofer M, Jin Y (2015)
In: 2015 IEEE Congress on Evolutionary Computation (CEC). IEEE: 939-946. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978541Self-organized swarm robot for target search and trapping inspired by bacterial chemotaxisPUB | DOI | Download (ext.)
Yang B, Ding Y, Jin Y, Hao K (2015)
Robotics and Autonomous Systems 72: 83-92. -
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978543Trade-off between computational complexity and accuracy in evolutionary image feature extractionPUB | DOI | Download (ext.)
Albukhanajer WA, Jin Y, Briffa JA (2015)
In: 2015 IEEE Congress on Evolutionary Computation (CEC). IEEE: 2412-2419. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978524A Knee Point-Driven Evolutionary Algorithm for Many-Objective OptimizationPUB | DOI
Zhang X, Tian Y, Jin Y (2015)
IEEE Transactions on Evolutionary Computation 19(6): 761-776. -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978548Effect of Communication Modes to Swarm Robotic SearchPUB | DOI | Download (ext.)
Xue S, Sun C, Zeng J, Jin Y, Cheng R (2014)
The Open Electrical & Electronic Engineering Journal 8(1): 240-244. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978533Generating diverse and accurate classifier ensembles using multi-objective optimizationPUB | DOI | Download (ext.)
Gu S, Jin Y (2014)
In: 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM). IEEE: 9-15. -
2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978544Adaptive Swarm Robot Region Coverage Using Gene Regulatory NetworksPUB | DOI | Download (ext.)
Oh H, Jin Y (2014)
In: Advances in Autonomous Robotics Systems. Mistry M, Leonardis A, Witkowski M, Melhuish C (Eds); Lecture Notes in Computer Science. Cham: Springer International Publishing: 197-208. -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978545Big Data Opportunities and Challenges: Discussions from Data Analytics Perspectives [Discussion Forum]PUB | DOI | Download (ext.)
Zhou Z-H, Chawla NV, Jin Y, Williams GJ (2014)
IEEE Computational Intelligence Magazine 9(4): 62-74. -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978546Computational modeling of neural plasticity for self-organization of neural networksPUB | DOI | Download (ext.)
Chrol-Cannon J, Jin Y (2014)
Biosystems 125: 43-54. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978547Demonstrator selection in a social learning particle swarm optimizerPUB | DOI | Download (ext.)
Cheng R, Jin Y (2014)
In: 2014 IEEE Congress on Evolutionary Computation (CEC). IEEE: 3103-3110. -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978549Evolutionary multi-objective generation of recurrent neural network ensembles for time series predictionPUB | DOI | Download (ext.)
Smith C, Jin Y (2014)
Neurocomputing 143: 302-311. -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978551IEEE CIS VP-Technical Activities Vision Statement [Society Briefs]PUB | DOI | Download (ext.)
Jin Y (2014)
IEEE Computational Intelligence Magazine 9(1): 9-10. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978550Evolving hierarchical gene regulatory networks for morphogenetic pattern formation of swarm robotsPUB | DOI | Download (ext.)
Oh H, Jin Y (2014)
In: 2014 IEEE Congress on Evolutionary Computation (CEC). IEEE: 776-783. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978552Modeling neural plasticity in echo state networks for time series predictionPUB | DOI | Download (ext.)
Yusoff M-H, Jin Y (2014)
In: 2014 14th UK Workshop on Computational Intelligence (UKCI). IEEE: 1-7. -
2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978553Morphogenetic Self-Organization of Collective Movement without Directional SensingPUB | DOI | Download (ext.)
Ramezan Shirazi A, Oh H, Jin Y (2014)
In: Advances in Autonomous Robotics Systems. Mistry M, Leonardis A, Witkowski M, Melhuish C (Eds); Lecture Notes in Computer Science. Cham: Springer International Publishing: 139-150. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978554Multi-objective evolutionary recurrent neural network ensemble for prediction of computational fluid dynamic simulationsPUB | DOI | Download (ext.)
Smith C, Doherty J, Jin Y (2014)
In: 2014 IEEE Congress on Evolutionary Computation (CEC). IEEE: 2609-2616. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978555Neural network ensembles for image identification using Pareto-optimal featuresPUB | DOI | Download (ext.)
Albukhanajer WA, Jin Y, Briffa JA (2014)
In: 2014 IEEE Congress on Evolutionary Computation (CEC). IEEE: 89-96. -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978556
On the Correlation between Reservoir Metrics and Performance for Time Series Classification under the Influence of Synaptic PlasticityPUB | PDF | DOI | Download (ext.)
Chrol-Cannon J, Jin Y (2014)
PLoS ONE 9(7): e101792. -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978557Reconstructing biological gene regulatory networks: where optimization meets big dataPUB | DOI | Download (ext.)
Thomas SA, Jin Y (2014)
Evolutionary Intelligence 7(1): 29-47. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978558Similarity- and reliability-assisted fitness estimation for particle swarm optimization of expensive problemsPUB | DOI | Download (ext.)
Liu T, Sun C, Zeng J, Xue S, Jin Y (2014)
In: 2014 IEEE Congress on Evolutionary Computation (CEC). IEEE: 640-646. -
2013 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978559A Comparative Study of Multi-objective Evolutionary Trace Transform Methods for Robust Feature ExtractionPUB | DOI | Download (ext.)
Albukhanajer WA, Jin Y, Briffa JA, Williams G (2013)
In: Evolutionary Multi-Criterion Optimization. Purshouse RC, Fleming PJ, Fonseca CM, Greco S, Shaw J (Eds); Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg: 573-586. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978560A framework for finding robust optimal solutions over timePUB | DOI | Download (ext.)
Jin Y, Tang K, Yu X, Sendhoff B, Yao X (2013)
Memetic Computing 5(1): 3-18. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978561A morphogenetic approach to flexible and robust shape formation for swarm robotic systemsPUB | DOI | Download (ext.)
Meng Y, Guo H, Jin Y (2013)
Robotics and Autonomous Systems 61(1): 25-38. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978562A new fitness estimation strategy for particle swarm optimizationPUB | DOI | Download (ext.)
Sun C, Zeng J, Pan J, Xue S, Jin Y (2013)
Information Sciences 221: 355-370. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978563A synergetic immune clonal selection algorithm based multi-objective optimization method for carbon fiber drawing processPUB | DOI | Download (ext.)
Chen J, Ding Y, Jin Y, Hao K (2013)
Fibers and Polymers 14(10): 1722-1730. -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978564An evolution strategy assisted by an ensemble of local Gaussian process modelsPUB | DOI | Download (ext.)
Lu J, Li B, Jin Y, Alba E (2013)
In: Proceedings of the 15th annual conference on Genetic and evolutionary computation. Blum C (Ed); New York, NY, USA: ACM: 447-454. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978565An improved (μ+λ)-constrained differential evolution for constrained optimizationPUB | DOI | Download (ext.)
Jia G, Wang Y, Cai Z, Jin Y (2013)
Information Sciences 222: 302-322. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978566Evolution by Adapting SurrogatesPUB | DOI | Download (ext.)
Le MN, Ong YS, Menzel S, Jin Y, Sendhoff B (2013)
Evolutionary Computation 21(2): 313-340. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978567Evolutionary Complex Engineering Optimization: Opportunities and Challenges [Guest Editorial]PUB | DOI | Download (ext.)
Chai T, Jin Y, Sendhoff B (2013)
IEEE Computational Intelligence Magazine 8(3): 12-15. -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978568Evolutionary truss layout optimization using the vectorized structure approachPUB | DOI | Download (ext.)
Xiao A, Wang B, Jin Y (2013)
In: 2013 IEEE Congress on Evolutionary Computation. IEEE: 2879-2886. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978569EVOLVING CONNECTIVITY BETWEEN GENETIC OSCILLATORS AND SWITCHES USING EVOLUTIONARY ALGORITHMSPUB | DOI | Download (ext.)
THOMAS SPENCERANGUS, Jin Y (2013)
Journal of Bioinformatics and Computational Biology 11(03): 1341001. -
2013 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978571Metamodel Assisted Mixed-Integer Evolution Strategies Based on Kendall Rank Correlation CoefficientPUB | DOI | Download (ext.)
Zhuang L, Tang K, Jin Y (2013)
In: Intelligent Data Engineering and Automated Learning – IDEAL 2013. Yin H, Tang K, Gao Y, Klawonn F, Lee M, Weise T, Li B, Yao X (Eds); Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg: 366-375. -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978572Reconstructing regulatory networks in Streptomyces using evolutionary algorithmsPUB | DOI | Download (ext.)
Thomas SA, Jin Y, Laing E, Smith CP (2013)
In: 2013 13th UK Workshop on Computational Intelligence (UKCI). IEEE: 24-30. -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978573Recurrent neural network ensembles for convergence prediction in surrogate-assisted evolutionary optimizationPUB | DOI | Download (ext.)
Smith C, Doherty J, Jin Y (2013)
In: 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (CIDUE). IEEE: 9-16. -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978575Simulating swarm behaviuors for optimisation by learning from neighboursPUB | DOI | Download (ext.)
Cheng R, Jin Y (2013)
In: 2013 13th UK Workshop on Computational Intelligence (UKCI). IEEE: 82-87. -
2013 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978576Single and Multi-objective in Silico Evolution of Tunable Genetic OscillatorsPUB | DOI | Download (ext.)
Thomas SA, Jin Y (2013)
In: Evolutionary Multi-Criterion Optimization. Purshouse RC, Fleming PJ, Fonseca CM, Greco S, Shaw J (Eds); Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg: 696-709. -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978574Similarity-based evolution control for fitness estimation in particle swarm optimizationPUB | DOI | Download (ext.)
Sun C, Zeng J, Pan J, Jin Y (2013)
In: Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (CIDUE). IEEE: 1-8. -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 29785772012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2012) [Conference Reports]PUB | DOI | Download (ext.)
Jin Y (2012)
IEEE Computational Intelligence Magazine 7(4): 17-17. -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978578A Developmental Approach to Structural Self-Organization in Reservoir ComputingPUB | DOI | Download (ext.)
Yin J, Meng Y, Jin Y (2012)
IEEE Transactions on Autonomous Mental Development 4(4): 273-289. -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978579A morphogenetic framework for self-organized multirobot pattern formation and boundary coveragePUB | DOI | Download (ext.)
Guo H, Jin Y, Meng Y (2012)
ACM Transactions on Autonomous and Adaptive Systems 7(1): 1-23. -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978580A Unified Framework for Symbiosis of Evolutionary Mechanisms with Application to Water Clusters Potential Model DesignPUB | DOI | Download (ext.)
Le MN, Ong YS, Jin Y, Sendhoff B (2012)
IEEE Computational Intelligence Magazine 7(1): 20-35. -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978581Calcium control of triphasic hippocampal STDPPUB | DOI | Download (ext.)
Bush D, Jin Y (2012)
Journal of Computational Neuroscience 33(3): 495-514. -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978582Combining genetic oscillators and switches using evolutionary algorithmsPUB | DOI | Download (ext.)
Thomas SA, Jin Y (2012)
In: 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). IEEE: 28-34. -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978583Evo-devo-robo workshop programPUB | DOI | Download (ext.)
Doncieux S, Jin Y, Mouret J-B, Moore JH (2012)
In: Proceedings of the 14th annual conference companion on Genetic and evolutionary computation. Soule T (Ed); New York, NY, USA: ACM: 355-356. -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978584Evolution and Analysis of Genetic Networks for Stable Cellular Growth and RegenerationPUB | DOI | Download (ext.)
Schramm L, Jin Y, Sendhoff B (2012)
Artificial Life 18(4): 425-444. -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978585Evolutionary multi-objective optimization of trace transform for invariant feature extractionPUB | DOI | Download (ext.)
Albukhanajer WA, Jin Y, Briffa JA, Williams G (2012)
In: 2012 IEEE Congress on Evolutionary Computation. IEEE: 1-8. -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978586Heterogeneous classifier ensembles for EEG-based motor imaginary detectionPUB | DOI | Download (ext.)
Gu S, Jin Y (2012)
In: 2012 12th UK Workshop on Computational Intelligence (UKCI). IEEE: 1-8. -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978587Quantitative analysis of redundancy in evolution of developmental systemsPUB | DOI | Download (ext.)
Schramm L, Jin Y, Sendhoff B (2012)
In: 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). IEEE: 61-68. -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978588The emergence of polychronous groups under varying input patterns, plasticity rules and network connectivitiesPUB | DOI | Download (ext.)
Chrol-Cannon J, Gruning A, Jin Y (2012)
In: The 2012 International Joint Conference on Neural Networks (IJCNN). IEEE: 1-6. -
2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978589A Multi-cellular Based Self-organizing Approach for Distributed Multi-Robot SystemsPUB | DOI | Download (ext.)
Meng Y, Guo H, Jin Y (2011)
In: New Horizons in Evolutionary Robotics. Doncieux S, Bredèche N, Mouret J-B (Eds); Studies in Computational Intelligence. Berlin, Heidelberg: Springer Berlin Heidelberg: 123-137. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978590Autonomous Self-Reconfiguration of Modular Robots by Evolving a Hierarchical Mechanochemical ModelPUB | DOI | Download (ext.)
Meng Y, Zhang Y, Jin Y (2011)
IEEE Computational Intelligence Magazine 6(1): 43-54. -
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978591Cross-Ball: A new morphogenetic self-reconfigurable modular robotPUB | DOI | Download (ext.)
Meng Y, Zhang Y, Sampath A, Jin Y, Sendhoff B (2011)
In: 2011 IEEE International Conference on Robotics and Automation. IEEE: 267-272. -
2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978592Emerged Coupling of Motor Control and Morphological Development in Evolution of Multi-cellular AnimatsPUB | DOI | Download (ext.)
Schramm L, Jin Y, Sendhoff B (2011)
In: Advances in Artificial Life. Darwin Meets von Neumann. Kampis G, Karsai I, Szathmáry E (Eds); Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg: 27-34. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978594Guest Editorial Special Issue on Computational Modeling of Neural and Brain DevelopmentPUB | DOI | Download (ext.)
Jin Y, Meng Y, Weng J, Kasabov N (2011)
IEEE Transactions on Autonomous Mental Development 3(4): 273-275. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978593Emergence of robust regulatory motifs from in silico evolution of sustained oscillationPUB | DOI | Download (ext.)
Jin Y, Meng Y (2011)
Biosystems 103(1): 38-44. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978595Guest Editorial: Special Issue on Evolving Developmental SystemsPUB | DOI | Download (ext.)
Tyrrell AM, Jin Y (2011)
IEEE Transactions on Evolutionary Computation 15(3): 285-286. -
2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978596Morphogenetic Robotics - An Evolutionary Developmental Approach to Morphological and Neural Self-Organization of Robotic SystemsPUB | DOI | Download (ext.)
Jin Y, Meng Y (2011)
In: Bio-Inspired Self-Organizing Robotic Systems. Meng Y, Jin Y (Eds); Studies in Computational Intelligence. Berlin, Heidelberg: Springer Berlin Heidelberg: 3-23. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978597Morphogenetic Robotics: An Emerging New Field in Developmental RoboticsPUB | DOI | Download (ext.)
Jin Y, Meng Y (2011)
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) 41(2): 145-160. -
2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978598Morphogenetic Self-Reconfiguration of Modular RobotsPUB | DOI | Download (ext.)
Meng Y, Jin Y (2011)
In: Bio-Inspired Self-Organizing Robotic Systems. Meng Y, Jin Y (Eds); Studies in Computational Intelligence. Berlin, Heidelberg: Springer Berlin Heidelberg: 143-171. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978599Multi-sensor optimal fusion filters for delayed nonlinear intelligent systems based on a unified modelPUB | DOI | Download (ext.)
Liu M, Zhang S, Jin Y (2011)
Neural Networks 24(3): 280-290. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978600Object recognition using a bio-inspired neuron model with bottom-up and top-down pathwaysPUB | DOI | Download (ext.)
Zheng Y, Meng Y, Jin Y (2011)
Neurocomputing 74(17): 3158-3169. -
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978601Redundancy creates opportunity in developmental representationsPUB | DOI | Download (ext.)
Schramm L, Jin Y, Sendhoff B (2011)
In: 2011 IEEE Symposium on Artificial Life (ALIFE). IEEE: 203-210. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978602Robustness of glycolysis in yeast to internal and external noisePUB | DOI | Download (ext.)
Gehrmann E, Gläßer C, Jin Y, Sendhoff B, Drossel B, Hamacher K (2011)
Physical Review E 84(2): 021913. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978603Surrogate-assisted evolutionary computation: Recent advances and future challengesPUB | DOI | Download (ext.)
Jin Y (2011)
Swarm and Evolutionary Computation 1(2): 61-70. -
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978604Swarm robot pattern formation using a morphogenetic multi-cellular based self-organizing algorithmPUB | DOI | Download (ext.)
Guo H, Meng Y, Jin Y (2011)
In: 2011 IEEE International Conference on Robotics and Automation. IEEE: 3205-3210. -
2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978605The Effect of Proprioceptive Feedback on the Distribution of Sensory Information in a Model of an Undulatory OrganismPUB | DOI | Download (ext.)
Jones B, Jin Y, Sendhoff B, Yao X (2011)
In: Advances in Artificial Life. Darwin Meets von Neumann. Kampis G, Karsai I, Szathmáry E (Eds); Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg: 18-26. -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978606A fitness-independent evolvability measure for evolutionary developmental systemsPUB | DOI | Download (ext.)
Jin Y, Trommler J (2010)
In: 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology. IEEE: 1-8. -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978607A morphogenetic self-organization algorithm for swarm robotic systems using relative position informationPUB | DOI | Download (ext.)
Jin Y, Meng Y, Guo H (2010)
In: 2010 UK Workshop on Computational Intelligence (UKCI). IEEE: 1-6. -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978608Analysis of local communication load in shape formation of a distributed morphogenetic swarm robotic systemPUB | DOI | Download (ext.)
Guo H, Meng Y, Jin Y (2010)
In: IEEE Congress on Evolutionary Computation. IEEE: 1-8. -
2010 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978609Emergent Distribution of Computational Workload in the Evolution of an Undulatory AnimatPUB | DOI | Download (ext.)
Jones B, Jin Y, Sendhoff B, Yao X (2010)
In: From Animals to Animats 11. Doncieux S, Girard B, Guillot A, Hallam J, Meyer J-A, Mouret J-B (Eds); Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg: 587-596. -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978610Evolving heterochrony for cellular differentiation using vector field embryogenyPUB | DOI | Download (ext.)
Steiner T, Jin Y, Sendhoff B, Pelikan M, Branke J (2010)
In: Proceedings of the 12th annual conference on Genetic and evolutionary computation. New York, NY, USA: ACM: 571-578. -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978611Fusing bottom-up and top-down pathways in neural networks for visual object recognitionPUB | DOI | Download (ext.)
Zheng Y, Meng Y, Jin Y (2010)
In: The 2010 International Joint Conference on Neural Networks (IJCNN). IEEE: 1-8. -
2010 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978612Special Issue on Evolutionary and Developmental Robotics [Guest EditorialPUB | DOI | Download (ext.)
Jin Y, Meng Y (2010)
IEEE Computational Intelligence Magazine 5(3): 9-9. -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978613Human activity detection using spiking neural networks regulated by a gene regulatory networkPUB | DOI | Download (ext.)
Meng Y, Jin Y, Yin J, Conforth M (2010)
In: The 2010 International Joint Conference on Neural Networks (IJCNN). IEEE: 1-6. -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978615Incremental approximation of nonlinear constraint functions for evolutionary constrained optimizationPUB | DOI | Download (ext.)
Jin Y, Oh S, Jeon M (2010)
In: IEEE Congress on Evolutionary Computation. IEEE: 1-8. -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978617Robust optimization over time — A new perspective on dynamic optimization problemsPUB | DOI | Download (ext.)
Yu X, Jin Y, Tang K, Yao X (2010)
In: IEEE Congress on Evolutionary Computation. IEEE: 1-6. -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978618A cellular mechanism for multi-robot construction via evolutionary multi-objective optimization of a gene regulatory networkPUB | DOI | Download (ext.)
Guo H, Meng Y, Jin Y (2009)
Biosystems 98(3): 193-203. -
2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978619A Gene Regulatory Model for the Development of Primitive Nervous SystemsPUB | DOI | Download (ext.)
Jin Y, Schramm L, Sendhoff B (2009)
In: Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I. Köppen M, Kasabov N, Coghill G (Eds); Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg: 48-55. -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978620A systems approach to evolutionary multiobjective structural optimization and beyondPUB | DOI | Download (ext.)
Jin Y, Sendhoff B (2009)
IEEE Computational Intelligence Magazine 4(3): 62-76. -
2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978621Combination of Genetic Algorithms and Evolution Strategies with Self-adaptive SwitchingPUB | DOI | Download (ext.)
Okabe T, Jin Y, Sendhoff B (2009)
In: Multi-Objective Memetic Algorithms. Goh C-K, Ong Y-S, Tan KC (Eds); Studies in Computational Intelligence. Berlin, Heidelberg: Springer Berlin Heidelberg: 281-307. -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978622Corrections to “Pareto-Based Multiobjective Machine Learning: An Overview and Case Studies” [May 08 397-415]PUB | DOI | Download (ext.)
Jin Y, Sendhoff B (2009)
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) 39(3): 373-373. -
2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978623Evolution of Neural Organization in a Hydra-Like AnimatPUB | DOI | Download (ext.)
Jones B, Jin Y, Yao X, Sendhoff B (2009)
In: Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I. Köppen M, Kasabov N, Coghill G (Eds); Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg: 216-223. -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978624Evolutionary multi-objective optimization of robustness and innovation in redundant genetic representationsPUB | DOI | Download (ext.)
Jin Y, Gruna R, Paenke I, Sendhoff B (2009)
In: 2009 IEEE Symposium on Computational Intelligence in Milti-Criteria Decision-Making. IEEE: 38-45. -
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2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978626Fuzzy Logic in Evolving in silico Oscillatory Dynamics for Gene Regulatory NetworksPUB | DOI | Download (ext.)
Jin Y, Sendhoff B (2009)
In: Fuzzy Systems in Bioinformatics and Computational Biology. Jin Y, Wang L (Eds); Studies in Fuzziness and Soft Computing. Berlin, Heidelberg: Springer Berlin Heidelberg: 315-327. -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978627Global shape with morphogen gradients and motile polarized cellsPUB | DOI | Download (ext.)
Steiner T, Trommler J, Brenn M, Jin Y, Sendhoff B (2009)
In: 2009 IEEE Congress on Evolutionary Computation. IEEE: 2225-2232. -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978628Influence of regulation logic on the easiness of evolving sustained oscillation for gene regulatory networksPUB | DOI | Download (ext.)
Jin Y, Meng Y, Sendhoff B (2009)
In: 2009 IEEE Symposium on Artificial Life. IEEE: 61-68. -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978629Lamarckian memetic algorithms: local optimum and connectivity structure analysisPUB | DOI | Download (ext.)
Le MN, Ong Y-S, Jin Y, Sendhoff B (2009)
Memetic Computing 1(3): 175-190. -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978630Multiple memory stores and operant conditioning: A rationale for memory’s complexityPUB | DOI | Download (ext.)
Meeter M, Veldkamp R, Jin Y (2009)
Brain and Cognition 69(1): 200-208. -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978631Pareto analysis of evolutionary and learning systemsPUB | DOI | Download (ext.)
Jin Y, Gruna R, Sendhoff B (2009)
Frontiers of Computer Science in China 3(1): 4-17. -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978632Robustness Analysis and Failure Recovery of a Bio-Inspired Self-Organizing Multi-Robot SystemPUB | DOI | Download (ext.)
Jin Y, Guo H, Meng Y (2009)
In: 2009 Third IEEE International Conference on Self-Adaptive and Self-Organizing Systems. IEEE: 154-164. -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978633Self-adaptive multi-robot construction using gene regulatory networksPUB | DOI | Download (ext.)
Guo H, Meng Y, Jin Y (2009)
In: 2009 IEEE Symposium on Artificial Life. IEEE: 53-60. -
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2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978636Combination of EDA and DE for continuous biobjective optimizationPUB | DOI | Download (ext.)
Zhou A, Zhang Q, Jin Y, Sendhoff B (2008)
In: 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence). IEEE: 1447-1454. -
2008 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978637Errata to “RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm” [Feb 08 41-63]PUB | DOI | Download (ext.)
Zhang Q, Zhou A, Jin Y (2008)
IEEE Transactions on Evolutionary Computation 12(3): 392-392. -
2008 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978638Evolutionary Optimization with Dynamic Fidelity Computational ModelsPUB | DOI | Download (ext.)
Lim D, Ong Y-S, Jin Y, Sendhoff B (2008)
In: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence. 4th International Conference on Intelligent Computing, ICIC 2008 Shanghai, China, September 15-18, 2008 Proceedings. Huang D-S, Wunsch DC, Levine DS, Jo K-H (Eds); Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg: 235-242. -
2008 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978639Rule Extraction from Compact Pareto-optimal Neural NetworksPUB | DOI | Download (ext.)
Jin Y, Sendhoff B, Körner E (2008)
In: Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases. Ghosh A, Dehuri S, Ghosh S (Eds); Studies in Computational Intelligence. Berlin, Heidelberg: Springer Berlin Heidelberg: 71-90. -
2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978640A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computationPUB | DOI | Download (ext.)
Lim D, Ong Y-S, Jin Y, Sendhoff B, Lipson H (2007)
In: Proceedings of the 9th annual conference on Genetic and evolutionary computation. New York, NY, USA: ACM: 1288-1295. -
2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978641Efficient Hierarchical Parallel Genetic Algorithms using Grid computingPUB | DOI | Download (ext.)
Lim D, Ong Y-S, Jin Y, Sendhoff B, Lee B-S (2007)
Future Generation Computer Systems 23(4): 658-670. -
2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978642Emergence of feedback in artificial gene regulatory networksPUB | DOI | Download (ext.)
Steiner T, Schramm L, Jin Y, Sendhoff B (2007)
In: 2007 IEEE Congress on Evolutionary Computation. IEEE: 867-874. -
2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978643Global multiobjective optimization via estimation of distribution algorithm with biased initialization and crossoverPUB | DOI | Download (ext.)
Zhou A, Zhang Q, Jin Y, Sendhoff B, Tsang E, Lipson H (2007)
In: Proceedings of the 9th annual conference on Genetic and evolutionary computation. New York, NY, USA: ACM: 617-623. -
2007 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978644Individual-based Management of Meta-models for Evolutionary Optimization with Application to Three-Dimensional Blade OptimizationPUB | DOI | Download (ext.)
Gräning L, Jin Y, Sendhoff B (2007)
In: Evolutionary Computation in Dynamic and Uncertain Environments. Yang S, Ong Y-S, Jin Y (Eds); Studies in Computational Intelligence. Berlin, Heidelberg: Springer Berlin Heidelberg: 225-250. -
2007 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978645Single/Multi-objective Inverse Robust Evolutionary Design Methodology in the Presence of UncertaintyPUB | DOI | Download (ext.)
Lim D, Ong Y-S, Lim M-H, Jin Y (2007)
In: Evolutionary Computation in Dynamic and Uncertain Environments. Yang S, Ong Y-S, Jin Y (Eds); Studies in Computational Intelligence. Berlin, Heidelberg: Springer Berlin Heidelberg: 437-456. -
2006 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978646Agent Based Multi-Objective Approach to Generating Interpretable Fuzzy SystemsPUB | DOI | Download (ext.)
Wang H, Kwong S, Jin Y, Tsang C-H (2006)
In: Multi-Objective Machine Learning. Jin Y (Ed); Studies in Computational Intelligence. Berlin/Heidelberg: Springer-Verlag: 339-364. -
2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978647Editorial to special issue on evolutionary computation in dynamic and uncertain environmentsPUB | DOI | Download (ext.)
Yang S, Ong Y-S, Jin Y (2006)
Genetic Programming and Evolvable Machines 7(4): 293-294. -
2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978648Guest Editorial Special Issue on Evolutionary Computation in the Presence of UncertaintyPUB | DOI | Download (ext.)
Branke J, Jin Y (2006)
IEEE Transactions on Evolutionary Computation 10(4): 377-379. -
2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978649Inverse multi-objective robust evolutionary designPUB | DOI | Download (ext.)
Lim D, Ong Y-S, Jin Y, Sendhoff B, Lee BS (2006)
Genetic Programming and Evolvable Machines 7(4): 383-404. -
2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978650Optimization of micro heat exchanger: CFD, analytical approach and multi-objective evolutionary algorithmsPUB | DOI | Download (ext.)
Foli K, Okabe T, Olhofer M, Jin Y, Sendhoff B (2006)
International Journal of Heat and Mass Transfer 49(5-6): 1090-1099. -
2006 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978651Simultaneous Generation of Accurate and Interpretable Neural Network ClassifiersPUB | DOI | Download (ext.)
Jin Y, Sendhoff B, Körner E (2006)
In: Multi-Objective Machine Learning. Jin Y (Ed); Studies in Computational Intelligence. Berlin/Heidelberg: Springer-Verlag: 289-312. -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978652Agent-Based Evolutionary Approach for Interpretable Rule-Based Knowledge ExtractionPUB | DOI | Download (ext.)
Wang H, Kwong S, Jin Y, Wei W, Man K-F (2005)
IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews) 35(2): 143-155. -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978653Evolutionary Optimization in Uncertain Environments—A SurveyPUB | DOI | Download (ext.)
Jin Y, Branke J (2005)
IEEE Transactions on Evolutionary Computation 9(3): 303-317. -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978654Guest Editorial Special Issue on Knowledge Extraction and Incorporation in Evolutionary ComputationPUB | DOI | Download (ext.)
Jin Y (2005)
IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews) 35(2): 129-130. -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978655Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extractionPUB | DOI | Download (ext.)
Wang H, Kwong S, Jin Y, Wei W, Man KF (2005)
Fuzzy Sets and Systems 149(1): 149-186. -
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978656Reducing Fitness Evaluations Using Clustering Techniques and Neural Network EnsemblesPUB | DOI
Jin Y, Sendhoff B (2004)
In: Genetic and Evolutionary Computation – GECCO 2004. Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004. Proceedings, Part I. Deb K (Ed); Lecture Notes in Computer Science, 3102. Berlin, Heidelberg: Springer: 688-699. -
2003 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978657Solving Three-Objective Optimization Problems Using Evolutionary Dynamic Weighted Aggregation: Results and AnalysisPUB | DOI | Download (ext.)
Jin Y, Okabe T, Sendhoff B (2003)
In: Genetic and Evolutionary Computation — GECCO 2003. Cantú-Paz E, Foster JA, Deb K, Davis LD, Roy R, O’Reilly U-M, Beyer H-G, Standish R, Kendall G, Wilson S, Harman M, et al. (Eds); Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg: 636-637. -
2003 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978658Trade-Off between Performance and Robustness: An Evolutionary Multiobjective ApproachPUB | DOI | Download (ext.)
Jin Y, Sendhoff B (2003)
In: Evolutionary Multi-Criterion Optimization. Fonseca CM, Fleming PJ, Zitzler E, Thiele L, Deb K (Eds); Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg: 237-251. -
2000 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978659Fuzzy modeling of high-dimensional systems: complexity reduction and interpretability improvementPUB | DOI | Download (ext.)
Jin Y (2000)
IEEE Transactions on Fuzzy Systems 8(2): 212-221. -
1999 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978660Evaluating flexible fuzzy controllers via evolution strategiesPUB | DOI | Download (ext.)
Jin Y, von Seelen W (1999)
Fuzzy Sets and Systems 108(3): 243-252. -
1995 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978661Adaptive fuzzy modelling and identification with its applicationsPUB | DOI | Download (ext.)
Jin Y, Jiang J, Zhu J (1995)
International Journal of Systems Science 26(2): 197-212. -
1995 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978684Neural network based fuzzy identification and its application to modeling and control of complex systemsPUB | DOI | Download (ext.)
Jin Y, Jiang J, Zhu J (1995)
IEEE Transactions on Systems, Man, and Cybernetics 25(6): 990-997.