442 Publikationen
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988102Chen, X.; Bai, R.; Qu, R.; Dong, J.; Jin, Y. (2024): Deep Reinforcement Learning Assisted Genetic Programming Ensemble Hyper-Heuristics for Dynamic Scheduling of Container Port Trucks IEEE Transactions on Evolutionary Computation, 1-1.PUB | DOI
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988103Wu, H.; Jin, Y.; Gao, K.; Ding, J.; Cheng, R. (2024): Surrogate-Assisted Evolutionary Multi-Objective Optimization of Medium-Scale Problems by Random Grouping and Sparse Gaussian Modeling IEEE Transactions on Emerging Topics in Computational Intelligence, 1-16.PUB | DOI
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988030Pan, L.; Lin, J.; Wang, H.; He, C.; Tan, K. C.; Jin, Y. (2024): Computationally Expensive High-Dimensional Multiobjective Optimization via Surrogate-Assisted Reformulation and Decomposition IEEE Transactions on Evolutionary Computation, 1-1.PUB | DOI
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987476Qian, F.; Jin, Y.; Yu, X.; Tang, Y.; Marin, G. B. (2024): Guest Editorial Special Issue on Learning Theories and Methods With Application to Digitized Process Manufacturing IEEE Transactions on Neural Networks and Learning Systems,35:(3): 2914-2916.PUB | DOI
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987419Wu, H.; Chen, Q.; Jin, Y.; Ding, J.; Chai, T. (2024): A Surrogate-Assisted Expensive Constrained Multi-Objective Optimization Algorithm Based on Adaptive Switching of Acquisition Functions IEEE Transactions on Emerging Topics in Computational Intelligence, 1-15.PUB | DOI
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986971Luo, J.; Dong, Y.; Liu, Q.; Zhu, Z.; Cao, W.; Tan, K. C.; Jin, Y. (2024): A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization Problems IEEE Transactions on Emerging Topics in Computational Intelligence, 1-16.PUB | DOI
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986970Song, Z.; Wang, H.; Xue, B.; Zhang, M.; Jin, Y. (2024): Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multi-Objective Optimization IEEE Transactions on Evolutionary Computation, 1-1.PUB | DOI
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2980780
Xie, G.; Wang, J.; Yu, G.; Lyu, J.; Zheng, F.; Jin, Y. (2023): Tiny adversarial multi-objective one-shot neural architecture search Complex & Intelligent Systems,9PUB | PDF | DOI | Download (ext.) | WoS -
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985124Yang, C.; Ding, J.; Jin, Y.; Chai, T. (2023): A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-Driven Dynamic Optimization Evolutionary Computation ,31:(4): 433-458.PUB | DOI | WoS | PubMed | Europe PMC
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983244Xue, D.; Lei, T.; Yang, S.; Lv, Z.; Liu, T.; Jin, Y.; Nandi, A. K. (2023): Triple Change Detection Network via Joint Multi-frequency and Full-scale Swin-Transformer for Remote Sensing Images IEEE Transactions on Geoscience and Remote Sensing, 1-1.PUB | DOI | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2984612
Liu, J.; Jin, Y. (2023): A comprehensive survey of robust deep learning in computer vision Journal of Automation and IntelligencePUB | PDF | DOI | Download (ext.)
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2984426Yang, S.; Wang, H.; Pang, Y.; Jin, Y.; Linares-Barranco, B. (2023): Integrating Visual Perception With Decision Making in Neuromorphic Fault-Tolerant Quadruplet-Spike Learning Framework IEEE Transactions on Systems, Man, and Cybernetics: Systems, 1-13.PUB | DOI
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2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2983916Wang, Z.; Wang, H.; Tian, C.; Jin, Y.; El Saddik, A.; Mei, T.; Cucchiara, R.; Bertini, M.; Tobon Vallejo, D. P.; Atrey, P. K.; Hossain, M. S. (2023): Adversarial Training of Deep Neural Networks Guided by Texture and Structural Information. In: Proceedings of the 31st ACM International Conference on Multimedia. New York, NY, USA: ACM. S. 4958-4967.PUB | DOI
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2983444Jiang, H.; Chou, K.; Tian, Y.; Zhang, X.; Jin, Y. (2023): Efficient Surrogate Modeling Method for Evolutionary Algorithm to Solve Bilevel Optimization Problems IEEE Transactions on CyberneticsPUB | DOI | WoS | PubMed | Europe PMC
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981615Wu, L.; Jin, Y.; Hao, K. (2023): Optimized compressed sensing for communication efficient federated learning Knowledge-Based Systems,110805PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2982658Wang, X.; Jin, Y.; Schmitt, S.; Olhofer, M. (2023): Alleviating Search Bias in Bayesian Evolutionary Optimization With Many Heterogeneous Objectives IEEE Transactions on Systems, Man, and Cybernetics: Systems, 1-13.PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2982782Yan, X.; Huang, H.; Jin, Y.; Chen, L.; Liang, Z.; Hao, Z. (2023): Neural Architecture Search via Multi-Hashing Embedding and Graph Tensor Networks for Multilingual Text Classification IEEE Transactions on Emerging Topics in Computational IntelligencePUB | DOI | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2980810Wang, R.; Zhang, Q.; Dai, X.; Yuan, Z.; Zhang, T.; Ding, S.; Jin, Y. (2023): An efficient evolutionary algorithm for high-speed train rescheduling under a partial station blockage Applied Soft Computing,145:110590PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981362Ma, L.; Liu, Y.; Yu, G.; Wang, X.; Mo, H.; Wang, G. - G.; Jin, Y.; Tan, Y. (2023): Decomposition-Based Multiobjective Optimization for Variable-Length Mixed-Variable Pareto Optimization and Its Application in Cloud Service Allocation IEEE Transactions on Systems, Man, and Cybernetics: Systems, 1-14.PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981804Li, H.; Ma, C.; Zhang, C.; Chen, Q.; He, C.; Jin, Y. (2023): A Knowledge-Based Cooperative Co-Evolutionary Algorithm for Non-Contact Voltage Measurement IEEE Transactions on Emerging Topics in Computational Intelligence, 1-14.PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978326Qin, S.; Sun, C.; Liu, Q.; Jin, Y. (2023): A Performance Indicator Based Infill Criterion for Expensive Multi-/Many-objective Optimization IEEE Transactions on Evolutionary Computation, 1-1.PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982169Yazdani, D.; Omidvar, M. N.; Yazdani, D.; Branke, J.; Nguyen, T. T.; Gandomi, A. H.; Jin, Y.; Yao, X. (2023): Robust Optimization Over Time: A Critical Review IEEE Transactions on Evolutionary Computation, 1-1.PUB | DOI | Download (ext.)
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981136Wang, S.; Ding, B.; Jin, Y. (2023): A Multi-Factorial Evolutionary Algorithm With Asynchronous Optimization Processes for Solving the Robust Influence Maximization Problem IEEE Computational Intelligence Magazine,18:(3): 41-53.PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979584Wu, Y.; Peng, X.; Wang, H.; Jin, Y.; Xu, D. (2023): Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy Environments IEEE Transactions on Evolutionary Computation,27:(3): 686-700.PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2980955Fan, Z.; Wang, Z.; Li, W.; Zhu, X.; Hu, B.; Zou, A. - M.; Bao, W.; Gu, M.; Hao, Z.; Jin, Y. (2023): Automated pattern generation for swarm robots using constrained multi-objective genetic programming Swarm and Evolutionary Computation,81:101337PUB | DOI | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979947Song, Z.; Wang, H.; Jin, Y. (2023): A Surrogate-Assisted Evolutionary Framework With Regions of Interests-Based Data Selection for Expensive Constrained Optimization IEEE Transactions on Systems, Man, and Cybernetics: Systems, 1-13.PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2979307Guo, H.; Peng, Q.; Cao, Z.; Jin, Y. (2023): DRL-Searcher: A Unified Approach to Multirobot Efficient Search for a Moving Target IEEE Transactions on Neural Networks and Learning Systems, 1-14.PUB | DOI | WoS | PubMed | Europe PMC
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2023 | Zeitschriftenaufsatz | Im Druck | PUB-ID: 2978720Yang, S.; Pang, Y.; Wang, H.; Lei, T.; Pan, J.; Wang, J.; Jin, Y. (In Press): Spike-Driven Multi-Scale Learning with Hybrid Mechanisms of Spiking Dendrites Neurocomputing,126240PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978320Zhang, X.; Yu, G.; Jin, Y.; Qian, F. (2023): Elitism-based transfer learning and diversity maintenance for dynamic multi-objective optimization Information Sciences,636:118927PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978768Ntelemis, F.; Jin, Y.; Thomas, S. A. (2023): A Generic Self-Supervised Framework of Learning Invariant Discriminative Features IEEE Transactions on Neural Networks and Learning Systems, 1-15.PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2979669Zhu, H.; Wang, X.; Jin, Y. (2023): Federated Many-Task Bayesian Optimization IEEE Transactions on Evolutionary Computation, 1-1.PUB | DOI | Download (ext.)
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978681Guo, H.; Sheng, W.; Gao, C.; Jin, Y. (2023): DRL Router: Distributional Reinforcement Learning-Based Router for Reliable Shortest Path Problems IEEE Intelligent Transportation Systems Magazine, 2-19.PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978322Yang, Z.; Zhang, J.; Jiang, Y.; Jin, Y. (2023): A Self-Organizing IoT Service Perception Algorithm Based on Human Visual Direction-Sensitive System IEEE Internet of Things Journal,10:(7): 6193-6204.PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978328
Lei, T.; Geng, X.; Ning, H.; Lv, Z.; Gong, M.; Jin, Y.; Nandi, A. K. (2023): Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images IEEE Transactions on Geoscience and Remote Sensing,61: 1-14.PUB | PDF | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978321Wang, X.; Jin, Y. (2023): Personalized Bayesian optimization for noisy problems Complex & Intelligent SystemsPUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978327Lu, Z.; Cheng, R.; Jin, Y.; Tan, K. C.; Deb, K. (2023): Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment IEEE Transactions on Evolutionary Computation, 1-1.PUB | DOI | Download (ext.)
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978382Xiao, Y.; Jin, Y.; Hao, K. (2023): Adaptive Prototypical Networks With Label Words and Joint Representation Learning for Few-Shot Relation Classification IEEE Transactions on Neural Networks and Learning Systems,34:(3): 1406-1417.PUB | DOI | Download (ext.)
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978348
Chen, M.; Guo, Y.; Jin, Y.; Yang, S.; Gong, D.; Yu, Z. (2023): An environment-driven hybrid evolutionary algorithm for dynamic multi-objective optimization problems Complex & Intelligent Systems,9:(1): 659-675.PUB | PDF | DOI | Download (ext.)
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978325Hou, Y.; Sun, M.; Zeng, Y.; Ong, Y. - S.; Jin, Y.; Ge, H.; Zhang, Q. (2023): A Multi-agent Cooperative Learning System with Evolution of Social Roles IEEE Transactions on Evolutionary Computation, 1-14.PUB | DOI | Download (ext.)
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978323Tian, Y.; Pan, J.; Yang, S.; Zhang, X.; He, S.; Jin, Y. (2023): Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm IEEE Transactions on Artificial Intelligence,4:(2): 268-281.PUB | DOI | Download (ext.)
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2023 | Konferenzbeitrag | PUB-ID: 2978670Liu, S.; Wang, X.; Jin, Y. (2023): Federated Bayesian for privacy-preserving neural architecture search.PUB
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2023 | Konferenzbeitrag | PUB-ID: 2978333Liao, P.; Jin, Y.; Du, W. (2023): EMT-NAS: Transferring architectural knowledge between tasks from different datasets. In: Yaochu Jin (Hrsg.): .PUB
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2023 | Konferenzbeitrag | PUB-ID: 2978539Xie, G.; Wang, J.; Liu, J.; Jin, Y.; Zheng, F. (2023): Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore. In: Guoyang Xie; Jinbao Wang; Jiaqi Liu; Yaochu Jin; Feng Zheng (Hrsg.): .PUB
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2969196Yang, S.; Wei, H.; Ma, H.; Tian, Y.; Zhang, X.; Cao, Y.; Jin, Y. (2023): Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm IEEE Transactions on Emerging Topics in Computational IntelligencePUB | DOI | WoS
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2968517Zhou, Y.; Jin, Y.; Sun, Y.; Ding, J. (2023): Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines IEEE Transactions on Emerging Topics in Computational IntelligencePUB | DOI | WoS
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2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978353He, C.; Cheng, R.; Li, L.; Tan, K. C.; Jin, Y. (2022): Large-scale Multiobjective Optimization via Reformulated Decision Variable Analysis IEEE Transactions on Evolutionary Computation, 1-1.PUB | DOI | Download (ext.) | WoS
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2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978346Chen, M.; Du, W.; Tang, Y.; Jin, Y.; Yen, G. G. (2022): A Decomposition Method for Both Additively and Non-additively Separable Problems IEEE Transactions on Evolutionary Computation, 1-1.PUB | DOI | Download (ext.) | WoS
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2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978355Gu, H.; Wang, H.; Jin, Y. (2022): Surrogate-Assisted Differential Evolution with Adaptive Multi-Subspace Search for Large-Scale Expensive Optimization IEEE Transactions on Evolutionary Computation, 1-1.PUB | DOI | Download (ext.) | WoS
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978332Wang, X.; Jin, Y.; Hao, K. (2022): Computational Modeling of Structural Synaptic Plasticity in Echo State Networks IEEE Transactions on Cybernetics,52:(10): 11254-11266.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978334Yang, S.; Tian, Y.; He, C.; Zhang, X.; Tan, K. C.; Jin, Y. (2022): A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks IEEE Transactions on Neural Networks and Learning Systems,33:(9): 4861-4875.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978335Tian, Y.; Peng, S.; Yang, S.; Zhang, X.; Tan, K. C.; Jin, Y. (2022): Action Command Encoding for Surrogate-Assisted Neural Architecture Search IEEE Transactions on Cognitive and Developmental Systems,14:(3): 1129-1142.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978336Tian, Y.; Zhang, Y.; Su, Y.; Zhang, X.; Tan, K. C.; Jin, Y. (2022): Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization IEEE Transactions on Cybernetics,52:(9): 9559-9572.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978338Liu, Y.; Liu, J.; Jin, Y. (2022): Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional Expensive Optimization IEEE Transactions on Systems, Man, and Cybernetics: Systems,52:(7): 4671-4684.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978339Xiang, X.; Tian, Y.; Zhang, X.; Xiao, J.; Jin, Y. (2022): A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing Problems IEEE Transactions on Intelligent Transportation Systems,23:(6): 5275-5286.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978340Liu, J.; Liu, Y.; Jin, Y.; Li, F. (2022): A Decision Variable Assortment-Based Evolutionary Algorithm for Dominance Robust Multiobjective Optimization IEEE Transactions on Systems, Man, and Cybernetics: Systems,52:(5): 3360-3375.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978331Wang, X.; Zhang, K.; Wang, J.; Jin, Y. (2022): An Enhanced Competitive Swarm Optimizer With Strongly Convex Sparse Operator for Large-Scale Multiobjective Optimization IEEE Transactions on Evolutionary Computation,26:(5): 859-871.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978330Wang, S.; Yin, Y.; Wang, D.; Wang, Y.; Jin, Y. (2022): Interpretability-Based Multimodal Convolutional Neural Networks for Skin Lesion Diagnosis IEEE Transactions on Cybernetics,52:(12): 12623-12637.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978329Ntelemis, F.; Jin, Y.; Thomas, S. A. (2022): Image Clustering Using an Augmented Generative Adversarial Network and Information Maximization IEEE Transactions on Neural Networks and Learning Systems,33:(12): 7461-7474.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978337Tian, Y.; Lu, C.; Zhang, X.; Cheng, F.; Jin, Y. (2022): A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems IEEE Transactions on Cybernetics,52:(7): 6784-6797.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978341Liu, Q.; Jin, Y.; Heiderich, M.; Rodemann, T.; Yu, G. (2022): An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular Problems IEEE Transactions on Cybernetics,52:(5): 2698-2711.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978342Guo, D.; Wang, X.; Gao, K.; Jin, Y.; Ding, J.; Chai, T. (2022): Evolutionary Optimization of High-Dimensional Multiobjective and Many-Objective Expensive Problems Assisted by a Dropout Neural Network IEEE Transactions on Systems, Man, and Cybernetics: Systems,52:(4): 2084-2097.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978343Zhu, H.; Jin, Y. (2022): Real-Time Federated Evolutionary Neural Architecture Search IEEE Transactions on Evolutionary Computation,26:(2): 364-378.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978344Xu, J.; Du, W.; Jin, Y.; He, W.; Cheng, R. (2022): Ternary Compression for Communication-Efficient Federated Learning IEEE Transactions on Neural Networks and Learning Systems,33:(3): 1162-1176.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978345Du, W.; Song, W.; Tang, Y.; Jin, Y.; Qian, F. (2022): Searching for Robustness Intervals in Evolutionary Robust Optimization IEEE Transactions on Evolutionary Computation,26:(1): 58-72.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978347Qi, S.; Zou, J.; Yang, S.; Jin, Y.; Zheng, J.; Yang, X. (2022): A self-exploratory competitive swarm optimization algorithm for large-scale multiobjective optimization Information Sciences,609: 1601-1620.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978351Wang, R.; Ersoy, O.; Zhu, H.; Jin, Y.; Liang, K. (2022): FEVERLESS: Fast and Secure Vertical Federated Learning based on XGBoost for Decentralized Labels IEEE Transactions on Big Data, 1-15.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978349Wang, X.; Jin, Y.; Du, W.; Wang, J. (2022): Evolving Dual-Threshold Bienenstock-Cooper-Munro Learning Rules in Echo State Networks IEEE Transactions on Neural Networks and Learning Systems, 1-12.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978350Wang, T.; Peng, X.; Jin, Y.; Xu, D. (2022): Experience Sharing Based Memetic Transfer Learning for Multiagent Reinforcement Learning Memetic Computing,14:(1): 3-17.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978352Chen, Q.; Jin, Y.; Song, Y. (2022): Fault-tolerant adaptive tracking control of Euler-Lagrange systems – An echo state network approach driven by reinforcement learning Neurocomputing,484: 109-116.PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978354
Brosnan, P.; Tian, G.; Zhang, H.; Wu, Z.; Jin, Y. (2022): Non-linear and multi-domain modelling of a permanent magnet linear synchronous machine for free piston engine generators Energy Conversion and Management: X,14:100195PUB | PDF | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978385Tian, Y.; Si, L.; Zhang, X.; Cheng, R.; He, C.; Tan, K. C.; Jin, Y. (2022): Evolutionary Large-Scale Multi-Objective Optimization: A Survey ACM Computing Surveys,54:(8): 1-34.PUB | DOI | Download (ext.)
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2022 | Konferenzbeitrag | PUB-ID: 2978672Xie, G.; Wang, J.; Huang, Y.; Zheng, Y.; Zheng, F.; Jin, Y. (2022): FedMed-ATL: Misaligned unpaired brain image synthesis via affine transform loss.PUB
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2022 | Konferenzbeitrag | PUB-ID: 2978671Hong, Y.; Jin, Y.; Tang, Y. (2022): Rethinking individual global max in cooperative multi-agent reinforcement learning.PUB
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2967881Tian, Y.; Feng, Y.; Wang, C.; Cao, R.; Zhang, X.; Pei, X.; Tan, K. C.; Jin, Y. (2022): A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy Planning IEEE Transactions on Evolutionary Computation,26:(6): 1511-1525.PUB | DOI | WoS
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2966363Tian, Y.; Chen, H.; Ma, H.; Zhang, X.; Tan, K. C.; Jin, Y. (2022): Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization IEEE/CAA Journal of Automatica Sinica ,9:(10): 1801-1817.PUB | DOI | WoS
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2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2964649Liu, Q.; Jin, Y.; Heiderich, M.; Rodemann, T. (2022): Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization IEEE Transactions on Systems, Man, and Cybernetics: SystemsPUB | DOI | WoS
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964066Wang, X.; Zhang, B.; Wang, J.; Zhang, K.; Jin, Y. (2022): A Cluster-Based Competitive Particle Swarm Optimizer with a Sparse Truncation Operator for Multi-Objective Optimization Swarm and Evolutionary Computation,71:101083PUB | DOI | WoS
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2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2963829Liu, Z.; Wang, H.; Jin, Y. (2022): Performance Indicator-Based Adaptive Model Selection for Offline Data-Driven Multiobjective Evolutionary Optimization IEEE Transactions on CyberneticsPUB | DOI | WoS | PubMed | Europe PMC
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2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2963475Bai, H.; Cheng, R.; Yazdani, D.; Tan, K. C.; Jin, Y. (2022): Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable Grouping IEEE Transactions on CyberneticsPUB | DOI | WoS | PubMed | Europe PMC
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2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2962704Liu, Q.; Cheng, R.; Jin, Y.; Heiderich, M.; Rodemann, T. (2022): Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization IEEE Transactions on Systems, Man, and Cybernetics: SystemsPUB | DOI | WoS
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2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2961885Tian, Y.; Li, X.; Ma, H.; Zhang, X.; Tan, K. C.; Jin, Y. (2022): Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization IEEE Transactions on Emerging Topics in Computational IntelligencePUB | DOI | WoS
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978359Wang, S.; Yin, Y.; Wang, D.; Lv, Z.; Wang, Y.; Jin, Y. (2021): An interpretable deep neural network for colorectal polyp diagnosis under colonoscopy Knowledge-Based Systems,234:107568PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978360Shirazi, A. R.; Jin, Y. (2021): Regulated Morphogen Gradients for Target Surrounding and Adaptive Shape Formation IEEE Transactions on Cognitive and Developmental Systems,13:(4): 818-826.PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978361Wang, X.; Jin, Y.; Schmitt, S.; Olhofer, M.; Allmendinger, R. (2021): Transfer learning based surrogate assisted evolutionary bi-objective optimization for objectives with different evaluation times Knowledge-Based Systems,227:107190PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2959044Wang, X.; Jin, Y.; Schmitt, S.; Olhofer, M. (2021): Transfer Learning Based Co-surrogate Assisted Evolutionary Bi-objective Optimization for Objectives with Non-uniform Evaluation Times Evolutionary computation,30:(2): 221–251.PUB | DOI | WoS | PubMed | Europe PMC
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978363Yazdani, D.; Cheng, R.; Yazdani, D.; Branke, J.; Jin, Y.; Yao, X. (2021): A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part B IEEE Transactions on Evolutionary Computation,25:(4): 630-650.PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978362Yazdani, D.; Cheng, R.; Yazdani, D.; Branke, J.; Jin, Y.; Yao, X. (2021): A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part A IEEE Transactions on Evolutionary Computation,25:(4): 609-629.PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978364Qian, F.; Jin, Y.; Qin, S. J.; Sundmacher, K. (2021): Guest Editorial Special Issue on Deep Integration of Artificial Intelligence and Data Science for Process Manufacturing IEEE Transactions on Neural Networks and Learning Systems,32:(8): 3294-3295.PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978365Qin, S.; Sun, C.; Jin, Y.; Tan, Y.; Fieldsend, J. (2021): Large-Scale Evolutionary Multiobjective Optimization Assisted by Directed Sampling IEEE Transactions on Evolutionary Computation,25:(4): 724-738.PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978366Wang, S.; Liu, J.; Jin, Y. (2021): A Computationally Efficient Evolutionary Algorithm for Multiobjective Network Robustness Optimization IEEE Transactions on Evolutionary Computation,25:(3): 419-432.PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978370Tian, Y.; Lu, C.; Zhang, X.; Tan, K. C.; Jin, Y. (2021): Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks IEEE Transactions on Cybernetics,51:(6): 3115-3128.PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978372Zhu, H.; Zhang, H.; Jin, Y. (2021): From federated learning to federated neural architecture search: a survey Complex & Intelligent Systems,7:(2): 639-657.PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978374Tian, Y.; Zhang, T.; Xiao, J.; Zhang, X.; Jin, Y. (2021): A Coevolutionary Framework for Constrained Multiobjective Optimization Problems IEEE Transactions on Evolutionary Computation,25:(1): 102-116.PUB | DOI | Download (ext.)
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2021 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2978390Xu, J.; Fang, Z.; Gao, Y.; Ma, S.; Jin, Y.; Zhou, H.; Wang, A. (2021): Point AE-DCGAN: A deep learning model for 3D point cloud lossy geometry compression. In: Ali Bilgin; Michael W. Marcellin; Joan Serra-Sagrista; James A. Storer (Hrsg.): 2021 Data Compression Conference (DCC). IEEE. S. 379-379.PUB | DOI
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978392Chen, H.; Li, F.; Wang, L.; Jin, Y.; Chi, C. - H.; Kurgan, L.; Song, J.; Shen, J. (2021): Systematic evaluation of machine learning methods for identifying human–pathogen protein–protein interactions Briefings in Bioinformatics,22:(3)PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978367Tian, Y.; Liu, R.; Zhang, X.; Ma, H.; Tan, K. C.; Jin, Y. (2021): A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems IEEE Transactions on Evolutionary Computation,25:(3): 405-418.PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978368He, C.; Huang, S.; Cheng, R.; Tan, K. C.; Jin, Y. (2021): Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs) IEEE Transactions on Cybernetics,51:(6): 3129-3142.PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978369He, C.; Cheng, R.; Tian, Y.; Zhang, X.; Tan, K. C.; Jin, Y. (2021): Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization IEEE Transactions on Evolutionary Computation,25:(3): 448-462.PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2960436Yu, G.; Jin, Y.; Olhofer, M.; Liu, Q.; Du, W. (2021): Solution Set Augmentation for Knee Identification in Multiobjective Decision Analysis IEEE Transactions on CyberneticsPUB | DOI | WoS | PubMed | Europe PMC
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978393Huang, L.; Ding, Y.; Zhou, M. C.; Jin, Y.; Hao, K. (2020): Multiple-Solution Optimization Strategy for Multirobot Task Allocation IEEE Transactions on Systems, Man, and Cybernetics: Systems,50:(11): 4283-4294.PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978394Chen, Y.; Sun, X.; Jin, Y. (2020): Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation IEEE Transactions on Neural Networks and Learning Systems,31:(10): 4229-4238.PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978395Zhou, Y.; Jin, Y.; Ding, J. (2020): Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines Neurocomputing,406: 12-23.PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978397Tian, Y.; Zheng, X.; Zhang, X.; Jin, Y. (2020): Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer IEEE Transactions on Cybernetics,50:(8): 3696-3708.PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978396Yu, G.; Jin, Y.; Olhofer, M. (2020): Benchmark Problems and Performance Indicators for Search of Knee Points in Multiobjective Optimization IEEE Transactions on Cybernetics,50:(8): 3531-3544.PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978398Wang, S.; Liu, J.; Jin, Y. (2020): Surrogate-Assisted Robust Optimization of Large-Scale Networks Based on Graph Embedding IEEE Transactions on Evolutionary Computation,24:(4): 735-749.PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978399Wang, H.; Jin, Y.; Yang, C.; Jiao, L. (2020): Transfer stacking from low-to high-fidelity: A surrogate-assisted bi-fidelity evolutionary algorithm Applied Soft Computing,92:106276PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978402Wang, X.; Jin, Y.; Schmitt, S.; Olhofer, M. (2020): An adaptive Bayesian approach to surrogate-assisted evolutionary multi-objective optimization Information Sciences,519: 317-331.PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978404Wang, X.; Jin, Y.; Hao, K. (2020): Evolving Local Plasticity Rules for Synergistic Learning in Echo State Networks IEEE Transactions on Neural Networks and Learning Systems,31:(4): 1363-1374.PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978405Zhu, H.; Jin, Y. (2020): Multi-Objective Evolutionary Federated Learning IEEE Transactions on Neural Networks and Learning Systems,31:(4): 1310-1322.PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978406Sun, Y.; Wang, H.; Xue, B.; Jin, Y.; Yen, G. G.; Zhang, M. (2020): Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor IEEE Transactions on Evolutionary Computation,24:(2): 350-364.PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978407Tian, Y.; Zhang, X.; Cheng, R.; He, C.; Jin, Y. (2020): Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling IEEE Transactions on Cybernetics,50:(3): 1106-1119.PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978408Zhang, X.; Zhou, K.; Pan, H.; Zhang, L.; Zeng, X.; Jin, Y. (2020): A Network Reduction-Based Multiobjective Evolutionary Algorithm for Community Detection in Large-Scale Complex Networks IEEE Transactions on Cybernetics,50:(2): 703-716.PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978411Yang, Z.; Ding, Y.; Jin, Y.; Hao, K. (2020): Immune-Endocrine System Inspired Hierarchical Coevolutionary Multiobjective Optimization Algorithm for IoT Service IEEE Transactions on Cybernetics,50:(1): 164-177.PUB | DOI | Download (ext.)
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2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978412Wang, X.; Jin, Y.; Hao, K. (2020): A Gated Recurrent Unit based Echo State Network. In: 2020 International Joint Conference on Neural Networks (IJCNN). IEEE. S. 1-7.PUB | DOI | Download (ext.)
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2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978413Fourati, R.; Ammar, B.; Jin, Y.; Alimi, A. M. (2020): EEG feature learning with Intrinsic Plasticity based Deep Echo State Network. In: 2020 International Joint Conference on Neural Networks (IJCNN). IEEE. S. 1-8.PUB | DOI | Download (ext.)
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2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978414Naik, N.; Jenkins, P.; Cooke, R.; Gillett, J.; Jin, Y. (2020): Evaluating Automatically Generated YARA Rules and Enhancing Their Effectiveness. In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE. S. 1146-1153.PUB | DOI | Download (ext.)
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2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978415Chen, H.; Jin, Y.; Wang, L.; Chi, C. - H.; Shen, J. (2020): HIME: Mining and Ensembling Heterogeneous Information for Protein-Protein Interactions Prediction. In: 2020 International Joint Conference on Neural Networks (IJCNN). IEEE. S. 1-8.PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978416Liao, P.; Sun, C.; Zhang, G.; Jin, Y. (2020): Multi-surrogate multi-tasking optimization of expensive problems Knowledge-Based Systems,205:106262PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978417Wang, S.; Liu, J.; Jin, Y. (2020): Robust Structural Balance in Signed Networks Using a Multiobjective Evolutionary Algorithm IEEE Computational Intelligence Magazine,15:(2): 24-35.PUB | DOI | Download (ext.)
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2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978418Wang, X.; Jin, Y.; Schmitt, S.; Olhofer, M.; Coello Coello, C. A. (2020): Transfer learning for gaussian process assisted evolutionary bi-objective optimization for objectives with different evaluation times. In: Proceedings of the 2020 Genetic and Evolutionary Computation Conference (GECCO '20). New York, NY: ACM. S. 587-594.PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978403Tian, Y.; Zhang, X.; Wang, C.; Jin, Y. (2020): An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems IEEE Transactions on Evolutionary Computation,24:(2): 380-393.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978420Rong, M.; Gong, D.; Zhang, Y.; Jin, Y.; Pedrycz, W. (2019): Multidirectional Prediction Approach for Dynamic Multiobjective Optimization Problems IEEE Transactions on Cybernetics,49:(9): 3362-3374.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978419He, C.; Li, L.; Tian, Y.; Zhang, X.; Cheng, R.; Jin, Y.; Yao, X. (2019): Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation IEEE Transactions on Evolutionary Computation,23:(6): 949-961.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978421Peng, X.; Jin, Y.; Wang, H. (2019): Multimodal Optimization Enhanced Cooperative Coevolution for Large-Scale Optimization IEEE Transactions on Cybernetics,49:(9): 3507-3520.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978422Hua, Y.; Jin, Y.; Hao, K. (2019): A Clustering-Based Adaptive Evolutionary Algorithm for Multiobjective Optimization With Irregular Pareto Fronts IEEE Transactions on Cybernetics,49:(7): 2758-2770.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978423Han, D.; Du, W.; Du, W.; Jin, Y.; Wu, C. (2019): An adaptive decomposition-based evolutionary algorithm for many-objective optimization Information Sciences,491: 204-222.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978424Wang, X.; Jin, Y.; Hao, K. (2019): Echo state networks regulated by local intrinsic plasticity rules for regression Neurocomputing,351: 111-122.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978425Yang, C.; Ding, J.; Jin, Y.; Wang, C.; Chai, T. (2019): Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation Processes IEEE Transactions on Automation Science and Engineering,16:(3): 1046-1057.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978427Wang, Y.; Wang, D.; Geng, N.; Wang, Y.; Yin, Y.; Jin, Y. (2019): Stacking-based ensemble learning of decision trees for interpretable prostate cancer detection Applied Soft Computing,77: 188-204.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978428Guo, D.; Jin, Y.; Ding, J.; Chai, T. (2019): Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems IEEE Transactions on Cybernetics,49:(3): 1012-1025.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978429Fan, Q.; Jin, Y.; Wang, W.; Yan, X. (2019): A performance-driven multi-algorithm selection strategy for energy consumption optimization of sea-rail intermodal transportation Swarm and Evolutionary Computation,44: 1-17.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978430Wang, Y.; Wang, D.; Ye, X.; Wang, Y.; Yin, Y.; Jin, Y. (2019): A tree ensemble-based two-stage model for advanced-stage colorectal cancer survival prediction Information Sciences,474: 106-124.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978431Carneiro, M. G.; Cheng, R.; Zhao, L.; Jin, Y. (2019): Particle swarm optimization for network-based data classification Neural Networks,110: 243-255.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978433Han, Y.; Gong, D.; Jin, Y.; Pan, Q. (2019): Evolutionary Multiobjective Blocking Lot-Streaming Flow Shop Scheduling With Machine Breakdowns IEEE Transactions on Cybernetics,49:(1): 184-197.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978434Du, W.; Zhong, W.; Tang, Y.; Du, W.; Jin, Y. (2019): High-Dimensional Robust Multi-Objective Optimization for Order Scheduling: A Decision Variable Classification Approach IEEE Transactions on Industrial Informatics,15:(1): 293-304.PUB | DOI | Download (ext.)
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2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978436Zhou, Y.; Jin, Y.; Ding, J. (2019): Evolutionary Optimization of Liquid State Machines for Robust Learning. In: Huchuan Lu; Huajin Tang; Zhanshan Wang (Hrsg.): Advances in Neural Networks – ISNN 2019. 16th International Symposium on Neural Networks, ISNN 2019, Moscow, Russia, July 10–12, 2019, Proceedings, Part I. Cham: Springer International Publishing. (Lecture Notes in Computer Science, 11554). S. 389-398.PUB | DOI | Download (ext.)
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2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978437Andrés-Pérez, E.; González-Juarez, D.; Martin, M.; Iuliano, E.; Cinquegrana, D.; Carrier, G.; Peter, J.; Bailly, D.; Amoignon, O.; Dvorak, P.; Funes, D.; Weinerfelt, P.; Carro, L.; Salcedo, S.; Jin, Y.; Doherty, J.; Wang, H. (2019): Garteur AD/AG-52: Surrogate-Based Global Optimization Methods in Preliminary Aerodynamic Design. In: Esther Andrés-Pérez; Leo M. González; Jacques Periaux; Nicolas Gauger; Domenico Quagliarella; Kyriakos Giannakoglou (Hrsg.): Evolutionary and Deterministic Methods for Design Optimization and Control With Applications to Industrial and Societal Problems. Cham: Springer International Publishing. (Computational Methods in Applied Sciences, 49). S. 195-210.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978448Yang, Z.; Jin, Y.; Hao, K. (2019): A Bio-Inspired Self-Learning Coevolutionary Dynamic Multiobjective Optimization Algorithm for Internet of Things Services IEEE Transactions on Evolutionary Computation,23:(4): 675-688.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978451Tian, Y.; Cheng, R.; Zhang, X.; Su, Y.; Jin, Y. (2019): A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization IEEE Transactions on Evolutionary Computation,23:(2): 331-345.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978455Jin, Y.; Wang, H.; Chugh, T.; Guo, D.; Miettinen, K. (2019): Data-Driven Evolutionary Optimization: An Overview and Case Studies IEEE Transactions on Evolutionary Computation,23:(3): 442-458.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978463Wang, H.; Jin, Y.; Sun, C.; Doherty, J. (2019): Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles IEEE Transactions on Evolutionary Computation,23:(2): 203-216.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978479Ye, X.; Li, J.; Liu, S.; Liang, J.; Jin, Y. (2019): A hybrid instance-intensive workflow scheduling method in private cloud environment Natural Computing,18:(4): 735-746.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978482Wang, D. - J.; Liu, F.; Jin, Y. (2019): A proactive scheduling approach to steel rolling process with stochastic machine breakdown Natural Computing,18:(4): 679-694.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978495Ding, J.; Yang, C.; Jin, Y.; Chai, T. (2019): Generalized Multitasking for Evolutionary Optimization of Expensive Problems IEEE Transactions on Evolutionary Computation,23:(1): 44-58.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978503Guo, F.; Ren, L.; Jin, Y.; Ding, Y. (2019): A dynamic SVR–ARMA model with improved fruit fly algorithm for the nonlinear fiber stretching process Natural Computing,18:(4): 747-756.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978449Pan, L.; He, C.; Tian, Y.; Wang, H.; Zhang, X.; Jin, Y. (2019): A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization IEEE Transactions on Evolutionary Computation,23:(1): 74-88.PUB | DOI
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978461Tian, J.; Tan, Y.; Zeng, J.; Sun, C.; Jin, Y. (2019): Multiobjective Infill Criterion Driven Gaussian Process-Assisted Particle Swarm Optimization of High-Dimensional Expensive Problems IEEE Transactions on Evolutionary Computation,23:(3): 459-472.PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978432Jiao, R.; Zeng, S.; Li, C.; Jiang, Y.; Jin, Y. (2019): A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization Information Sciences,471: 80-96.PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978435Ding, J.; Yang, C.; Xiao, Q.; Chai, T.; Jin, Y. (2018): Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation in Mineral Processing IEEE Transactions on Emerging Topics in Computational Intelligence, 1-13.PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978438Wang, H.; Jin, Y.; Doherty, J. (2018): A Generic Test Suite for Evolutionary Multifidelity Optimization IEEE Transactions on Evolutionary Computation,22:(6): 836-850.PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978439Cui, S.; Wang, D.; Wang, Y.; Yu, P. - W.; Jin, Y. (2018): An improved support vector machine-based diabetic readmission prediction Computer Methods and Programs in Biomedicine,166: 123-135.PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978440Xie, Z.; Jin, Y. (2018): An Extended Reinforcement Learning Framework to Model Cognitive Development With Enactive Pattern Representation IEEE Transactions on Cognitive and Developmental Systems,10:(3): 738-750.PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978441Tian, Y.; Cheng, R.; Zhang, X.; Cheng, F.; Jin, Y. (2018): An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility IEEE Transactions on Evolutionary Computation,22:(4): 609-622.PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978442Yu, H.; Tan, Y.; Zeng, J.; Sun, C.; Jin, Y. (2018): Surrogate-assisted hierarchical particle swarm optimization Information Sciences,454-455: 59-72.PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978444Gu, S.; Cheng, R.; Jin, Y. (2018): Feature selection for high-dimensional classification using a competitive swarm optimizer Soft Computing,22:(3): 811-822.PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978447Jin, Y.; Miettinen, K.; Ishibuchi, H. (2018): Guest Editorial Evolutionary Many-Objective Optimization IEEE Transactions on Evolutionary Computation,22:(1): 1-2.PUB | DOI | Download (ext.)
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2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978467Sun, C.; Jin, Y.; Tan, Y.; Takadama, K. (2018): Semi-supervised learning assisted particle swarm optimization of computationally expensive problems. In: Hernan Aguirre (Hrsg.): Proceedings of the Genetic and Evolutionary Computation Conference. New York, NY: ACM. S. 45-52.PUB | DOI
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978457Chen, Z.; Yeo, C. K.; Lee, B. S.; Lau, C. T.; Jin, Y. (2018): Evolutionary multi-objective optimization based ensemble autoencoders for image outlier detection Neurocomputing,309: 192-200.PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978453Sun, C.; Ding, J.; Zeng, J.; Jin, Y. (2018): A fitness approximation assisted competitive swarm optimizer for large scale expensive optimization problems Memetic Computing,10:(2): 123-134.PUB | DOI | Download (ext.)
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2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978458Wang, H.; Doherty, J.; Jin, Y. (2018): Hierarchical Surrogate-Assisted Evolutionary Multi-Scenario Airfoil Shape Optimization. In: 2018 IEEE Congress on Evolutionary Computation (CEC). IEEE. S. 1-8.PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978460Oh, H.; Shiraz, A. R.; Jin, Y. (2018): Morphogen diffusion algorithms for tracking and herding using a swarm of kilobots Soft Computing,22:(6): 1833-1844.PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978464Qian, C.; Yu, Y.; Tang, K.; Jin, Y.; Yao, X.; Zhou, Z. - H. (2018): On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments Evolutionary Computation,26:(2): 237-267.PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978465Lu, J.; Ding, J.; Liu, C.; Jin, Y. (2018): Prediction of Physical Properties of Crude Oil Based on Ensemble Random Weights Neural Network IFAC-PapersOnLine,51:(18): 655-660.PUB | DOI | Download (ext.)
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2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978469Doherty, J. J.; Wang, H.; Jin, Y. (2018): Use of Global Drag Rise Boundaries to Investigate Ill-Posed Transonic Airfoil Optimization. In: 2018 Applied Aerodynamics Conference. Reston, Virginia: American Institute of Aeronautics and Astronautics.PUB | DOI
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978446Chugh, T.; Jin, Y.; Miettinen, K.; Hakanen, J.; Sindhya, K. (2018): A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization IEEE Transactions on Evolutionary Computation,22:(1): 129-142.PUB | DOI
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978445Zhang, X.; Tian, Y.; Cheng, R.; Jin, Y. (2018): A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization IEEE Transactions on Evolutionary Computation,22:(1): 97-112.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978489Jin, Y.; Kollias, S. (2017): Conference Report on 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016) [Conference Reports] IEEE Computational Intelligence Magazine,12:(2): 18-19.PUB | DOI | Download (ext.)
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2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978454Tian, J.; Sun, C.; Zeng, J.; Yu, H.; Tan, Y.; Jin, Y. (2017): Comparisons of different kernels in Kriging-assisted evolutionary expensive optimization. In: 2017 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE. S. 1-8.PUB | DOI | Download (ext.)
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2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978456Thomas, S. A.; Jin, Y.; Bunch, J.; Gilmore, I. S. (2017): Enhancing classification of mass spectrometry imaging data with deep neural networks. In: 2017 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE. S. 1-8.PUB | DOI | Download (ext.)
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2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978462Carneiro, M. G.; Cupertino, T. H.; Cheng, R.; Jin, Y.; Zhao, L. (2017): Nature-Inspired Graph Optimization for Dimensionality Reduction. In: 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI). IEEE. S. 1113-1119.PUB | DOI | Download (ext.)
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2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978468Yang, C.; Ding, J.; Tan, K. C.; Jin, Y. (2017): Two-stage assortative mating for multi-objective multifactorial evolutionary optimization. In: 2017 IEEE 56th Annual Conference on Decision and Control (CDC). IEEE. S. 76-81.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978470Chrol-Cannon, J.; Jin, Y.; Grüning, A. (2017): An efficient method for online detection of polychronous patterns in spiking neural networks Neurocomputing,267: 644-650.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978471Cheng, R.; Jin, Y.; Olhofer, M.; sendhoff, B. (2017): Test Problems for Large-Scale Multiobjective and Many-Objective Optimization IEEE Transactions on Cybernetics,47:(12): 4108-4121.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978472Liu, Y.; Gong, D.; Sun, J.; Jin, Y. (2017): A Many-Objective Evolutionary Algorithm Using A One-by-One Selection Strategy IEEE Transactions on Cybernetics,47:(9): 2689-2702.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978474Gu, S.; Jin, Y. (2017): Multi-train: A semi-supervised heterogeneous ensemble classifier Neurocomputing,249: 202-211.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978498Jin, Y.; Ding, J. (2017): Special issue on “Data-driven evolutionary optimization” Soft Computing,21:(20): 5867-5868.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978499Allmendinger, R.; Emmerich, M. T. M.; Hakanen, J.; Jin, Y.; Rigoni, E. (2017): Surrogate-assisted multicriteria optimization: Complexities, prospective solutions, and business case Journal of Multi-Criteria Decision Analysis,24:(1-2): 5-24.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978500Jin, Y.; Ding, J.; Ding, Y. (2017): Thematic issue on “bio-inspired learning for data analysis” Memetic Computing,9:(1): 1-2.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978476Wang, H.; Jin, Y.; Yao, X. (2017): Diversity Assessment in Many-Objective Optimization IEEE Transactions on Cybernetics,47:(6): 1510-1522.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978477Shirazi, A. R.; Jin, Y. (2017): A Strategy for Self-Organized Coordinated Motion of a Swarm of Minimalist Robots IEEE Transactions on Emerging Topics in Computational Intelligence,1:(5): 326-338.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978480Huang, Y.; Ding, Y.; Hao, K.; Jin, Y. (2017): A multi-objective approach to robust optimization over time considering switching cost Information Sciences,394-395: 183-197.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978481Wang, D. - J.; Liu, F.; Jin, Y. (2017): A multi-objective evolutionary algorithm guided by directed search for dynamic scheduling Computers & Operations Research,79: 279-290.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978483He, C.; Tian, Y.; Jin, Y.; Zhang, X.; Pan, L. (2017): A radial space division based evolutionary algorithm for many-objective optimization Applied Soft Computing,61: 603-621.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978484
Liu, J.; Chi, Y.; Zhu, C.; Jin, Y. (2017): A time series driven decomposed evolutionary optimization approach for reconstructing large-scale gene regulatory networks based on fuzzy cognitive maps BMC Bioinformatics,18:(1):241PUB | PDF | DOI | Download (ext.)
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2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978486Naik, N.; Jenkins, P.; Cooke, R.; Ball, D.; Foster, A.; Jin, Y. (2017): Augmented windows fuzzy firewall for preventing denial of service attack. In: 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE. S. 1-6.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978487Oh, H.; Ramezan Shirazi, A.; Sun, C.; Jin, Y. (2017): Bio-inspired self-organising multi-robot pattern formation: A review Robotics and Autonomous Systems,91: 83-100.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978488Albukhanajer, W. A.; Jin, Y.; Briffa, J. A. (2017): Classifier ensembles for image identification using multi-objective Pareto features Neurocomputing,238: 316-327.PUB | DOI | Download (ext.)
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2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978491Wang, H.; Jin, Y. (2017): Efficient nonlinear correlation detection for decomposed search in evolutionary multi-objective optimization. In: 2017 IEEE Congress on Evolutionary Computation (CEC). IEEE. S. 649-656.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978493Yao, G.; Ding, Y.; Jin, Y.; Hao, K. (2017): Endocrine-based coevolutionary multi-swarm for multi-objective workflow scheduling in a cloud system Soft Computing,21:(15): 4309-4322.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978494Cheng, R.; Rodemann, T.; Fischer, M.; Olhofer, M.; Jin, Y. (2017): Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation IEEE Transactions on Emerging Topics in Computational Intelligence,1:(2): 97-111.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978496Zhang, X.; Duan, F.; Zhang, L.; Cheng, F.; Jin, Y.; Tang, K. (2017): Pattern Recommendation in Task-oriented Applications: A Multi-Objective Perspective [Application Notes] IEEE Computational Intelligence Magazine,12:(3): 43-53.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978497Tian, Y.; Cheng, R.; Zhang, X.; Jin, Y. (2017): PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum] IEEE Computational Intelligence Magazine,12:(4): 73-87.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978501Ye, X.; Liu, S.; Yin, Y.; Jin, Y. (2017): User-oriented many-objective cloud workflow scheduling based on an improved knee point driven evolutionary algorithm Knowledge-Based Systems,135: 113-124.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978478Chugh, T.; Chakraborti, N.; Sindhya, K.; Jin, Y. (2017): A data-driven surrogate-assisted evolutionary algorithm applied to a many-objective blast furnace optimization problem Materials and Manufacturing Processes,32:(10): 1172-1178.PUB | DOI
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978475Sun, C.; Jin, Y.; Cheng, R.; Ding, J.; Zeng, J. (2017): Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems IEEE Transactions on Evolutionary Computation,21:(4): 644-660.PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978473Wang, H.; Jin, Y.; Doherty, J. (2017): Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems IEEE Transactions on Cybernetics,47:(9): 2664-2677.PUB | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978485Yolcu, U.; Jin, Y.; Egrioglu, E. (2016): An ensemble of single multiplicative neuron models for probabilistic prediction. In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE. S. 1-8.PUB | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978490Hakanen, J.; Chugh, T.; Sindhya, K.; Jin, Y.; Miettinen, K. (2016): Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithms. In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE. S. 1-8.PUB | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978492Zhang, X.; Tian, Y.; Cheng, R.; Jin, Y. (2016): Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization. In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE. S. 1-8.PUB | DOI | Download (ext.)
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978502Cheng, R.; Jin, Y.; Olhofer, M.; Sendhoff, B. (2016): A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization IEEE Transactions on Evolutionary Computation,20:(5): 773-791.PUB | DOI | Download (ext.)
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978504Peng, X.; Liu, K.; Jin, Y. (2016): A dynamic optimization approach to the design of cooperative co-evolutionary algorithms Knowledge-Based Systems,109: 174-186.PUB | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978505Tian, Y.; Zhang, X.; Cheng, R.; Jin, Y. (2016): A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric. In: 2016 IEEE Congress on Evolutionary Computation (CEC). IEEE. S. 5222-5229.PUB | DOI | Download (ext.)
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978506Zhang, X.; Tian, Y.; Jin, Y. (2016): Approximate non-dominated sorting for evolutionary many-objective optimization Information Sciences,369: 14-33.PUB | DOI | Download (ext.)
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2016 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978508Cheng, S.; Liu, B.; Shi, Y.; Jin, Y.; Li, B. (2016): Evolutionary Computation and Big Data: Key Challenges and Future Directions. In: Ying Tan; Yuhui Shi (Hrsg.): Data Mining and Big Data. Cham: Springer International Publishing. (Lecture Notes in Computer Science, ). S. 3-14.PUB | DOI | Download (ext.)
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978512Ding, Y.; Zhang, T.; Ren, L.; Jin, Y.; Hao, K.; Chen, L. (2016): Immune-inspired self-adaptive collaborative control allocation for multi-level stretching processes Information Sciences,342: 81-95.PUB | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978513He, H.; Tiwari, A.; Mehnen, J.; Watson, T.; Maple, C.; Jin, Y.; Gabrys, B. (2016): Incremental information gain analysis of input attribute impact on RBF-kernel SVM spam detection. In: 2016 IEEE Congress on Evolutionary Computation (CEC). IEEE. S. 1022-1029.PUB | DOI | Download (ext.)
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978514Yusoff, M. - H.; Chrol-Cannon, J.; Jin, Y. (2016): Modeling neural plasticity in echo state networks for classification and regression Information Sciences,364-365: 184-196.PUB | DOI | Download (ext.)
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978517
Cerri, R.; Barros, R. C.; P. L. F. de Carvalho, A. C.; Jin, Y. (2016): Reduction strategies for hierarchical multi-label classification in protein function prediction BMC Bioinformatics,17:(1):373PUB | PDF | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978518Jin, Y.; Yang, C.; Ding, J.; Chai, T. (2016): Reference point based prediction for evolutionary dynamic multiobjective optimization. In: 2016 IEEE Congress on Evolutionary Computation (CEC). IEEE. S. 3769-3776.PUB | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978519Rahat, A.; Everson, R.; Fieldsend, J.; Jin, Y.; Wang, H.; Neumann, F.; Sutton, A. M. (2016): Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & Organization. In: Tobias Friedrich (Hrsg.): Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. New York, NY, USA: ACM. S. 1265-1266.PUB | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978520He, H.; Maple, C.; Watson, T.; Tiwari, A.; Mehnen, J.; Jin, Y.; Gabrys, B. (2016): The security challenges in the IoT enabled cyber-physical systems and opportunities for evolutionary computing & other computational intelligence. In: 2016 IEEE Congress on Evolutionary Computation (CEC). IEEE. S. 1015-1021.PUB | DOI | Download (ext.)
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978521Brown, C.; Jin, Y.; Leach, M.; Hodgson, M. (2016): $$\mu $$ μ JADE: adaptive differential evolution with a small population Soft Computing,20:(10): 4111-4120.PUB | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978515Carneiro, M. G.; Zhao, L.; Cheng, R.; Jin, Y. (2016): Network structural optimization based on swarm intelligence for highlevel classification. In: 2016 International Joint Conference on Neural Networks (IJCNN). IEEE. S. 3737-3744.PUB | DOI | Download (ext.)
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978509Han, Y.; Gong, D.; Jin, Y.; Pan, Q. -ke (2016): Evolutionary multi-objective blocking lot-streaming flow shop scheduling with interval processing time Applied Soft Computing,42: 229-245.PUB | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978510Sun, C.; Jin, Y.; Ding, J.; Zeng, J.; Neumann, F.; Sutton, A. M. (2016): Fitness Estimation Strategy Assisted Competitive Swarm Optimizer for High Dimensional Expensive Problems. In: Tobias Friedrich; Frank Neumann; Andrew M. Sutton (Hrsg.): Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. New York, NY, USA: ACM. S. 1277-1278.PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978526Cheng, R.; Jin, Y.; Narukawa, K.; Sendhoff, B. (2015): A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling IEEE Transactions on Evolutionary Computation,19:(6): 838-856.PUB | DOI | Download (ext.)
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978511Wu, 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): General chairs and program chairs message. In: 2015 Conference on Technologies and Applications of Artificial Intelligence (TAAI). IEEE. S. 13-14.PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978522Zhang, T.; Jin, Y.; Ding, Y.; Hao, K. (2015): A cytokine network-inspired cooperative control system for multi-stage stretching processes in fiber production Soft Computing,19:(6): 1523-1540.PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978523Wu, Y.; Jin, Y.; Liu, X. (2015): A directed search strategy for evolutionary dynamic multiobjective optimization Soft Computing,19:(11): 3221-3235.PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978525Wang, D. - J.; Liu, F.; Wang, Y. - Z.; Jin, Y. (2015): A knowledge-based evolutionary proactive scheduling approach in the presence of machine breakdown and deterioration effect Knowledge-Based Systems,90: 70-80.PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978527Cheng, R.; Jin, Y. (2015): A social learning particle swarm optimization algorithm for scalable optimization Information Sciences,291: 43-60.PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978528Sun, C.; Jin, Y.; Zeng, J.; Yu, Y. (2015): A two-layer surrogate-assisted particle swarm optimization algorithm Soft Computing,19:(6): 1461-1475.PUB | DOI | Download (ext.)
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2015 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978529Cheng, R.; Jin, Y.; Narukawa, K. (2015): Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto Fronts. In: António Gaspar-Cunha; Carlos Henggeler Antunes; Carlos Coello Coello (Hrsg.): Evolutionary Multi-Criterion Optimization. 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part I. Cham: Springer International Publishing. (Lecture Notes in Computer Science, 9018). S. 127-140.PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978530Jin, Y.; Ding, Y.; Hao, K.; Jin, Y. (2015): An endocrine-based intelligent distributed cooperative algorithm for target tracking in wireless sensor networks Soft Computing,19:(5): 1427-1441.PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978532Rahman, T.; Mahapatra, M.; Laing, E.; Jin, Y. (2015): Evolutionary non-linear modelling for selecting vaccines against antigenically variable viruses Bioinformatics,31:(6): 834-840.PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978536Chrol-Cannon, J.; Jin, Y. (2015): Learning structure of sensory inputs with synaptic plasticity leads to interference Frontiers in Computational Neuroscience,9PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978537Gu, S.; Cheng, R.; Jin, Y. (2015): Multi-objective ensemble generation Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery,5:(5): 234-245.PUB | DOI | Download (ext.)
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978538Huang, Y.; Jin, Y.; Ding, Y. (2015): New performance indicators for robust optimization over time. In: 2015 IEEE Congress on Evolutionary Computation (CEC). IEEE. S. 1380-1387.PUB | DOI | Download (ext.)
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978540Cheng, R.; Olhofer, M.; Jin, Y. (2015): Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization. In: 2015 IEEE Congress on Evolutionary Computation (CEC). IEEE. S. 939-946.PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978541Yang, B.; Ding, Y.; Jin, Y.; Hao, K. (2015): Self-organized swarm robot for target search and trapping inspired by bacterial chemotaxis Robotics and Autonomous Systems,72: 83-92.PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978542Jin, Y. (2015): Special issue on UKCI 2013 Soft Computing,19:(6): 1443-1444.PUB | DOI | Download (ext.)
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978543Albukhanajer, W. A.; Jin, Y.; Briffa, J. A. (2015): Trade-off between computational complexity and accuracy in evolutionary image feature extraction. In: 2015 IEEE Congress on Evolutionary Computation (CEC). IEEE. S. 2412-2419.PUB | DOI | Download (ext.)
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978548Xue, S.; Sun, C.; Zeng, J.; Jin, Y.; Cheng, R. (2014): Effect of Communication Modes to Swarm Robotic Search The Open Electrical & Electronic Engineering Journal,8:(1): 240-244.PUB | DOI | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978533Gu, S.; Jin, Y. (2014): Generating diverse and accurate classifier ensembles using multi-objective optimization. In: 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM). IEEE. S. 9-15.PUB | DOI | Download (ext.)
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2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978544Oh, H.; Jin, Y. (2014): Adaptive Swarm Robot Region Coverage Using Gene Regulatory Networks. In: Michael Mistry; Aleš Leonardis; Mark Witkowski; Chris Melhuish (Hrsg.): Advances in Autonomous Robotics Systems. Cham: Springer International Publishing. (Lecture Notes in Computer Science, ). S. 197-208.PUB | DOI | Download (ext.)
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978545Zhou, Z. - H.; Chawla, N. V.; Jin, Y.; Williams, G. J. (2014): Big Data Opportunities and Challenges: Discussions from Data Analytics Perspectives [Discussion Forum] IEEE Computational Intelligence Magazine,9:(4): 62-74.PUB | DOI | Download (ext.)
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978546Chrol-Cannon, J.; Jin, Y. (2014): Computational modeling of neural plasticity for self-organization of neural networks Biosystems,125: 43-54.PUB | DOI | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978547Cheng, R.; Jin, Y. (2014): Demonstrator selection in a social learning particle swarm optimizer. In: 2014 IEEE Congress on Evolutionary Computation (CEC). IEEE. S. 3103-3110.PUB | DOI | Download (ext.)
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978549Smith, C.; Jin, Y. (2014): Evolutionary multi-objective generation of recurrent neural network ensembles for time series prediction Neurocomputing,143: 302-311.PUB | DOI | Download (ext.)
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978551Jin, Y. (2014): IEEE CIS VP-Technical Activities Vision Statement [Society Briefs] IEEE Computational Intelligence Magazine,9:(1): 9-10.PUB | DOI | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978550Oh, H.; Jin, Y. (2014): Evolving hierarchical gene regulatory networks for morphogenetic pattern formation of swarm robots. In: 2014 IEEE Congress on Evolutionary Computation (CEC). IEEE. S. 776-783.PUB | DOI | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978552Yusoff, M. - H.; Jin, Y. (2014): Modeling neural plasticity in echo state networks for time series prediction. In: 2014 14th UK Workshop on Computational Intelligence (UKCI). IEEE. S. 1-7.PUB | DOI | Download (ext.)
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2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978553Ramezan Shirazi, A.; Oh, H.; Jin, Y. (2014): Morphogenetic Self-Organization of Collective Movement without Directional Sensing. In: Michael Mistry; Aleš Leonardis; Mark Witkowski; Chris Melhuish (Hrsg.): Advances in Autonomous Robotics Systems. Cham: Springer International Publishing. (Lecture Notes in Computer Science, ). S. 139-150.PUB | DOI | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978554Smith, C.; Doherty, J.; Jin, Y. (2014): Multi-objective evolutionary recurrent neural network ensemble for prediction of computational fluid dynamic simulations. In: 2014 IEEE Congress on Evolutionary Computation (CEC). IEEE. S. 2609-2616.PUB | DOI | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978555Albukhanajer, W. A.; Jin, Y.; Briffa, J. A. (2014): Neural network ensembles for image identification using Pareto-optimal features. In: 2014 IEEE Congress on Evolutionary Computation (CEC). IEEE. S. 89-96.PUB | DOI | Download (ext.)
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978556
Chrol-Cannon, J.; Jin, Y. (2014): On the Correlation between Reservoir Metrics and Performance for Time Series Classification under the Influence of Synaptic Plasticity PLoS ONE,9:(7):e101792PUB | PDF | DOI | Download (ext.)
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978557Thomas, S. A.; Jin, Y. (2014): Reconstructing biological gene regulatory networks: where optimization meets big data Evolutionary Intelligence,7:(1): 29-47.PUB | DOI | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978558Liu, T.; Sun, C.; Zeng, J.; Xue, S.; Jin, Y. (2014): Similarity- and reliability-assisted fitness estimation for particle swarm optimization of expensive problems. In: 2014 IEEE Congress on Evolutionary Computation (CEC). IEEE. S. 640-646.PUB | DOI | Download (ext.)
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2013 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978559Albukhanajer, W. A.; Jin, Y.; Briffa, J. A.; Williams, G. (2013): A Comparative Study of Multi-objective Evolutionary Trace Transform Methods for Robust Feature Extraction. In: Robin C. Purshouse; Peter J. Fleming; Carlos M. Fonseca; Salvatore Greco; Jane Shaw (Hrsg.): Evolutionary Multi-Criterion Optimization. Berlin, Heidelberg: Springer Berlin Heidelberg. (Lecture Notes in Computer Science, ). S. 573-586.PUB | DOI | Download (ext.)
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978560Jin, Y.; Tang, K.; Yu, X.; Sendhoff, B.; Yao, X. (2013): A framework for finding robust optimal solutions over time Memetic Computing,5:(1): 3-18.PUB | DOI | Download (ext.)
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978561Meng, Y.; Guo, H.; Jin, Y. (2013): A morphogenetic approach to flexible and robust shape formation for swarm robotic systems Robotics and Autonomous Systems,61:(1): 25-38.PUB | DOI | Download (ext.)
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978562Sun, C.; Zeng, J.; Pan, J.; Xue, S.; Jin, Y. (2013): A new fitness estimation strategy for particle swarm optimization Information Sciences,221: 355-370.PUB | DOI | Download (ext.)
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978563Chen, J.; Ding, Y.; Jin, Y.; Hao, K. (2013): A synergetic immune clonal selection algorithm based multi-objective optimization method for carbon fiber drawing process Fibers and Polymers,14:(10): 1722-1730.PUB | DOI | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978564Lu, J.; Li, B.; Jin, Y.; Alba, E. (2013): An evolution strategy assisted by an ensemble of local Gaussian process models. In: Christian Blum (Hrsg.): Proceedings of the 15th annual conference on Genetic and evolutionary computation. New York, NY, USA: ACM. S. 447-454.PUB | DOI | Download (ext.)
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978565Jia, G.; Wang, Y.; Cai, Z.; Jin, Y. (2013): An improved (μ+λ)-constrained differential evolution for constrained optimization Information Sciences,222: 302-322.PUB | DOI | Download (ext.)
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978566Le, M. N.; Ong, Y. S.; Menzel, S.; Jin, Y.; Sendhoff, B. (2013): Evolution by Adapting Surrogates Evolutionary Computation,21:(2): 313-340.PUB | DOI | Download (ext.)
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978567Chai, T.; Jin, Y.; Sendhoff, B. (2013): Evolutionary Complex Engineering Optimization: Opportunities and Challenges [Guest Editorial] IEEE Computational Intelligence Magazine,8:(3): 12-15.PUB | DOI | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978568Xiao, A.; Wang, B.; Jin, Y. (2013): Evolutionary truss layout optimization using the vectorized structure approach. In: 2013 IEEE Congress on Evolutionary Computation. IEEE. S. 2879-2886.PUB | DOI | Download (ext.)
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978569THOMAS, S. P. E. N. C. E. R. A. N. G. U. S.; Jin, Y. (2013): EVOLVING CONNECTIVITY BETWEEN GENETIC OSCILLATORS AND SWITCHES USING EVOLUTIONARY ALGORITHMS Journal of Bioinformatics and Computational Biology,11:(03):1341001PUB | DOI | Download (ext.)
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2013 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978571Zhuang, L.; Tang, K.; Jin, Y. (2013): Metamodel Assisted Mixed-Integer Evolution Strategies Based on Kendall Rank Correlation Coefficient. In: Hujun Yin; Ke Tang; Yang Gao; Frank Klawonn; Minho Lee; Thomas Weise; Bin Li; Xin Yao (Hrsg.): Intelligent Data Engineering and Automated Learning – IDEAL 2013. Berlin, Heidelberg: Springer Berlin Heidelberg. (Lecture Notes in Computer Science, ). S. 366-375.PUB | DOI | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978572Thomas, S. A.; Jin, Y.; Laing, E.; Smith, C. P. (2013): Reconstructing regulatory networks in Streptomyces using evolutionary algorithms. In: 2013 13th UK Workshop on Computational Intelligence (UKCI). IEEE. S. 24-30.PUB | DOI | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978573Smith, C.; Doherty, J.; Jin, Y. (2013): Recurrent neural network ensembles for convergence prediction in surrogate-assisted evolutionary optimization. In: 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (CIDUE). IEEE. S. 9-16.PUB | DOI | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978575Cheng, R.; Jin, Y. (2013): Simulating swarm behaviuors for optimisation by learning from neighbours. In: 2013 13th UK Workshop on Computational Intelligence (UKCI). IEEE. S. 82-87.PUB | DOI | Download (ext.)
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2013 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978576Thomas, S. A.; Jin, Y. (2013): Single and Multi-objective in Silico Evolution of Tunable Genetic Oscillators. In: Robin C. Purshouse; Peter J. Fleming; Carlos M. Fonseca; Salvatore Greco; Jane Shaw (Hrsg.): Evolutionary Multi-Criterion Optimization. Berlin, Heidelberg: Springer Berlin Heidelberg. (Lecture Notes in Computer Science, ). S. 696-709.PUB | DOI | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978574Sun, C.; Zeng, J.; Pan, J.; Jin, Y. (2013): Similarity-based evolution control for fitness estimation in particle swarm optimization. In: Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (CIDUE). IEEE. S. 1-8.PUB | DOI | Download (ext.)
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978577Jin, Y. (2012): 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2012) [Conference Reports] IEEE Computational Intelligence Magazine,7:(4): 17-17.PUB | DOI | Download (ext.)
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978578Yin, J.; Meng, Y.; Jin, Y. (2012): A Developmental Approach to Structural Self-Organization in Reservoir Computing IEEE Transactions on Autonomous Mental Development,4:(4): 273-289.PUB | DOI | Download (ext.)
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978579Guo, H.; Jin, Y.; Meng, Y. (2012): A morphogenetic framework for self-organized multirobot pattern formation and boundary coverage ACM Transactions on Autonomous and Adaptive Systems,7:(1): 1-23.PUB | DOI | Download (ext.)
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978580Le, M. N.; Ong, Y. S.; Jin, Y.; Sendhoff, B. (2012): A Unified Framework for Symbiosis of Evolutionary Mechanisms with Application to Water Clusters Potential Model Design IEEE Computational Intelligence Magazine,7:(1): 20-35.PUB | DOI | Download (ext.)
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978581Bush, D.; Jin, Y. (2012): Calcium control of triphasic hippocampal STDP Journal of Computational Neuroscience,33:(3): 495-514.PUB | DOI | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978582Thomas, S. A.; Jin, Y. (2012): Combining genetic oscillators and switches using evolutionary algorithms. In: 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). IEEE. S. 28-34.PUB | DOI | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978583Doncieux, S.; Jin, Y.; Mouret, J. - B.; Moore, J. H. (2012): Evo-devo-robo workshop program. In: Terence Soule (Hrsg.): Proceedings of the 14th annual conference companion on Genetic and evolutionary computation. New York, NY, USA: ACM. S. 355-356.PUB | DOI | Download (ext.)
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978584Schramm, L.; Jin, Y.; Sendhoff, B. (2012): Evolution and Analysis of Genetic Networks for Stable Cellular Growth and Regeneration Artificial Life,18:(4): 425-444.PUB | DOI | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978585Albukhanajer, W. A.; Jin, Y.; Briffa, J. A.; Williams, G. (2012): Evolutionary multi-objective optimization of trace transform for invariant feature extraction. In: 2012 IEEE Congress on Evolutionary Computation. IEEE. S. 1-8.PUB | DOI | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978586Gu, S.; Jin, Y. (2012): Heterogeneous classifier ensembles for EEG-based motor imaginary detection. In: 2012 12th UK Workshop on Computational Intelligence (UKCI). IEEE. S. 1-8.PUB | DOI | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978587Schramm, L.; Jin, Y.; Sendhoff, B. (2012): Quantitative analysis of redundancy in evolution of developmental systems. In: 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). IEEE. S. 61-68.PUB | DOI | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978588Chrol-Cannon, J.; Gruning, A.; Jin, Y. (2012): The emergence of polychronous groups under varying input patterns, plasticity rules and network connectivities. In: The 2012 International Joint Conference on Neural Networks (IJCNN). IEEE. S. 1-6.PUB | DOI | Download (ext.)
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978589Meng, Y.; Guo, H.; Jin, Y. (2011): A Multi-cellular Based Self-organizing Approach for Distributed Multi-Robot Systems. In: Stéphane Doncieux; Nicolas Bredèche; Jean-Baptiste Mouret (Hrsg.): New Horizons in Evolutionary Robotics. Berlin, Heidelberg: Springer Berlin Heidelberg. (Studies in Computational Intelligence, ). S. 123-137.PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978590Meng, Y.; Zhang, Y.; Jin, Y. (2011): Autonomous Self-Reconfiguration of Modular Robots by Evolving a Hierarchical Mechanochemical Model IEEE Computational Intelligence Magazine,6:(1): 43-54.PUB | DOI | Download (ext.)
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978591Meng, Y.; Zhang, Y.; Sampath, A.; Jin, Y.; Sendhoff, B. (2011): Cross-Ball: A new morphogenetic self-reconfigurable modular robot. In: 2011 IEEE International Conference on Robotics and Automation. IEEE. S. 267-272.PUB | DOI | Download (ext.)
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978592Schramm, L.; Jin, Y.; Sendhoff, B. (2011): Emerged Coupling of Motor Control and Morphological Development in Evolution of Multi-cellular Animats. In: George Kampis; István Karsai; Eörs Szathmáry (Hrsg.): Advances in Artificial Life. Darwin Meets von Neumann. Berlin, Heidelberg: Springer Berlin Heidelberg. (Lecture Notes in Computer Science, ). S. 27-34.PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978594Jin, Y.; Meng, Y.; Weng, J.; Kasabov, N. (2011): Guest Editorial Special Issue on Computational Modeling of Neural and Brain Development IEEE Transactions on Autonomous Mental Development,3:(4): 273-275.PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978593Jin, Y.; Meng, Y. (2011): Emergence of robust regulatory motifs from in silico evolution of sustained oscillation Biosystems,103:(1): 38-44.PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978595Tyrrell, A. M.; Jin, Y. (2011): Guest Editorial: Special Issue on Evolving Developmental Systems IEEE Transactions on Evolutionary Computation,15:(3): 285-286.PUB | DOI | Download (ext.)
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978596Jin, Y.; Meng, Y. (2011): Morphogenetic Robotics - An Evolutionary Developmental Approach to Morphological and Neural Self-Organization of Robotic Systems. In: Yan Meng; Yaochu Jin (Hrsg.): Bio-Inspired Self-Organizing Robotic Systems. Berlin, Heidelberg: Springer Berlin Heidelberg. (Studies in Computational Intelligence, ). S. 3-23.PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978597Jin, Y.; Meng, Y. (2011): Morphogenetic Robotics: An Emerging New Field in Developmental Robotics IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews),41:(2): 145-160.PUB | DOI | Download (ext.)
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978598Meng, Y.; Jin, Y. (2011): Morphogenetic Self-Reconfiguration of Modular Robots. In: Yan Meng; Yaochu Jin (Hrsg.): Bio-Inspired Self-Organizing Robotic Systems. Berlin, Heidelberg: Springer Berlin Heidelberg. (Studies in Computational Intelligence, ). S. 143-171.PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978599Liu, M.; Zhang, S.; Jin, Y. (2011): Multi-sensor optimal fusion filters for delayed nonlinear intelligent systems based on a unified model Neural Networks,24:(3): 280-290.PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978600Zheng, Y.; Meng, Y.; Jin, Y. (2011): Object recognition using a bio-inspired neuron model with bottom-up and top-down pathways Neurocomputing,74:(17): 3158-3169.PUB | DOI | Download (ext.)
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978601Schramm, L.; Jin, Y.; Sendhoff, B. (2011): Redundancy creates opportunity in developmental representations. In: 2011 IEEE Symposium on Artificial Life (ALIFE). IEEE. S. 203-210.PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978602Gehrmann, E.; Gläßer, C.; Jin, Y.; Sendhoff, B.; Drossel, B.; Hamacher, K. (2011): Robustness of glycolysis in yeast to internal and external noise Physical Review E,84:(2):021913PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978603Jin, Y. (2011): Surrogate-assisted evolutionary computation: Recent advances and future challenges Swarm and Evolutionary Computation,1:(2): 61-70.PUB | DOI | Download (ext.)
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978604Guo, H.; Meng, Y.; Jin, Y. (2011): Swarm robot pattern formation using a morphogenetic multi-cellular based self-organizing algorithm. In: 2011 IEEE International Conference on Robotics and Automation. IEEE. S. 3205-3210.PUB | DOI | Download (ext.)
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978605Jones, B.; Jin, Y.; Sendhoff, B.; Yao, X. (2011): The Effect of Proprioceptive Feedback on the Distribution of Sensory Information in a Model of an Undulatory Organism. In: George Kampis; István Karsai; Eörs Szathmáry (Hrsg.): Advances in Artificial Life. Darwin Meets von Neumann. Berlin, Heidelberg: Springer Berlin Heidelberg. (Lecture Notes in Computer Science, ). S. 18-26.PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978606Jin, Y.; Trommler, J. (2010): A fitness-independent evolvability measure for evolutionary developmental systems. In: 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology. IEEE. S. 1-8.PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978607Jin, Y.; Meng, Y.; Guo, H. (2010): A morphogenetic self-organization algorithm for swarm robotic systems using relative position information. In: 2010 UK Workshop on Computational Intelligence (UKCI). IEEE. S. 1-6.PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978608Guo, H.; Meng, Y.; Jin, Y. (2010): Analysis of local communication load in shape formation of a distributed morphogenetic swarm robotic system. In: IEEE Congress on Evolutionary Computation. IEEE. S. 1-8.PUB | DOI | Download (ext.)
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2010 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978609Jones, B.; Jin, Y.; Sendhoff, B.; Yao, X. (2010): Emergent Distribution of Computational Workload in the Evolution of an Undulatory Animat. In: Stéphane Doncieux; Benoît Girard; Agnès Guillot; John Hallam; Jean-Arcady Meyer; Jean-Baptiste Mouret (Hrsg.): From Animals to Animats 11. Berlin, Heidelberg: Springer Berlin Heidelberg. (Lecture Notes in Computer Science, ). S. 587-596.PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978610Steiner, T.; Jin, Y.; Sendhoff, B.; Pelikan, M.; Branke, J. (2010): Evolving heterochrony for cellular differentiation using vector field embryogeny. In: Proceedings of the 12th annual conference on Genetic and evolutionary computation. New York, NY, USA: ACM. S. 571-578.PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978611Zheng, Y.; Meng, Y.; Jin, Y. (2010): Fusing bottom-up and top-down pathways in neural networks for visual object recognition. In: The 2010 International Joint Conference on Neural Networks (IJCNN). IEEE. S. 1-8.PUB | DOI | Download (ext.)
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2010 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978612Jin, Y.; Meng, Y. (2010): Special Issue on Evolutionary and Developmental Robotics [Guest Editorial IEEE Computational Intelligence Magazine,5:(3): 9-9.PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978613Meng, Y.; Jin, Y.; Yin, J.; Conforth, M. (2010): Human activity detection using spiking neural networks regulated by a gene regulatory network. In: The 2010 International Joint Conference on Neural Networks (IJCNN). IEEE. S. 1-6.PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978615Jin, Y.; Oh, S.; Jeon, M. (2010): Incremental approximation of nonlinear constraint functions for evolutionary constrained optimization. In: IEEE Congress on Evolutionary Computation. IEEE. S. 1-8.PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978617Yu, X.; Jin, Y.; Tang, K.; Yao, X. (2010): Robust optimization over time — A new perspective on dynamic optimization problems. In: IEEE Congress on Evolutionary Computation. IEEE. S. 1-6.PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978618Guo, H.; Meng, Y.; Jin, Y. (2009): A cellular mechanism for multi-robot construction via evolutionary multi-objective optimization of a gene regulatory network Biosystems,98:(3): 193-203.PUB | DOI | Download (ext.)
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2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978619Jin, Y.; Schramm, L.; Sendhoff, B. (2009): A Gene Regulatory Model for the Development of Primitive Nervous Systems. In: Mario Köppen; Nikola Kasabov; George Coghill (Hrsg.): Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I. Berlin, Heidelberg: Springer Berlin Heidelberg. (Lecture Notes in Computer Science, ). S. 48-55.PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978620Jin, Y.; Sendhoff, B. (2009): A systems approach to evolutionary multiobjective structural optimization and beyond IEEE Computational Intelligence Magazine,4:(3): 62-76.PUB | DOI | Download (ext.)
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2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978621Okabe, T.; Jin, Y.; Sendhoff, B. (2009): Combination of Genetic Algorithms and Evolution Strategies with Self-adaptive Switching. In: Chi-Keong Goh; Yew-Soon Ong; Kay Chen Tan (Hrsg.): Multi-Objective Memetic Algorithms. Berlin, Heidelberg: Springer Berlin Heidelberg. (Studies in Computational Intelligence, ). S. 281-307.PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978622Jin, Y.; Sendhoff, B. (2009): Corrections to “Pareto-Based Multiobjective Machine Learning: An Overview and Case Studies” [May 08 397-415] IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews),39:(3): 373-373.PUB | DOI | Download (ext.)
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2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978623Jones, B.; Jin, Y.; Yao, X.; Sendhoff, B. (2009): Evolution of Neural Organization in a Hydra-Like Animat. In: Mario Köppen; Nikola Kasabov; George Coghill (Hrsg.): Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I. Berlin, Heidelberg: Springer Berlin Heidelberg. (Lecture Notes in Computer Science, ). S. 216-223.PUB | DOI | Download (ext.)
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2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978624Jin, Y.; Gruna, R.; Paenke, I.; Sendhoff, B. (2009): Evolutionary multi-objective optimization of robustness and innovation in redundant genetic representations. In: 2009 IEEE Symposium on Computational Intelligence in Milti-Criteria Decision-Making. IEEE. S. 38-45.PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978625Jin, Y.; Hallinan, J. (2009): Evolving gene regulatory networks Biosystems,98:(3): vi-vii.PUB | DOI | Download (ext.)
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2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978626Jin, Y.; Sendhoff, B. (2009): Fuzzy Logic in Evolving in silico Oscillatory Dynamics for Gene Regulatory Networks. In: Yaochu Jin; Lipo Wang (Hrsg.): Fuzzy Systems in Bioinformatics and Computational Biology. Berlin, Heidelberg: Springer Berlin Heidelberg. (Studies in Fuzziness and Soft Computing, ). S. 315-327.PUB | DOI | Download (ext.)
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2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978627Steiner, T.; Trommler, J.; Brenn, M.; Jin, Y.; Sendhoff, B. (2009): Global shape with morphogen gradients and motile polarized cells. In: 2009 IEEE Congress on Evolutionary Computation. IEEE. S. 2225-2232.PUB | DOI | Download (ext.)
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2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978628Jin, Y.; Meng, Y.; Sendhoff, B. (2009): Influence of regulation logic on the easiness of evolving sustained oscillation for gene regulatory networks. In: 2009 IEEE Symposium on Artificial Life. IEEE. S. 61-68.PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978629Le, M. N.; Ong, Y. - S.; Jin, Y.; Sendhoff, B. (2009): Lamarckian memetic algorithms: local optimum and connectivity structure analysis Memetic Computing,1:(3): 175-190.PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978630Meeter, M.; Veldkamp, R.; Jin, Y. (2009): Multiple memory stores and operant conditioning: A rationale for memory’s complexity Brain and Cognition,69:(1): 200-208.PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978631Jin, Y.; Gruna, R.; Sendhoff, B. (2009): Pareto analysis of evolutionary and learning systems Frontiers of Computer Science in China,3:(1): 4-17.PUB | DOI | Download (ext.)
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2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978632Jin, Y.; Guo, H.; Meng, Y. (2009): Robustness Analysis and Failure Recovery of a Bio-Inspired Self-Organizing Multi-Robot System. In: 2009 Third IEEE International Conference on Self-Adaptive and Self-Organizing Systems. IEEE. S. 154-164.PUB | DOI | Download (ext.)
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2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978633Guo, H.; Meng, Y.; Jin, Y. (2009): Self-adaptive multi-robot construction using gene regulatory networks. In: 2009 IEEE Symposium on Artificial Life. IEEE. S. 53-60.PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978634
Steiner, T.; Jin, Y.; Sendhoff, B. (2009): Vector Field Embryogeny PLoS ONE,4:(12):e8177PUB | PDF | DOI | Download (ext.)
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2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978636Zhou, A.; Zhang, Q.; Jin, Y.; Sendhoff, B. (2008): Combination of EDA and DE for continuous biobjective optimization. In: 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence). IEEE. S. 1447-1454.PUB | DOI | Download (ext.)
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2008 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978637Zhang, Q.; Zhou, A.; Jin, Y. (2008): Errata to “RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm” [Feb 08 41-63] IEEE Transactions on Evolutionary Computation,12:(3): 392-392.PUB | DOI | Download (ext.)
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2008 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978638Lim, D.; Ong, Y. - S.; Jin, Y.; Sendhoff, B. (2008): Evolutionary Optimization with Dynamic Fidelity Computational Models. In: De-Shuang Huang; Donald C. Wunsch; Daniel S. Levine; Kang-Hyun Jo (Hrsg.): 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. Berlin, Heidelberg: Springer Berlin Heidelberg. (Lecture Notes in Computer Science, ). S. 235-242.PUB | DOI | Download (ext.)
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2008 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978639Jin, Y.; Sendhoff, B.; Körner, E. (2008): Rule Extraction from Compact Pareto-optimal Neural Networks. In: Ashish Ghosh; Satchidananda Dehuri; Susmita Ghosh (Hrsg.): Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases. Berlin, Heidelberg: Springer Berlin Heidelberg. (Studies in Computational Intelligence, ). S. 71-90.PUB | DOI | Download (ext.)
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2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978640Lim, D.; Ong, Y. - S.; Jin, Y.; Sendhoff, B.; Lipson, H. (2007): A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation. In: Proceedings of the 9th annual conference on Genetic and evolutionary computation. New York, NY, USA: ACM. S. 1288-1295.PUB | DOI | Download (ext.)
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2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978641Lim, D.; Ong, Y. - S.; Jin, Y.; Sendhoff, B.; Lee, B. - S. (2007): Efficient Hierarchical Parallel Genetic Algorithms using Grid computing Future Generation Computer Systems,23:(4): 658-670.PUB | DOI | Download (ext.)
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2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978642Steiner, T.; Schramm, L.; Jin, Y.; Sendhoff, B. (2007): Emergence of feedback in artificial gene regulatory networks. In: 2007 IEEE Congress on Evolutionary Computation. IEEE. S. 867-874.PUB | DOI | Download (ext.)
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2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978643Zhou, A.; Zhang, Q.; Jin, Y.; Sendhoff, B.; Tsang, E.; Lipson, H. (2007): Global multiobjective optimization via estimation of distribution algorithm with biased initialization and crossover. In: Proceedings of the 9th annual conference on Genetic and evolutionary computation. New York, NY, USA: ACM. S. 617-623.PUB | DOI | Download (ext.)
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2007 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978644Gräning, L.; Jin, Y.; Sendhoff, B. (2007): Individual-based Management of Meta-models for Evolutionary Optimization with Application to Three-Dimensional Blade Optimization. In: Shengxiang Yang; Yew-Soon Ong; Yaochu Jin (Hrsg.): Evolutionary Computation in Dynamic and Uncertain Environments. Berlin, Heidelberg: Springer Berlin Heidelberg. (Studies in Computational Intelligence, ). S. 225-250.PUB | DOI | Download (ext.)
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2007 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978645Lim, D.; Ong, Y. - S.; Lim, M. - H.; Jin, Y. (2007): Single/Multi-objective Inverse Robust Evolutionary Design Methodology in the Presence of Uncertainty. In: Shengxiang Yang; Yew-Soon Ong; Yaochu Jin (Hrsg.): Evolutionary Computation in Dynamic and Uncertain Environments. Berlin, Heidelberg: Springer Berlin Heidelberg. (Studies in Computational Intelligence, ). S. 437-456.PUB | DOI | Download (ext.)
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2006 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978646Wang, H.; Kwong, S.; Jin, Y.; Tsang , C. - H. (2006): Agent Based Multi-Objective Approach to Generating Interpretable Fuzzy Systems. In: Yaochu Jin (Hrsg.): Multi-Objective Machine Learning. Berlin/Heidelberg: Springer-Verlag. (Studies in Computational Intelligence, ). S. 339-364.PUB | DOI | Download (ext.)
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978647Yang, S.; Ong, Y. - S.; Jin, Y. (2006): Editorial to special issue on evolutionary computation in dynamic and uncertain environments Genetic Programming and Evolvable Machines,7:(4): 293-294.PUB | DOI | Download (ext.)
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978648Branke, J.; Jin, Y. (2006): Guest Editorial Special Issue on Evolutionary Computation in the Presence of Uncertainty IEEE Transactions on Evolutionary Computation,10:(4): 377-379.PUB | DOI | Download (ext.)
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978649Lim, D.; Ong, Y. - S.; Jin, Y.; Sendhoff, B.; Lee, B. S. (2006): Inverse multi-objective robust evolutionary design Genetic Programming and Evolvable Machines,7:(4): 383-404.PUB | DOI | Download (ext.)
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978650Foli, K.; Okabe, T.; Olhofer, M.; Jin, Y.; Sendhoff, B. (2006): Optimization of micro heat exchanger: CFD, analytical approach and multi-objective evolutionary algorithms International Journal of Heat and Mass Transfer,49:(5-6): 1090-1099.PUB | DOI | Download (ext.)
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2006 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978651Jin, Y.; Sendhoff, B.; Körner, E. (2006): Simultaneous Generation of Accurate and Interpretable Neural Network Classifiers. In: Yaochu Jin (Hrsg.): Multi-Objective Machine Learning. Berlin/Heidelberg: Springer-Verlag. (Studies in Computational Intelligence, ). S. 289-312.PUB | DOI | Download (ext.)
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978652Wang, H.; Kwong, S.; Jin, Y.; Wei, W.; Man, K. - F. (2005): Agent-Based Evolutionary Approach for Interpretable Rule-Based Knowledge Extraction IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews),35:(2): 143-155.PUB | DOI | Download (ext.)
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978653Jin, Y.; Branke, J. (2005): Evolutionary Optimization in Uncertain Environments—A Survey IEEE Transactions on Evolutionary Computation,9:(3): 303-317.PUB | DOI | Download (ext.)
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978654Jin, Y. (2005): Guest Editorial Special Issue on Knowledge Extraction and Incorporation in Evolutionary Computation IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews),35:(2): 129-130.PUB | DOI | Download (ext.)
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978655Wang, H.; Kwong, S.; Jin, Y.; Wei, W.; Man, K. F. (2005): Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extraction Fuzzy Sets and Systems,149:(1): 149-186.PUB | DOI | Download (ext.)
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978656Jin, Y.; Sendhoff, B. (2004): Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles. In: Kalyanmoy Deb (Hrsg.): Genetic and Evolutionary Computation – GECCO 2004. Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004. Proceedings, Part I. Berlin, Heidelberg: Springer. (Lecture Notes in Computer Science, 3102). S. 688-699.PUB | DOI
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2003 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978657Jin, Y.; Okabe, T.; Sendhoff, B. (2003): Solving Three-Objective Optimization Problems Using Evolutionary Dynamic Weighted Aggregation: Results and Analysis. In: Erick Cantú-Paz; James A. Foster; Kalyanmoy Deb; Lawrence David Davis; Rajkumar Roy; Una-May O’Reilly; Hans-Georg Beyer; Russell Standish; Graham Kendall; Stewart Wilson; Mark Harman; Joachim Wegener; Dipankar Dasgupta; Mitch A. Potter; Alan C. Schultz; Kathryn A. Dowsland; Natasha Jonoska; Julian Miller (Hrsg.): Genetic and Evolutionary Computation — GECCO 2003. Berlin, Heidelberg: Springer Berlin Heidelberg. (Lecture Notes in Computer Science, ). S. 636-637.PUB | DOI | Download (ext.)
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2003 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978658Jin, Y.; Sendhoff, B. (2003): Trade-Off between Performance and Robustness: An Evolutionary Multiobjective Approach. In: Carlos M. Fonseca; Peter J. Fleming; Eckart Zitzler; Lothar Thiele; Kalyanmoy Deb (Hrsg.): Evolutionary Multi-Criterion Optimization. Berlin, Heidelberg: Springer Berlin Heidelberg. (Lecture Notes in Computer Science, ). S. 237-251.PUB | DOI | Download (ext.)
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2000 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978659Jin, Y. (2000): Fuzzy modeling of high-dimensional systems: complexity reduction and interpretability improvement IEEE Transactions on Fuzzy Systems,8:(2): 212-221.PUB | DOI | Download (ext.)
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1999 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978660Jin, Y.; von Seelen, W. (1999): Evaluating flexible fuzzy controllers via evolution strategies Fuzzy Sets and Systems,108:(3): 243-252.PUB | DOI | Download (ext.)
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1995 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978661Jin, Y.; Jiang, J.; Zhu, J. (1995): Adaptive fuzzy modelling and identification with its applications International Journal of Systems Science,26:(2): 197-212.PUB | DOI | Download (ext.)
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1995 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978684Jin, Y.; Jiang, J.; Zhu, J. (1995): Neural network based fuzzy identification and its application to modeling and control of complex systems IEEE Transactions on Systems, Man, and Cybernetics,25:(6): 990-997.PUB | DOI | Download (ext.)