442 Publikationen
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988102Chen, X., Bai, R., Qu, R., Dong, J., Jin, Y.: Deep Reinforcement Learning Assisted Genetic Programming Ensemble Hyper-Heuristics for Dynamic Scheduling of Container Port Trucks. IEEE Transactions on Evolutionary Computation. 1-1 (2024).PUB | DOI
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988103Wu, H., Jin, Y., Gao, K., Ding, J., Cheng, R.: 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 (2024).PUB | DOI
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988030Pan, L., Lin, J., Wang, H., He, C., Tan, K.C., Jin, Y.: Computationally Expensive High-Dimensional Multiobjective Optimization via Surrogate-Assisted Reformulation and Decomposition. IEEE Transactions on Evolutionary Computation. 1-1 (2024).PUB | DOI
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987476Qian, F., Jin, Y., Yu, X., Tang, Y., Marin, G.B.: Guest Editorial Special Issue on Learning Theories and Methods With Application to Digitized Process Manufacturing. IEEE Transactions on Neural Networks and Learning Systems. 35, 2914-2916 (2024).PUB | DOI
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987419Wu, H., Chen, Q., Jin, Y., Ding, J., Chai, T.: 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 (2024).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.: A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization Problems. IEEE Transactions on Emerging Topics in Computational Intelligence. 1-16 (2024).PUB | DOI
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986970Song, Z., Wang, H., Xue, B., Zhang, M., Jin, Y.: Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multi-Objective Optimization. IEEE Transactions on Evolutionary Computation. 1-1 (2024).PUB | DOI
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2980780
Xie, G., Wang, J., Yu, G., Lyu, J., Zheng, F., Jin, Y.: Tiny adversarial multi-objective one-shot neural architecture search. Complex & Intelligent Systems. 9, (2023).PUB | PDF | DOI | Download (ext.) | WoS -
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985552Li, F., Shang, Z., Liu, Y., Shen, H., Jin, Y.: Inverse distance weighting and radial basis function based surrogate model for high-dimensional expensive multi-objective optimization. Applied Soft Computing. : 111194 (2023).PUB | DOI | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985124Yang, C., Ding, J., Jin, Y., Chai, T.: A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-Driven Dynamic Optimization. Evolutionary Computation . 31, 433-458 (2023).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.: 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 (2023).PUB | DOI | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2984612
Liu, J., Jin, Y.: A comprehensive survey of robust deep learning in computer vision. Journal of Automation and Intelligence. (2023).PUB | PDF | DOI | Download (ext.)
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2984426Yang, S., Wang, H., Pang, Y., Jin, Y., Linares-Barranco, B.: Integrating Visual Perception With Decision Making in Neuromorphic Fault-Tolerant Quadruplet-Spike Learning Framework. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 1-13 (2023).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.: Adversarial Training of Deep Neural Networks Guided by Texture and Structural Information. Proceedings of the 31st ACM International Conference on Multimedia. p. 4958-4967. ACM, New York, NY, USA (2023).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.: Efficient Surrogate Modeling Method for Evolutionary Algorithm to Solve Bilevel Optimization Problems. IEEE Transactions on Cybernetics . (2023).PUB | DOI | WoS | PubMed | Europe PMC
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981615Wu, L., Jin, Y., Hao, K.: Optimized compressed sensing for communication efficient federated learning. Knowledge-Based Systems. : 110805 (2023).PUB | 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.: Alleviating Search Bias in Bayesian Evolutionary Optimization With Many Heterogeneous Objectives. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 1-13 (2023).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.: Neural Architecture Search via Multi-Hashing Embedding and Graph Tensor Networks for Multilingual Text Classification. IEEE Transactions on Emerging Topics in Computational Intelligence . (2023).PUB | 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.: An efficient evolutionary algorithm for high-speed train rescheduling under a partial station blockage. Applied Soft Computing. 145, : 110590 (2023).PUB | 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.: 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 (2023).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.: A Knowledge-Based Cooperative Co-Evolutionary Algorithm for Non-Contact Voltage Measurement. IEEE Transactions on Emerging Topics in Computational Intelligence. 1-14 (2023).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.: A Performance Indicator Based Infill Criterion for Expensive Multi-/Many-objective Optimization. IEEE Transactions on Evolutionary Computation. 1-1 (2023).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.: Robust Optimization Over Time: A Critical Review. IEEE Transactions on Evolutionary Computation. 1-1 (2023).PUB | DOI | Download (ext.)
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981136Wang, S., Ding, B., Jin, Y.: A Multi-Factorial Evolutionary Algorithm With Asynchronous Optimization Processes for Solving the Robust Influence Maximization Problem. IEEE Computational Intelligence Magazine. 18, 41-53 (2023).PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979584Wu, Y., Peng, X., Wang, H., Jin, Y., Xu, D.: Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy Environments. IEEE Transactions on Evolutionary Computation. 27, 686-700 (2023).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.: Automated pattern generation for swarm robots using constrained multi-objective genetic programming. Swarm and Evolutionary Computation. 81, : 101337 (2023).PUB | DOI | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979947Song, Z., Wang, H., Jin, Y.: 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 (2023).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.: DRL-Searcher: A Unified Approach to Multirobot Efficient Search for a Moving Target. IEEE Transactions on Neural Networks and Learning Systems. 1-14 (2023).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.: Spike-Driven Multi-Scale Learning with Hybrid Mechanisms of Spiking Dendrites. Neurocomputing. : 126240 (In Press).PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978320Zhang, X., Yu, G., Jin, Y., Qian, F.: Elitism-based transfer learning and diversity maintenance for dynamic multi-objective optimization. Information Sciences. 636, : 118927 (2023).PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978768Ntelemis, F., Jin, Y., Thomas, S.A.: A Generic Self-Supervised Framework of Learning Invariant Discriminative Features. IEEE Transactions on Neural Networks and Learning Systems. 1-15 (2023).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.: Federated Many-Task Bayesian Optimization. IEEE Transactions on Evolutionary Computation. 1-1 (2023).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.: DRL Router: Distributional Reinforcement Learning-Based Router for Reliable Shortest Path Problems. IEEE Intelligent Transportation Systems Magazine. 2-19 (2023).PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978322Yang, Z., Zhang, J., Jiang, Y., Jin, Y.: A Self-Organizing IoT Service Perception Algorithm Based on Human Visual Direction-Sensitive System. IEEE Internet of Things Journal. 10, 6193-6204 (2023).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.: Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing. 61, 1-14 (2023).PUB | PDF | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978321Wang, X., Jin, Y.: Personalized Bayesian optimization for noisy problems. Complex & Intelligent Systems. (2023).PUB | 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.: Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment. IEEE Transactions on Evolutionary Computation. 1-1 (2023).PUB | DOI | Download (ext.)
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978382Xiao, Y., Jin, Y., Hao, K.: Adaptive Prototypical Networks With Label Words and Joint Representation Learning for Few-Shot Relation Classification. IEEE Transactions on Neural Networks and Learning Systems. 34, 1406-1417 (2023).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.: An environment-driven hybrid evolutionary algorithm for dynamic multi-objective optimization problems. Complex & Intelligent Systems. 9, 659-675 (2023).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.: A Multi-agent Cooperative Learning System with Evolution of Social Roles. IEEE Transactions on Evolutionary Computation. 1-14 (2023).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.: Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm. IEEE Transactions on Artificial Intelligence. 4, 268-281 (2023).PUB | DOI | Download (ext.)
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2023 | Konferenzbeitrag | PUB-ID: 2978670Liu, S., Wang, X., Jin, Y.: Federated Bayesian for privacy-preserving neural architecture search. Presented at the Congress on Evolutionary Computation, Chicago, IL, USA (2023).PUB
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2023 | Konferenzbeitrag | PUB-ID: 2978333Liao, P., Jin, Y., Du, W.: EMT-NAS: Transferring architectural knowledge between tasks from different datasets. Presented at the The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023 (CVPR 2023), Vancouver, Canada (2023).PUB
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2023 | Konferenzbeitrag | PUB-ID: 2978539Xie, G., Wang, J., Liu, J., Jin, Y., Zheng, F.: Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore. Presented at the The Eleventh International Conference on Learning Representations (ICLR 2023) (2023).PUB
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2969525Wang, S., Jin, Y., Cai, M.: Enhancing the Robustness of Networks Against Multiple Damage Models Using a Multifactorial Evolutionary Algorithm. IEEE Transactions on Systems, Man, and Cybernetics: Systems . (2023).PUB | DOI | WoS
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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.: Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm. IEEE Transactions on Emerging Topics in Computational Intelligence . (2023).PUB | DOI | WoS
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2968517Zhou, Y., Jin, Y., Sun, Y., Ding, J.: Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines. IEEE Transactions on Emerging Topics in Computational Intelligence . (2023).PUB | 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.: Large-scale Multiobjective Optimization via Reformulated Decision Variable Analysis. IEEE Transactions on Evolutionary Computation. 1-1 (2022).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.: A Decomposition Method for Both Additively and Non-additively Separable Problems. IEEE Transactions on Evolutionary Computation. 1-1 (2022).PUB | DOI | Download (ext.) | WoS
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2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978355Gu, H., Wang, H., Jin, Y.: Surrogate-Assisted Differential Evolution with Adaptive Multi-Subspace Search for Large-Scale Expensive Optimization. IEEE Transactions on Evolutionary Computation. 1-1 (2022).PUB | DOI | Download (ext.) | WoS
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978332Wang, X., Jin, Y., Hao, K.: Computational Modeling of Structural Synaptic Plasticity in Echo State Networks. IEEE Transactions on Cybernetics. 52, 11254-11266 (2022).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.: A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks. IEEE Transactions on Neural Networks and Learning Systems. 33, 4861-4875 (2022).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.: Action Command Encoding for Surrogate-Assisted Neural Architecture Search. IEEE Transactions on Cognitive and Developmental Systems. 14, 1129-1142 (2022).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.: Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization. IEEE Transactions on Cybernetics. 52, 9559-9572 (2022).PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978338Liu, Y., Liu, J., Jin, Y.: Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional Expensive Optimization. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 52, 4671-4684 (2022).PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978339Xiang, X., Tian, Y., Zhang, X., Xiao, J., Jin, Y.: A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing Problems. IEEE Transactions on Intelligent Transportation Systems. 23, 5275-5286 (2022).PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978340Liu, J., Liu, Y., Jin, Y., Li, F.: A Decision Variable Assortment-Based Evolutionary Algorithm for Dominance Robust Multiobjective Optimization. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 52, 3360-3375 (2022).PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978331Wang, X., Zhang, K., Wang, J., Jin, Y.: An Enhanced Competitive Swarm Optimizer With Strongly Convex Sparse Operator for Large-Scale Multiobjective Optimization. IEEE Transactions on Evolutionary Computation. 26, 859-871 (2022).PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978330Wang, S., Yin, Y., Wang, D., Wang, Y., Jin, Y.: Interpretability-Based Multimodal Convolutional Neural Networks for Skin Lesion Diagnosis. IEEE Transactions on Cybernetics. 52, 12623-12637 (2022).PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978329Ntelemis, F., Jin, Y., Thomas, S.A.: Image Clustering Using an Augmented Generative Adversarial Network and Information Maximization. IEEE Transactions on Neural Networks and Learning Systems. 33, 7461-7474 (2022).PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978337Tian, Y., Lu, C., Zhang, X., Cheng, F., Jin, Y.: A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems. IEEE Transactions on Cybernetics. 52, 6784-6797 (2022).PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978341Liu, Q., Jin, Y., Heiderich, M., Rodemann, T., Yu, G.: An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular Problems. IEEE Transactions on Cybernetics. 52, 2698-2711 (2022).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.: 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, 2084-2097 (2022).PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978343Zhu, H., Jin, Y.: Real-Time Federated Evolutionary Neural Architecture Search. IEEE Transactions on Evolutionary Computation. 26, 364-378 (2022).PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978344Xu, J., Du, W., Jin, Y., He, W., Cheng, R.: Ternary Compression for Communication-Efficient Federated Learning. IEEE Transactions on Neural Networks and Learning Systems. 33, 1162-1176 (2022).PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978345Du, W., Song, W., Tang, Y., Jin, Y., Qian, F.: Searching for Robustness Intervals in Evolutionary Robust Optimization. IEEE Transactions on Evolutionary Computation. 26, 58-72 (2022).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.: A self-exploratory competitive swarm optimization algorithm for large-scale multiobjective optimization. Information Sciences. 609, 1601-1620 (2022).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.: FEVERLESS: Fast and Secure Vertical Federated Learning based on XGBoost for Decentralized Labels. IEEE Transactions on Big Data. 1-15 (2022).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.: Evolving Dual-Threshold Bienenstock-Cooper-Munro Learning Rules in Echo State Networks. IEEE Transactions on Neural Networks and Learning Systems. 1-12 (2022).PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978350Wang, T., Peng, X., Jin, Y., Xu, D.: Experience Sharing Based Memetic Transfer Learning for Multiagent Reinforcement Learning. Memetic Computing. 14, 3-17 (2022).PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978352Chen, Q., Jin, Y., Song, Y.: Fault-tolerant adaptive tracking control of Euler-Lagrange systems – An echo state network approach driven by reinforcement learning. Neurocomputing. 484, 109-116 (2022).PUB | DOI | Download (ext.)
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978354
Brosnan, P., Tian, G., Zhang, H., Wu, Z., Jin, Y.: Non-linear and multi-domain modelling of a permanent magnet linear synchronous machine for free piston engine generators. Energy Conversion and Management: X. 14, : 100195 (2022).PUB | 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.: Evolutionary Large-Scale Multi-Objective Optimization: A Survey. ACM Computing Surveys. 54, 1-34 (2022).PUB | DOI | Download (ext.)
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2022 | Konferenzbeitrag | PUB-ID: 2978672Xie, G., Wang, J., Huang, Y., Zheng, Y., Zheng, F., Jin, Y.: FedMed-ATL: Misaligned unpaired brain image synthesis via affine transform loss. Presented at the The 30th ACM International Conference on Multimedia (ACM MM 2022), Lisbon, Portugal (2022).PUB
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2022 | Konferenzbeitrag | PUB-ID: 2978671Hong, Y., Jin, Y., Tang, Y.: Rethinking individual global max in cooperative multi-agent reinforcement learning. Presented at the The Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, USA (2022).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.: A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy Planning. IEEE Transactions on Evolutionary Computation. 26, 1511-1525 (2022).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.: Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization. IEEE/CAA Journal of Automatica Sinica . 9, 1801-1817 (2022).PUB | DOI | WoS
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2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2964649Liu, Q., Jin, Y., Heiderich, M., Rodemann, T.: Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization. IEEE Transactions on Systems, Man, and Cybernetics: Systems . (2022).PUB | DOI | WoS
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964066Wang, X., Zhang, B., Wang, J., Zhang, K., Jin, Y.: A Cluster-Based Competitive Particle Swarm Optimizer with a Sparse Truncation Operator for Multi-Objective Optimization. Swarm and Evolutionary Computation. 71, : 101083 (2022).PUB | DOI | WoS
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2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2963829Liu, Z., Wang, H., Jin, Y.: Performance Indicator-Based Adaptive Model Selection for Offline Data-Driven Multiobjective Evolutionary Optimization. IEEE Transactions on Cybernetics . (2022).PUB | 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.: Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable Grouping. IEEE Transactions on Cybernetics . (2022).PUB | 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.: Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization. IEEE Transactions on Systems, Man, and Cybernetics: Systems . (2022).PUB | 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.: Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization. IEEE Transactions on Emerging Topics in Computational Intelligence . (2022).PUB | DOI | WoS
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978359Wang, S., Yin, Y., Wang, D., Lv, Z., Wang, Y., Jin, Y.: An interpretable deep neural network for colorectal polyp diagnosis under colonoscopy. Knowledge-Based Systems. 234, : 107568 (2021).PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978360Shirazi, A.R., Jin, Y.: Regulated Morphogen Gradients for Target Surrounding and Adaptive Shape Formation. IEEE Transactions on Cognitive and Developmental Systems. 13, 818-826 (2021).PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978361Wang, X., Jin, Y., Schmitt, S., Olhofer, M., Allmendinger, R.: Transfer learning based surrogate assisted evolutionary bi-objective optimization for objectives with different evaluation times. Knowledge-Based Systems. 227, : 107190 (2021).PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2959044Wang, X., Jin, Y., Schmitt, S., Olhofer, M.: Transfer Learning Based Co-surrogate Assisted Evolutionary Bi-objective Optimization for Objectives with Non-uniform Evaluation Times. Evolutionary computation. 30, 221–251 (2021).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.: A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part B. IEEE Transactions on Evolutionary Computation. 25, 630-650 (2021).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.: A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part A. IEEE Transactions on Evolutionary Computation. 25, 609-629 (2021).PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978364Qian, F., Jin, Y., Qin, S.J., Sundmacher, K.: 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, 3294-3295 (2021).PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978365Qin, S., Sun, C., Jin, Y., Tan, Y., Fieldsend, J.: Large-Scale Evolutionary Multiobjective Optimization Assisted by Directed Sampling. IEEE Transactions on Evolutionary Computation. 25, 724-738 (2021).PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978366Wang, S., Liu, J., Jin, Y.: A Computationally Efficient Evolutionary Algorithm for Multiobjective Network Robustness Optimization. IEEE Transactions on Evolutionary Computation. 25, 419-432 (2021).PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978370Tian, Y., Lu, C., Zhang, X., Tan, K.C., Jin, Y.: Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks. IEEE Transactions on Cybernetics. 51, 3115-3128 (2021).PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978372Zhu, H., Zhang, H., Jin, Y.: From federated learning to federated neural architecture search: a survey. Complex & Intelligent Systems. 7, 639-657 (2021).PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978374Tian, Y., Zhang, T., Xiao, J., Zhang, X., Jin, Y.: A Coevolutionary Framework for Constrained Multiobjective Optimization Problems. IEEE Transactions on Evolutionary Computation. 25, 102-116 (2021).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.: Point AE-DCGAN: A deep learning model for 3D point cloud lossy geometry compression. In: Bilgin, A., Marcellin, M.W., Serra-Sagrista, J., and Storer, J.A. (eds.) 2021 Data Compression Conference (DCC). p. 379-379. IEEE (2021).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.: Systematic evaluation of machine learning methods for identifying human–pathogen protein–protein interactions. Briefings in Bioinformatics. 22, (2021).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.: A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems. IEEE Transactions on Evolutionary Computation. 25, 405-418 (2021).PUB | DOI | Download (ext.)
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978368He, C., Huang, S., Cheng, R., Tan, K.C., Jin, Y.: Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs). IEEE Transactions on Cybernetics. 51, 3129-3142 (2021).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.: Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization. IEEE Transactions on Evolutionary Computation. 25, 448-462 (2021).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.: Solution Set Augmentation for Knee Identification in Multiobjective Decision Analysis. IEEE Transactions on Cybernetics . (2021).PUB | 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.: Multiple-Solution Optimization Strategy for Multirobot Task Allocation. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 50, 4283-4294 (2020).PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978394Chen, Y., Sun, X., Jin, Y.: Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation. IEEE Transactions on Neural Networks and Learning Systems. 31, 4229-4238 (2020).PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978395Zhou, Y., Jin, Y., Ding, J.: Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines. Neurocomputing. 406, 12-23 (2020).PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978397Tian, Y., Zheng, X., Zhang, X., Jin, Y.: Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer. IEEE Transactions on Cybernetics. 50, 3696-3708 (2020).PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978396Yu, G., Jin, Y., Olhofer, M.: Benchmark Problems and Performance Indicators for Search of Knee Points in Multiobjective Optimization. IEEE Transactions on Cybernetics. 50, 3531-3544 (2020).PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978398Wang, S., Liu, J., Jin, Y.: Surrogate-Assisted Robust Optimization of Large-Scale Networks Based on Graph Embedding. IEEE Transactions on Evolutionary Computation. 24, 735-749 (2020).PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978399Wang, H., Jin, Y., Yang, C., Jiao, L.: Transfer stacking from low-to high-fidelity: A surrogate-assisted bi-fidelity evolutionary algorithm. Applied Soft Computing. 92, : 106276 (2020).PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978402Wang, X., Jin, Y., Schmitt, S., Olhofer, M.: An adaptive Bayesian approach to surrogate-assisted evolutionary multi-objective optimization. Information Sciences. 519, 317-331 (2020).PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978404Wang, X., Jin, Y., Hao, K.: Evolving Local Plasticity Rules for Synergistic Learning in Echo State Networks. IEEE Transactions on Neural Networks and Learning Systems. 31, 1363-1374 (2020).PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978405Zhu, H., Jin, Y.: Multi-Objective Evolutionary Federated Learning. IEEE Transactions on Neural Networks and Learning Systems. 31, 1310-1322 (2020).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.: Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor. IEEE Transactions on Evolutionary Computation. 24, 350-364 (2020).PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978407Tian, Y., Zhang, X., Cheng, R., He, C., Jin, Y.: Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling. IEEE Transactions on Cybernetics. 50, 1106-1119 (2020).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.: A Network Reduction-Based Multiobjective Evolutionary Algorithm for Community Detection in Large-Scale Complex Networks. IEEE Transactions on Cybernetics. 50, 703-716 (2020).PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978411Yang, Z., Ding, Y., Jin, Y., Hao, K.: Immune-Endocrine System Inspired Hierarchical Coevolutionary Multiobjective Optimization Algorithm for IoT Service. IEEE Transactions on Cybernetics. 50, 164-177 (2020).PUB | DOI | Download (ext.)
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2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978412Wang, X., Jin, Y., Hao, K.: A Gated Recurrent Unit based Echo State Network. 2020 International Joint Conference on Neural Networks (IJCNN). p. 1-7. IEEE (2020).PUB | DOI | Download (ext.)
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2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978413Fourati, R., Ammar, B., Jin, Y., Alimi, A.M.: EEG feature learning with Intrinsic Plasticity based Deep Echo State Network. 2020 International Joint Conference on Neural Networks (IJCNN). p. 1-8. IEEE (2020).PUB | DOI | Download (ext.)
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2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978414Naik, N., Jenkins, P., Cooke, R., Gillett, J., Jin, Y.: Evaluating Automatically Generated YARA Rules and Enhancing Their Effectiveness. 2020 IEEE Symposium Series on Computational Intelligence (SSCI). p. 1146-1153. IEEE (2020).PUB | DOI | Download (ext.)
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2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978415Chen, H., Jin, Y., Wang, L., Chi, C.-H., Shen, J.: HIME: Mining and Ensembling Heterogeneous Information for Protein-Protein Interactions Prediction. 2020 International Joint Conference on Neural Networks (IJCNN). p. 1-8. IEEE (2020).PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978416Liao, P., Sun, C., Zhang, G., Jin, Y.: Multi-surrogate multi-tasking optimization of expensive problems. Knowledge-Based Systems. 205, : 106262 (2020).PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978417Wang, S., Liu, J., Jin, Y.: Robust Structural Balance in Signed Networks Using a Multiobjective Evolutionary Algorithm. IEEE Computational Intelligence Magazine. 15, 24-35 (2020).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.: Transfer learning for gaussian process assisted evolutionary bi-objective optimization for objectives with different evaluation times. Proceedings of the 2020 Genetic and Evolutionary Computation Conference (GECCO '20). p. 587-594. ACM, New York, NY (2020).PUB | DOI | Download (ext.)
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978403Tian, Y., Zhang, X., Wang, C., Jin, Y.: An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems. IEEE Transactions on Evolutionary Computation. 24, 380-393 (2020).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978420Rong, M., Gong, D., Zhang, Y., Jin, Y., Pedrycz, W.: Multidirectional Prediction Approach for Dynamic Multiobjective Optimization Problems. IEEE Transactions on Cybernetics. 49, 3362-3374 (2019).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.: Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation. IEEE Transactions on Evolutionary Computation. 23, 949-961 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978421Peng, X., Jin, Y., Wang, H.: Multimodal Optimization Enhanced Cooperative Coevolution for Large-Scale Optimization. IEEE Transactions on Cybernetics. 49, 3507-3520 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978422Hua, Y., Jin, Y., Hao, K.: A Clustering-Based Adaptive Evolutionary Algorithm for Multiobjective Optimization With Irregular Pareto Fronts. IEEE Transactions on Cybernetics. 49, 2758-2770 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978423Han, D., Du, W., Du, W., Jin, Y., Wu, C.: An adaptive decomposition-based evolutionary algorithm for many-objective optimization. Information Sciences. 491, 204-222 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978424Wang, X., Jin, Y., Hao, K.: Echo state networks regulated by local intrinsic plasticity rules for regression. Neurocomputing. 351, 111-122 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978425Yang, C., Ding, J., Jin, Y., Wang, C., Chai, T.: Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation Processes. IEEE Transactions on Automation Science and Engineering. 16, 1046-1057 (2019).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.: Stacking-based ensemble learning of decision trees for interpretable prostate cancer detection. Applied Soft Computing. 77, 188-204 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978428Guo, D., Jin, Y., Ding, J., Chai, T.: Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems. IEEE Transactions on Cybernetics. 49, 1012-1025 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978429Fan, Q., Jin, Y., Wang, W., Yan, X.: A performance-driven multi-algorithm selection strategy for energy consumption optimization of sea-rail intermodal transportation. Swarm and Evolutionary Computation. 44, 1-17 (2019).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.: A tree ensemble-based two-stage model for advanced-stage colorectal cancer survival prediction. Information Sciences. 474, 106-124 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978431Carneiro, M.G., Cheng, R., Zhao, L., Jin, Y.: Particle swarm optimization for network-based data classification. Neural Networks. 110, 243-255 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978433Han, Y., Gong, D., Jin, Y., Pan, Q.: Evolutionary Multiobjective Blocking Lot-Streaming Flow Shop Scheduling With Machine Breakdowns. IEEE Transactions on Cybernetics. 49, 184-197 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978434Du, W., Zhong, W., Tang, Y., Du, W., Jin, Y.: High-Dimensional Robust Multi-Objective Optimization for Order Scheduling: A Decision Variable Classification Approach. IEEE Transactions on Industrial Informatics. 15, 293-304 (2019).PUB | DOI | Download (ext.)
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2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978436Zhou, Y., Jin, Y., Ding, J.: Evolutionary Optimization of Liquid State Machines for Robust Learning. In: Lu, H., Tang, H., and Wang, Z. (eds.) Advances in Neural Networks – ISNN 2019. 16th International Symposium on Neural Networks, ISNN 2019, Moscow, Russia, July 10–12, 2019, Proceedings, Part I. Lecture Notes in Computer Science. 11554, p. 389-398. Springer International Publishing, Cham (2019).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.: Garteur AD/AG-52: Surrogate-Based Global Optimization Methods in Preliminary Aerodynamic Design. In: Andrés-Pérez, E., González, L.M., Periaux, J., Gauger, N., Quagliarella, D., and Giannakoglou, K. (eds.) Evolutionary and Deterministic Methods for Design Optimization and Control With Applications to Industrial and Societal Problems. Computational Methods in Applied Sciences. 49, p. 195-210. Springer International Publishing, Cham (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978448Yang, Z., Jin, Y., Hao, K.: A Bio-Inspired Self-Learning Coevolutionary Dynamic Multiobjective Optimization Algorithm for Internet of Things Services. IEEE Transactions on Evolutionary Computation. 23, 675-688 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978451Tian, Y., Cheng, R., Zhang, X., Su, Y., Jin, Y.: A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization. IEEE Transactions on Evolutionary Computation. 23, 331-345 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978455Jin, Y., Wang, H., Chugh, T., Guo, D., Miettinen, K.: Data-Driven Evolutionary Optimization: An Overview and Case Studies. IEEE Transactions on Evolutionary Computation. 23, 442-458 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978463Wang, H., Jin, Y., Sun, C., Doherty, J.: Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles. IEEE Transactions on Evolutionary Computation. 23, 203-216 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978479Ye, X., Li, J., Liu, S., Liang, J., Jin, Y.: A hybrid instance-intensive workflow scheduling method in private cloud environment. Natural Computing. 18, 735-746 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978482Wang, D.-J., Liu, F., Jin, Y.: A proactive scheduling approach to steel rolling process with stochastic machine breakdown. Natural Computing. 18, 679-694 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978495Ding, J., Yang, C., Jin, Y., Chai, T.: Generalized Multitasking for Evolutionary Optimization of Expensive Problems. IEEE Transactions on Evolutionary Computation. 23, 44-58 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978503Guo, F., Ren, L., Jin, Y., Ding, Y.: A dynamic SVR–ARMA model with improved fruit fly algorithm for the nonlinear fiber stretching process. Natural Computing. 18, 747-756 (2019).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.: A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization. IEEE Transactions on Evolutionary Computation. 23, 74-88 (2019).PUB | DOI
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978461Tian, J., Tan, Y., Zeng, J., Sun, C., Jin, Y.: Multiobjective Infill Criterion Driven Gaussian Process-Assisted Particle Swarm Optimization of High-Dimensional Expensive Problems. IEEE Transactions on Evolutionary Computation. 23, 459-472 (2019).PUB | DOI | Download (ext.)
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978432Jiao, R., Zeng, S., Li, C., Jiang, Y., Jin, Y.: A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization. Information Sciences. 471, 80-96 (2019).PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978435Ding, J., Yang, C., Xiao, Q., Chai, T., Jin, Y.: Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation in Mineral Processing. IEEE Transactions on Emerging Topics in Computational Intelligence. 1-13 (2018).PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978438Wang, H., Jin, Y., Doherty, J.: A Generic Test Suite for Evolutionary Multifidelity Optimization. IEEE Transactions on Evolutionary Computation. 22, 836-850 (2018).PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978439Cui, S., Wang, D., Wang, Y., Yu, P.-W., Jin, Y.: An improved support vector machine-based diabetic readmission prediction. Computer Methods and Programs in Biomedicine. 166, 123-135 (2018).PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978440Xie, Z., Jin, Y.: An Extended Reinforcement Learning Framework to Model Cognitive Development With Enactive Pattern Representation. IEEE Transactions on Cognitive and Developmental Systems. 10, 738-750 (2018).PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978441Tian, Y., Cheng, R., Zhang, X., Cheng, F., Jin, Y.: An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility. IEEE Transactions on Evolutionary Computation. 22, 609-622 (2018).PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978442Yu, H., Tan, Y., Zeng, J., Sun, C., Jin, Y.: Surrogate-assisted hierarchical particle swarm optimization. Information Sciences. 454-455, 59-72 (2018).PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978444Gu, S., Cheng, R., Jin, Y.: Feature selection for high-dimensional classification using a competitive swarm optimizer. Soft Computing. 22, 811-822 (2018).PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978447Jin, Y., Miettinen, K., Ishibuchi, H.: Guest Editorial Evolutionary Many-Objective Optimization. IEEE Transactions on Evolutionary Computation. 22, 1-2 (2018).PUB | DOI | Download (ext.)
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2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978467Sun, C., Jin, Y., Tan, Y., Takadama, K.: Semi-supervised learning assisted particle swarm optimization of computationally expensive problems. In: Aguirre, H. (ed.) Proceedings of the Genetic and Evolutionary Computation Conference. p. 45-52. ACM, New York, NY (2018).PUB | DOI
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978457Chen, Z., Yeo, C.K., Lee, B.S., Lau, C.T., Jin, Y.: Evolutionary multi-objective optimization based ensemble autoencoders for image outlier detection. Neurocomputing. 309, 192-200 (2018).PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978453Sun, C., Ding, J., Zeng, J., Jin, Y.: A fitness approximation assisted competitive swarm optimizer for large scale expensive optimization problems. Memetic Computing. 10, 123-134 (2018).PUB | DOI | Download (ext.)
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2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978458Wang, H., Doherty, J., Jin, Y.: Hierarchical Surrogate-Assisted Evolutionary Multi-Scenario Airfoil Shape Optimization. 2018 IEEE Congress on Evolutionary Computation (CEC). p. 1-8. IEEE (2018).PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978460Oh, H., Shiraz, A.R., Jin, Y.: Morphogen diffusion algorithms for tracking and herding using a swarm of kilobots. Soft Computing. 22, 1833-1844 (2018).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.: On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments. Evolutionary Computation. 26, 237-267 (2018).PUB | DOI | Download (ext.)
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978465Lu, J., Ding, J., Liu, C., Jin, Y.: Prediction of Physical Properties of Crude Oil Based on Ensemble Random Weights Neural Network. IFAC-PapersOnLine. 51, 655-660 (2018).PUB | DOI | Download (ext.)
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2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978469Doherty, J.J., Wang, H., Jin, Y.: Use of Global Drag Rise Boundaries to Investigate Ill-Posed Transonic Airfoil Optimization. 2018 Applied Aerodynamics Conference. American Institute of Aeronautics and Astronautics, Reston, Virginia (2018).PUB | DOI
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978446Chugh, T., Jin, Y., Miettinen, K., Hakanen, J., Sindhya, K.: A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization. IEEE Transactions on Evolutionary Computation. 22, 129-142 (2018).PUB | DOI
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978445Zhang, X., Tian, Y., Cheng, R., Jin, Y.: A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization. IEEE Transactions on Evolutionary Computation. 22, 97-112 (2018).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978489Jin, Y., Kollias, S.: Conference Report on 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016) [Conference Reports]. IEEE Computational Intelligence Magazine. 12, 18-19 (2017).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.: Comparisons of different kernels in Kriging-assisted evolutionary expensive optimization. 2017 IEEE Symposium Series on Computational Intelligence (SSCI). p. 1-8. IEEE (2017).PUB | DOI | Download (ext.)
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2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978456Thomas, S.A., Jin, Y., Bunch, J., Gilmore, I.S.: Enhancing classification of mass spectrometry imaging data with deep neural networks. 2017 IEEE Symposium Series on Computational Intelligence (SSCI). p. 1-8. IEEE (2017).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.: Nature-Inspired Graph Optimization for Dimensionality Reduction. 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI). p. 1113-1119. IEEE (2017).PUB | DOI | Download (ext.)
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2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978468Yang, C., Ding, J., Tan, K.C., Jin, Y.: Two-stage assortative mating for multi-objective multifactorial evolutionary optimization. 2017 IEEE 56th Annual Conference on Decision and Control (CDC). p. 76-81. IEEE (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978470Chrol-Cannon, J., Jin, Y., Grüning, A.: An efficient method for online detection of polychronous patterns in spiking neural networks. Neurocomputing. 267, 644-650 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978471Cheng, R., Jin, Y., Olhofer, M., sendhoff, B.: Test Problems for Large-Scale Multiobjective and Many-Objective Optimization. IEEE Transactions on Cybernetics. 47, 4108-4121 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978472Liu, Y., Gong, D., Sun, J., Jin, Y.: A Many-Objective Evolutionary Algorithm Using A One-by-One Selection Strategy. IEEE Transactions on Cybernetics. 47, 2689-2702 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978474Gu, S., Jin, Y.: Multi-train: A semi-supervised heterogeneous ensemble classifier. Neurocomputing. 249, 202-211 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978498Jin, Y., Ding, J.: Special issue on “Data-driven evolutionary optimization”. Soft Computing. 21, 5867-5868 (2017).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.: Surrogate-assisted multicriteria optimization: Complexities, prospective solutions, and business case. Journal of Multi-Criteria Decision Analysis. 24, 5-24 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978500Jin, Y., Ding, J., Ding, Y.: Thematic issue on “bio-inspired learning for data analysis”. Memetic Computing. 9, 1-2 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978476Wang, H., Jin, Y., Yao, X.: Diversity Assessment in Many-Objective Optimization. IEEE Transactions on Cybernetics. 47, 1510-1522 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978477Shirazi, A.R., Jin, Y.: A Strategy for Self-Organized Coordinated Motion of a Swarm of Minimalist Robots. IEEE Transactions on Emerging Topics in Computational Intelligence. 1, 326-338 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978480Huang, Y., Ding, Y., Hao, K., Jin, Y.: A multi-objective approach to robust optimization over time considering switching cost. Information Sciences. 394-395, 183-197 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978481Wang, D.-J., Liu, F., Jin, Y.: A multi-objective evolutionary algorithm guided by directed search for dynamic scheduling. Computers & Operations Research. 79, 279-290 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978483He, C., Tian, Y., Jin, Y., Zhang, X., Pan, L.: A radial space division based evolutionary algorithm for many-objective optimization. Applied Soft Computing. 61, 603-621 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978484
Liu, J., Chi, Y., Zhu, C., Jin, Y.: A time series driven decomposed evolutionary optimization approach for reconstructing large-scale gene regulatory networks based on fuzzy cognitive maps. BMC Bioinformatics. 18, : 241 (2017).PUB | 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.: Augmented windows fuzzy firewall for preventing denial of service attack. 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). p. 1-6. IEEE (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978487Oh, H., Ramezan Shirazi, A., Sun, C., Jin, Y.: Bio-inspired self-organising multi-robot pattern formation: A review. Robotics and Autonomous Systems. 91, 83-100 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978488Albukhanajer, W.A., Jin, Y., Briffa, J.A.: Classifier ensembles for image identification using multi-objective Pareto features. Neurocomputing. 238, 316-327 (2017).PUB | DOI | Download (ext.)
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2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978491Wang, H., Jin, Y.: Efficient nonlinear correlation detection for decomposed search in evolutionary multi-objective optimization. 2017 IEEE Congress on Evolutionary Computation (CEC). p. 649-656. IEEE (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978493Yao, G., Ding, Y., Jin, Y., Hao, K.: Endocrine-based coevolutionary multi-swarm for multi-objective workflow scheduling in a cloud system. Soft Computing. 21, 4309-4322 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978494Cheng, R., Rodemann, T., Fischer, M., Olhofer, M., Jin, Y.: Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation. IEEE Transactions on Emerging Topics in Computational Intelligence. 1, 97-111 (2017).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.: Pattern Recommendation in Task-oriented Applications: A Multi-Objective Perspective [Application Notes]. IEEE Computational Intelligence Magazine. 12, 43-53 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978497Tian, Y., Cheng, R., Zhang, X., Jin, Y.: PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]. IEEE Computational Intelligence Magazine. 12, 73-87 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978501Ye, X., Liu, S., Yin, Y., Jin, Y.: User-oriented many-objective cloud workflow scheduling based on an improved knee point driven evolutionary algorithm. Knowledge-Based Systems. 135, 113-124 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978478Chugh, T., Chakraborti, N., Sindhya, K., Jin, Y.: A data-driven surrogate-assisted evolutionary algorithm applied to a many-objective blast furnace optimization problem. Materials and Manufacturing Processes. 32, 1172-1178 (2017).PUB | DOI
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978475Sun, C., Jin, Y., Cheng, R., Ding, J., Zeng, J.: Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems. IEEE Transactions on Evolutionary Computation. 21, 644-660 (2017).PUB | DOI | Download (ext.)
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978473Wang, H., Jin, Y., Doherty, J.: Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems. IEEE Transactions on Cybernetics. 47, 2664-2677 (2017).PUB | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978485Yolcu, U., Jin, Y., Egrioglu, E.: An ensemble of single multiplicative neuron models for probabilistic prediction. 2016 IEEE Symposium Series on Computational Intelligence (SSCI). p. 1-8. IEEE (2016).PUB | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978490Hakanen, J., Chugh, T., Sindhya, K., Jin, Y., Miettinen, K.: Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithms. 2016 IEEE Symposium Series on Computational Intelligence (SSCI). p. 1-8. IEEE (2016).PUB | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978492Zhang, X., Tian, Y., Cheng, R., Jin, Y.: Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization. 2016 IEEE Symposium Series on Computational Intelligence (SSCI). p. 1-8. IEEE (2016).PUB | DOI | Download (ext.)
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978502Cheng, R., Jin, Y., Olhofer, M., Sendhoff, B.: A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization. IEEE Transactions on Evolutionary Computation. 20, 773-791 (2016).PUB | DOI | Download (ext.)
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978504Peng, X., Liu, K., Jin, Y.: A dynamic optimization approach to the design of cooperative co-evolutionary algorithms. Knowledge-Based Systems. 109, 174-186 (2016).PUB | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978505Tian, Y., Zhang, X., Cheng, R., Jin, Y.: A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric. 2016 IEEE Congress on Evolutionary Computation (CEC). p. 5222-5229. IEEE (2016).PUB | DOI | Download (ext.)
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978506Zhang, X., Tian, Y., Jin, Y.: Approximate non-dominated sorting for evolutionary many-objective optimization. Information Sciences. 369, 14-33 (2016).PUB | DOI | Download (ext.)
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2016 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978508Cheng, S., Liu, B., Shi, Y., Jin, Y., Li, B.: Evolutionary Computation and Big Data: Key Challenges and Future Directions. In: Tan, Y. and Shi, Y. (eds.) Data Mining and Big Data. Lecture Notes in Computer Science. p. 3-14. Springer International Publishing, Cham (2016).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.: Immune-inspired self-adaptive collaborative control allocation for multi-level stretching processes. Information Sciences. 342, 81-95 (2016).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.: Incremental information gain analysis of input attribute impact on RBF-kernel SVM spam detection. 2016 IEEE Congress on Evolutionary Computation (CEC). p. 1022-1029. IEEE (2016).PUB | DOI | Download (ext.)
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978514Yusoff, M.-H., Chrol-Cannon, J., Jin, Y.: Modeling neural plasticity in echo state networks for classification and regression. Information Sciences. 364-365, 184-196 (2016).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.: Reduction strategies for hierarchical multi-label classification in protein function prediction. BMC Bioinformatics. 17, : 373 (2016).PUB | PDF | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978518Jin, Y., Yang, C., Ding, J., Chai, T.: Reference point based prediction for evolutionary dynamic multiobjective optimization. 2016 IEEE Congress on Evolutionary Computation (CEC). p. 3769-3776. IEEE (2016).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.: Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & Organization. In: Friedrich, T. (ed.) Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. p. 1265-1266. ACM, New York, NY, USA (2016).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.: The security challenges in the IoT enabled cyber-physical systems and opportunities for evolutionary computing & other computational intelligence. 2016 IEEE Congress on Evolutionary Computation (CEC). p. 1015-1021. IEEE (2016).PUB | DOI | Download (ext.)
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978521Brown, C., Jin, Y., Leach, M., Hodgson, M.: $$\mu $$ μ JADE: adaptive differential evolution with a small population. Soft Computing. 20, 4111-4120 (2016).PUB | DOI | Download (ext.)
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978515Carneiro, M.G., Zhao, L., Cheng, R., Jin, Y.: Network structural optimization based on swarm intelligence for highlevel classification. 2016 International Joint Conference on Neural Networks (IJCNN). p. 3737-3744. IEEE (2016).PUB | DOI | Download (ext.)
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978509Han, Y., Gong, D., Jin, Y., Pan, Q.-ke: Evolutionary multi-objective blocking lot-streaming flow shop scheduling with interval processing time. Applied Soft Computing. 42, 229-245 (2016).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.: Fitness Estimation Strategy Assisted Competitive Swarm Optimizer for High Dimensional Expensive Problems. In: Friedrich, T., Neumann, F., and Sutton, A.M. (eds.) Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. p. 1277-1278. ACM, New York, NY, USA (2016).PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978526Cheng, R., Jin, Y., Narukawa, K., Sendhoff, B.: A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling. IEEE Transactions on Evolutionary Computation. 19, 838-856 (2015).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.: General chairs and program chairs message. 2015 Conference on Technologies and Applications of Artificial Intelligence (TAAI). p. 13-14. IEEE (2015).PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978522Zhang, T., Jin, Y., Ding, Y., Hao, K.: A cytokine network-inspired cooperative control system for multi-stage stretching processes in fiber production. Soft Computing. 19, 1523-1540 (2015).PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978523Wu, Y., Jin, Y., Liu, X.: A directed search strategy for evolutionary dynamic multiobjective optimization. Soft Computing. 19, 3221-3235 (2015).PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978525Wang, D.-J., Liu, F., Wang, Y.-Z., Jin, Y.: A knowledge-based evolutionary proactive scheduling approach in the presence of machine breakdown and deterioration effect. Knowledge-Based Systems. 90, 70-80 (2015).PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978527Cheng, R., Jin, Y.: A social learning particle swarm optimization algorithm for scalable optimization. Information Sciences. 291, 43-60 (2015).PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978528Sun, C., Jin, Y., Zeng, J., Yu, Y.: A two-layer surrogate-assisted particle swarm optimization algorithm. Soft Computing. 19, 1461-1475 (2015).PUB | DOI | Download (ext.)
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2015 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978529Cheng, R., Jin, Y., Narukawa, K.: Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto Fronts. In: Gaspar-Cunha, A., Henggeler Antunes, C., and Coello, C.C. (eds.) Evolutionary Multi-Criterion Optimization. 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part I. Lecture Notes in Computer Science. 9018, p. 127-140. Springer International Publishing, Cham (2015).PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978530Jin, Y., Ding, Y., Hao, K., Jin, Y.: An endocrine-based intelligent distributed cooperative algorithm for target tracking in wireless sensor networks. Soft Computing. 19, 1427-1441 (2015).PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978532Rahman, T., Mahapatra, M., Laing, E., Jin, Y.: Evolutionary non-linear modelling for selecting vaccines against antigenically variable viruses. Bioinformatics. 31, 834-840 (2015).PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978536Chrol-Cannon, J., Jin, Y.: Learning structure of sensory inputs with synaptic plasticity leads to interference. Frontiers in Computational Neuroscience. 9, (2015).PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978537Gu, S., Cheng, R., Jin, Y.: Multi-objective ensemble generation. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 5, 234-245 (2015).PUB | DOI | Download (ext.)
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978538Huang, Y., Jin, Y., Ding, Y.: New performance indicators for robust optimization over time. 2015 IEEE Congress on Evolutionary Computation (CEC). p. 1380-1387. IEEE (2015).PUB | DOI | Download (ext.)
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978540Cheng, R., Olhofer, M., Jin, Y.: Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization. 2015 IEEE Congress on Evolutionary Computation (CEC). p. 939-946. IEEE (2015).PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978541Yang, B., Ding, Y., Jin, Y., Hao, K.: Self-organized swarm robot for target search and trapping inspired by bacterial chemotaxis. Robotics and Autonomous Systems. 72, 83-92 (2015).PUB | DOI | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978542Jin, Y.: Special issue on UKCI 2013. Soft Computing. 19, 1443-1444 (2015).PUB | DOI | Download (ext.)
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978543Albukhanajer, W.A., Jin, Y., Briffa, J.A.: Trade-off between computational complexity and accuracy in evolutionary image feature extraction. 2015 IEEE Congress on Evolutionary Computation (CEC). p. 2412-2419. IEEE (2015).PUB | DOI | Download (ext.)
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978548Xue, S., Sun, C., Zeng, J., Jin, Y., Cheng, R.: Effect of Communication Modes to Swarm Robotic Search. The Open Electrical & Electronic Engineering Journal. 8, 240-244 (2014).PUB | DOI | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978533Gu, S., Jin, Y.: Generating diverse and accurate classifier ensembles using multi-objective optimization. 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM). p. 9-15. IEEE (2014).PUB | DOI | Download (ext.)
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2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978544Oh, H., Jin, Y.: Adaptive Swarm Robot Region Coverage Using Gene Regulatory Networks. In: Mistry, M., Leonardis, A., Witkowski, M., and Melhuish, C. (eds.) Advances in Autonomous Robotics Systems. Lecture Notes in Computer Science. p. 197-208. Springer International Publishing, Cham (2014).PUB | DOI | Download (ext.)
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978545Zhou, Z.-H., Chawla, N.V., Jin, Y., Williams, G.J.: Big Data Opportunities and Challenges: Discussions from Data Analytics Perspectives [Discussion Forum]. IEEE Computational Intelligence Magazine. 9, 62-74 (2014).PUB | DOI | Download (ext.)
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978546Chrol-Cannon, J., Jin, Y.: Computational modeling of neural plasticity for self-organization of neural networks. Biosystems. 125, 43-54 (2014).PUB | DOI | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978547Cheng, R., Jin, Y.: Demonstrator selection in a social learning particle swarm optimizer. 2014 IEEE Congress on Evolutionary Computation (CEC). p. 3103-3110. IEEE (2014).PUB | DOI | Download (ext.)
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978549Smith, C., Jin, Y.: Evolutionary multi-objective generation of recurrent neural network ensembles for time series prediction. Neurocomputing. 143, 302-311 (2014).PUB | DOI | Download (ext.)
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978551Jin, Y.: IEEE CIS VP-Technical Activities Vision Statement [Society Briefs]. IEEE Computational Intelligence Magazine. 9, 9-10 (2014).PUB | DOI | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978550Oh, H., Jin, Y.: Evolving hierarchical gene regulatory networks for morphogenetic pattern formation of swarm robots. 2014 IEEE Congress on Evolutionary Computation (CEC). p. 776-783. IEEE (2014).PUB | DOI | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978552Yusoff, M.-H., Jin, Y.: Modeling neural plasticity in echo state networks for time series prediction. 2014 14th UK Workshop on Computational Intelligence (UKCI). p. 1-7. IEEE (2014).PUB | DOI | Download (ext.)
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2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978553Ramezan Shirazi, A., Oh, H., Jin, Y.: Morphogenetic Self-Organization of Collective Movement without Directional Sensing. In: Mistry, M., Leonardis, A., Witkowski, M., and Melhuish, C. (eds.) Advances in Autonomous Robotics Systems. Lecture Notes in Computer Science. p. 139-150. Springer International Publishing, Cham (2014).PUB | DOI | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978554Smith, C., Doherty, J., Jin, Y.: Multi-objective evolutionary recurrent neural network ensemble for prediction of computational fluid dynamic simulations. 2014 IEEE Congress on Evolutionary Computation (CEC). p. 2609-2616. IEEE (2014).PUB | DOI | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978555Albukhanajer, W.A., Jin, Y., Briffa, J.A.: Neural network ensembles for image identification using Pareto-optimal features. 2014 IEEE Congress on Evolutionary Computation (CEC). p. 89-96. IEEE (2014).PUB | DOI | Download (ext.)
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978556
Chrol-Cannon, J., Jin, Y.: On the Correlation between Reservoir Metrics and Performance for Time Series Classification under the Influence of Synaptic Plasticity. PLoS ONE. 9, : e101792 (2014).PUB | PDF | DOI | Download (ext.)
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978557Thomas, S.A., Jin, Y.: Reconstructing biological gene regulatory networks: where optimization meets big data. Evolutionary Intelligence. 7, 29-47 (2014).PUB | DOI | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978558Liu, T., Sun, C., Zeng, J., Xue, S., Jin, Y.: Similarity- and reliability-assisted fitness estimation for particle swarm optimization of expensive problems. 2014 IEEE Congress on Evolutionary Computation (CEC). p. 640-646. IEEE (2014).PUB | DOI | Download (ext.)
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2013 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978559Albukhanajer, W.A., Jin, Y., Briffa, J.A., Williams, G.: A Comparative Study of Multi-objective Evolutionary Trace Transform Methods for Robust Feature Extraction. In: Purshouse, R.C., Fleming, P.J., Fonseca, C.M., Greco, S., and Shaw, J. (eds.) Evolutionary Multi-Criterion Optimization. Lecture Notes in Computer Science. p. 573-586. Springer Berlin Heidelberg, Berlin, Heidelberg (2013).PUB | DOI | Download (ext.)
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978560Jin, Y., Tang, K., Yu, X., Sendhoff, B., Yao, X.: A framework for finding robust optimal solutions over time. Memetic Computing. 5, 3-18 (2013).PUB | DOI | Download (ext.)
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978561Meng, Y., Guo, H., Jin, Y.: A morphogenetic approach to flexible and robust shape formation for swarm robotic systems. Robotics and Autonomous Systems. 61, 25-38 (2013).PUB | DOI | Download (ext.)
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978562Sun, C., Zeng, J., Pan, J., Xue, S., Jin, Y.: A new fitness estimation strategy for particle swarm optimization. Information Sciences. 221, 355-370 (2013).PUB | DOI | Download (ext.)
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978563Chen, J., Ding, Y., Jin, Y., Hao, K.: A synergetic immune clonal selection algorithm based multi-objective optimization method for carbon fiber drawing process. Fibers and Polymers. 14, 1722-1730 (2013).PUB | DOI | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978564Lu, J., Li, B., Jin, Y., Alba, E.: An evolution strategy assisted by an ensemble of local Gaussian process models. In: Blum, C. (ed.) Proceedings of the 15th annual conference on Genetic and evolutionary computation. p. 447-454. ACM, New York, NY, USA (2013).PUB | DOI | Download (ext.)
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978565Jia, G., Wang, Y., Cai, Z., Jin, Y.: An improved (μ+λ)-constrained differential evolution for constrained optimization. Information Sciences. 222, 302-322 (2013).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.: Evolution by Adapting Surrogates. Evolutionary Computation. 21, 313-340 (2013).PUB | DOI | Download (ext.)
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978567Chai, T., Jin, Y., Sendhoff, B.: Evolutionary Complex Engineering Optimization: Opportunities and Challenges [Guest Editorial]. IEEE Computational Intelligence Magazine. 8, 12-15 (2013).PUB | DOI | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978568Xiao, A., Wang, B., Jin, Y.: Evolutionary truss layout optimization using the vectorized structure approach. 2013 IEEE Congress on Evolutionary Computation. p. 2879-2886. IEEE (2013).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.: EVOLVING CONNECTIVITY BETWEEN GENETIC OSCILLATORS AND SWITCHES USING EVOLUTIONARY ALGORITHMS. Journal of Bioinformatics and Computational Biology. 11, : 1341001 (2013).PUB | DOI | Download (ext.)
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2013 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978571Zhuang, L., Tang, K., Jin, Y.: Metamodel Assisted Mixed-Integer Evolution Strategies Based on Kendall Rank Correlation Coefficient. In: Yin, H., Tang, K., Gao, Y., Klawonn, F., Lee, M., Weise, T., Li, B., and Yao, X. (eds.) Intelligent Data Engineering and Automated Learning – IDEAL 2013. Lecture Notes in Computer Science. p. 366-375. Springer Berlin Heidelberg, Berlin, Heidelberg (2013).PUB | DOI | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978572Thomas, S.A., Jin, Y., Laing, E., Smith, C.P.: Reconstructing regulatory networks in Streptomyces using evolutionary algorithms. 2013 13th UK Workshop on Computational Intelligence (UKCI). p. 24-30. IEEE (2013).PUB | DOI | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978573Smith, C., Doherty, J., Jin, Y.: Recurrent neural network ensembles for convergence prediction in surrogate-assisted evolutionary optimization. 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (CIDUE). p. 9-16. IEEE (2013).PUB | DOI | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978575Cheng, R., Jin, Y.: Simulating swarm behaviuors for optimisation by learning from neighbours. 2013 13th UK Workshop on Computational Intelligence (UKCI). p. 82-87. IEEE (2013).PUB | DOI | Download (ext.)
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2013 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978576Thomas, S.A., Jin, Y.: Single and Multi-objective in Silico Evolution of Tunable Genetic Oscillators. In: Purshouse, R.C., Fleming, P.J., Fonseca, C.M., Greco, S., and Shaw, J. (eds.) Evolutionary Multi-Criterion Optimization. Lecture Notes in Computer Science. p. 696-709. Springer Berlin Heidelberg, Berlin, Heidelberg (2013).PUB | DOI | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978574Sun, C., Zeng, J., Pan, J., Jin, Y.: Similarity-based evolution control for fitness estimation in particle swarm optimization. Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (CIDUE). p. 1-8. IEEE (2013).PUB | DOI | Download (ext.)
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978577Jin, Y.: 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2012) [Conference Reports]. IEEE Computational Intelligence Magazine. 7, 17-17 (2012).PUB | DOI | Download (ext.)
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978578Yin, J., Meng, Y., Jin, Y.: A Developmental Approach to Structural Self-Organization in Reservoir Computing. IEEE Transactions on Autonomous Mental Development. 4, 273-289 (2012).PUB | DOI | Download (ext.)
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978579Guo, H., Jin, Y., Meng, Y.: A morphogenetic framework for self-organized multirobot pattern formation and boundary coverage. ACM Transactions on Autonomous and Adaptive Systems. 7, 1-23 (2012).PUB | DOI | Download (ext.)
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978580Le, M.N., Ong, Y.S., Jin, Y., Sendhoff, B.: A Unified Framework for Symbiosis of Evolutionary Mechanisms with Application to Water Clusters Potential Model Design. IEEE Computational Intelligence Magazine. 7, 20-35 (2012).PUB | DOI | Download (ext.)
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978581Bush, D., Jin, Y.: Calcium control of triphasic hippocampal STDP. Journal of Computational Neuroscience. 33, 495-514 (2012).PUB | DOI | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978582Thomas, S.A., Jin, Y.: Combining genetic oscillators and switches using evolutionary algorithms. 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). p. 28-34. IEEE (2012).PUB | DOI | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978583Doncieux, S., Jin, Y., Mouret, J.-B., Moore, J.H.: Evo-devo-robo workshop program. In: Soule, T. (ed.) Proceedings of the 14th annual conference companion on Genetic and evolutionary computation. p. 355-356. ACM, New York, NY, USA (2012).PUB | DOI | Download (ext.)
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978584Schramm, L., Jin, Y., Sendhoff, B.: Evolution and Analysis of Genetic Networks for Stable Cellular Growth and Regeneration. Artificial Life. 18, 425-444 (2012).PUB | DOI | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978585Albukhanajer, W.A., Jin, Y., Briffa, J.A., Williams, G.: Evolutionary multi-objective optimization of trace transform for invariant feature extraction. 2012 IEEE Congress on Evolutionary Computation. p. 1-8. IEEE (2012).PUB | DOI | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978586Gu, S., Jin, Y.: Heterogeneous classifier ensembles for EEG-based motor imaginary detection. 2012 12th UK Workshop on Computational Intelligence (UKCI). p. 1-8. IEEE (2012).PUB | DOI | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978587Schramm, L., Jin, Y., Sendhoff, B.: Quantitative analysis of redundancy in evolution of developmental systems. 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). p. 61-68. IEEE (2012).PUB | DOI | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978588Chrol-Cannon, J., Gruning, A., Jin, Y.: The emergence of polychronous groups under varying input patterns, plasticity rules and network connectivities. The 2012 International Joint Conference on Neural Networks (IJCNN). p. 1-6. IEEE (2012).PUB | DOI | Download (ext.)
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978589Meng, Y., Guo, H., Jin, Y.: A Multi-cellular Based Self-organizing Approach for Distributed Multi-Robot Systems. In: Doncieux, S., Bredèche, N., and Mouret, J.-B. (eds.) New Horizons in Evolutionary Robotics. Studies in Computational Intelligence. p. 123-137. Springer Berlin Heidelberg, Berlin, Heidelberg (2011).PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978590Meng, Y., Zhang, Y., Jin, Y.: Autonomous Self-Reconfiguration of Modular Robots by Evolving a Hierarchical Mechanochemical Model. IEEE Computational Intelligence Magazine. 6, 43-54 (2011).PUB | DOI | Download (ext.)
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978591Meng, Y., Zhang, Y., Sampath, A., Jin, Y., Sendhoff, B.: Cross-Ball: A new morphogenetic self-reconfigurable modular robot. 2011 IEEE International Conference on Robotics and Automation. p. 267-272. IEEE (2011).PUB | DOI | Download (ext.)
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978592Schramm, L., Jin, Y., Sendhoff, B.: Emerged Coupling of Motor Control and Morphological Development in Evolution of Multi-cellular Animats. In: Kampis, G., Karsai, I., and Szathmáry, E. (eds.) Advances in Artificial Life. Darwin Meets von Neumann. Lecture Notes in Computer Science. p. 27-34. Springer Berlin Heidelberg, Berlin, Heidelberg (2011).PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978594Jin, Y., Meng, Y., Weng, J., Kasabov, N.: Guest Editorial Special Issue on Computational Modeling of Neural and Brain Development. IEEE Transactions on Autonomous Mental Development. 3, 273-275 (2011).PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978593Jin, Y., Meng, Y.: Emergence of robust regulatory motifs from in silico evolution of sustained oscillation. Biosystems. 103, 38-44 (2011).PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978595Tyrrell, A.M., Jin, Y.: Guest Editorial: Special Issue on Evolving Developmental Systems. IEEE Transactions on Evolutionary Computation. 15, 285-286 (2011).PUB | DOI | Download (ext.)
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978596Jin, Y., Meng, Y.: Morphogenetic Robotics - An Evolutionary Developmental Approach to Morphological and Neural Self-Organization of Robotic Systems. In: Meng, Y. and Jin, Y. (eds.) Bio-Inspired Self-Organizing Robotic Systems. Studies in Computational Intelligence. p. 3-23. Springer Berlin Heidelberg, Berlin, Heidelberg (2011).PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978597Jin, Y., Meng, Y.: Morphogenetic Robotics: An Emerging New Field in Developmental Robotics. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews). 41, 145-160 (2011).PUB | DOI | Download (ext.)
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978598Meng, Y., Jin, Y.: Morphogenetic Self-Reconfiguration of Modular Robots. In: Meng, Y. and Jin, Y. (eds.) Bio-Inspired Self-Organizing Robotic Systems. Studies in Computational Intelligence. p. 143-171. Springer Berlin Heidelberg, Berlin, Heidelberg (2011).PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978599Liu, M., Zhang, S., Jin, Y.: Multi-sensor optimal fusion filters for delayed nonlinear intelligent systems based on a unified model. Neural Networks. 24, 280-290 (2011).PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978600Zheng, Y., Meng, Y., Jin, Y.: Object recognition using a bio-inspired neuron model with bottom-up and top-down pathways. Neurocomputing. 74, 3158-3169 (2011).PUB | DOI | Download (ext.)
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978601Schramm, L., Jin, Y., Sendhoff, B.: Redundancy creates opportunity in developmental representations. 2011 IEEE Symposium on Artificial Life (ALIFE). p. 203-210. IEEE (2011).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.: Robustness of glycolysis in yeast to internal and external noise. Physical Review E. 84, : 021913 (2011).PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978603Jin, Y.: Surrogate-assisted evolutionary computation: Recent advances and future challenges. Swarm and Evolutionary Computation. 1, 61-70 (2011).PUB | DOI | Download (ext.)
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978604Guo, H., Meng, Y., Jin, Y.: Swarm robot pattern formation using a morphogenetic multi-cellular based self-organizing algorithm. 2011 IEEE International Conference on Robotics and Automation. p. 3205-3210. IEEE (2011).PUB | DOI | Download (ext.)
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978605Jones, B., Jin, Y., Sendhoff, B., Yao, X.: The Effect of Proprioceptive Feedback on the Distribution of Sensory Information in a Model of an Undulatory Organism. In: Kampis, G., Karsai, I., and Szathmáry, E. (eds.) Advances in Artificial Life. Darwin Meets von Neumann. Lecture Notes in Computer Science. p. 18-26. Springer Berlin Heidelberg, Berlin, Heidelberg (2011).PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978606Jin, Y., Trommler, J.: A fitness-independent evolvability measure for evolutionary developmental systems. 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology. p. 1-8. IEEE (2010).PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978607Jin, Y., Meng, Y., Guo, H.: A morphogenetic self-organization algorithm for swarm robotic systems using relative position information. 2010 UK Workshop on Computational Intelligence (UKCI). p. 1-6. IEEE (2010).PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978608Guo, H., Meng, Y., Jin, Y.: Analysis of local communication load in shape formation of a distributed morphogenetic swarm robotic system. IEEE Congress on Evolutionary Computation. p. 1-8. IEEE (2010).PUB | DOI | Download (ext.)
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2010 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978609Jones, B., Jin, Y., Sendhoff, B., Yao, X.: Emergent Distribution of Computational Workload in the Evolution of an Undulatory Animat. In: Doncieux, S., Girard, B., Guillot, A., Hallam, J., Meyer, J.-A., and Mouret, J.-B. (eds.) From Animals to Animats 11. Lecture Notes in Computer Science. p. 587-596. Springer Berlin Heidelberg, Berlin, Heidelberg (2010).PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978610Steiner, T., Jin, Y., Sendhoff, B., Pelikan, M., Branke, J.: Evolving heterochrony for cellular differentiation using vector field embryogeny. Proceedings of the 12th annual conference on Genetic and evolutionary computation. p. 571-578. ACM, New York, NY, USA (2010).PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978611Zheng, Y., Meng, Y., Jin, Y.: Fusing bottom-up and top-down pathways in neural networks for visual object recognition. The 2010 International Joint Conference on Neural Networks (IJCNN). p. 1-8. IEEE (2010).PUB | DOI | Download (ext.)
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2010 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978612Jin, Y., Meng, Y.: Special Issue on Evolutionary and Developmental Robotics [Guest Editorial. IEEE Computational Intelligence Magazine. 5, 9-9 (2010).PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978613Meng, Y., Jin, Y., Yin, J., Conforth, M.: Human activity detection using spiking neural networks regulated by a gene regulatory network. The 2010 International Joint Conference on Neural Networks (IJCNN). p. 1-6. IEEE (2010).PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978615Jin, Y., Oh, S., Jeon, M.: Incremental approximation of nonlinear constraint functions for evolutionary constrained optimization. IEEE Congress on Evolutionary Computation. p. 1-8. IEEE (2010).PUB | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978617Yu, X., Jin, Y., Tang, K., Yao, X.: Robust optimization over time — A new perspective on dynamic optimization problems. IEEE Congress on Evolutionary Computation. p. 1-6. IEEE (2010).PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978618Guo, H., Meng, Y., Jin, Y.: A cellular mechanism for multi-robot construction via evolutionary multi-objective optimization of a gene regulatory network. Biosystems. 98, 193-203 (2009).PUB | DOI | Download (ext.)
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2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978619Jin, Y., Schramm, L., Sendhoff, B.: A Gene Regulatory Model for the Development of Primitive Nervous Systems. In: Köppen, M., Kasabov, N., and Coghill, G. (eds.) Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I. Lecture Notes in Computer Science. p. 48-55. Springer Berlin Heidelberg, Berlin, Heidelberg (2009).PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978620Jin, Y., Sendhoff, B.: A systems approach to evolutionary multiobjective structural optimization and beyond. IEEE Computational Intelligence Magazine. 4, 62-76 (2009).PUB | DOI | Download (ext.)
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2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978621Okabe, T., Jin, Y., Sendhoff, B.: Combination of Genetic Algorithms and Evolution Strategies with Self-adaptive Switching. In: Goh, C.-K., Ong, Y.-S., and Tan, K.C. (eds.) Multi-Objective Memetic Algorithms. Studies in Computational Intelligence. p. 281-307. Springer Berlin Heidelberg, Berlin, Heidelberg (2009).PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978622Jin, Y., Sendhoff, B.: 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, 373-373 (2009).PUB | DOI | Download (ext.)
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2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978623Jones, B., Jin, Y., Yao, X., Sendhoff, B.: Evolution of Neural Organization in a Hydra-Like Animat. In: Köppen, M., Kasabov, N., and Coghill, G. (eds.) Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I. Lecture Notes in Computer Science. p. 216-223. Springer Berlin Heidelberg, Berlin, Heidelberg (2009).PUB | DOI | Download (ext.)
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2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978624Jin, Y., Gruna, R., Paenke, I., Sendhoff, B.: Evolutionary multi-objective optimization of robustness and innovation in redundant genetic representations. 2009 IEEE Symposium on Computational Intelligence in Milti-Criteria Decision-Making. p. 38-45. IEEE (2009).PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978625Jin, Y., Hallinan, J.: Evolving gene regulatory networks. Biosystems. 98, vi-vii (2009).PUB | DOI | Download (ext.)
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2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978626Jin, Y., Sendhoff, B.: Fuzzy Logic in Evolving in silico Oscillatory Dynamics for Gene Regulatory Networks. In: Jin, Y. and Wang, L. (eds.) Fuzzy Systems in Bioinformatics and Computational Biology. Studies in Fuzziness and Soft Computing. p. 315-327. Springer Berlin Heidelberg, Berlin, Heidelberg (2009).PUB | DOI | Download (ext.)
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2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978627Steiner, T., Trommler, J., Brenn, M., Jin, Y., Sendhoff, B.: Global shape with morphogen gradients and motile polarized cells. 2009 IEEE Congress on Evolutionary Computation. p. 2225-2232. IEEE (2009).PUB | DOI | Download (ext.)
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2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978628Jin, Y., Meng, Y., Sendhoff, B.: Influence of regulation logic on the easiness of evolving sustained oscillation for gene regulatory networks. 2009 IEEE Symposium on Artificial Life. p. 61-68. IEEE (2009).PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978629Le, M.N., Ong, Y.-S., Jin, Y., Sendhoff, B.: Lamarckian memetic algorithms: local optimum and connectivity structure analysis. Memetic Computing. 1, 175-190 (2009).PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978630Meeter, M., Veldkamp, R., Jin, Y.: Multiple memory stores and operant conditioning: A rationale for memory’s complexity. Brain and Cognition. 69, 200-208 (2009).PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978631Jin, Y., Gruna, R., Sendhoff, B.: Pareto analysis of evolutionary and learning systems. Frontiers of Computer Science in China. 3, 4-17 (2009).PUB | DOI | Download (ext.)
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2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978632Jin, Y., Guo, H., Meng, Y.: Robustness Analysis and Failure Recovery of a Bio-Inspired Self-Organizing Multi-Robot System. 2009 Third IEEE International Conference on Self-Adaptive and Self-Organizing Systems. p. 154-164. IEEE (2009).PUB | DOI | Download (ext.)
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2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978633Guo, H., Meng, Y., Jin, Y.: Self-adaptive multi-robot construction using gene regulatory networks. 2009 IEEE Symposium on Artificial Life. p. 53-60. IEEE (2009).PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978634
Steiner, T., Jin, Y., Sendhoff, B.: Vector Field Embryogeny. PLoS ONE. 4, : e8177 (2009).PUB | PDF | DOI | Download (ext.)
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2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978636Zhou, A., Zhang, Q., Jin, Y., Sendhoff, B.: Combination of EDA and DE for continuous biobjective optimization. 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence). p. 1447-1454. IEEE (2008).PUB | DOI | Download (ext.)
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2008 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978637Zhang, Q., Zhou, A., Jin, Y.: Errata to “RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm” [Feb 08 41-63]. IEEE Transactions on Evolutionary Computation. 12, 392-392 (2008).PUB | DOI | Download (ext.)
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2008 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978638Lim, D., Ong, Y.-S., Jin, Y., Sendhoff, B.: Evolutionary Optimization with Dynamic Fidelity Computational Models. In: Huang, D.-S., Wunsch, D.C., Levine, D.S., and Jo, K.-H. (eds.) 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. Lecture Notes in Computer Science. p. 235-242. Springer Berlin Heidelberg, Berlin, Heidelberg (2008).PUB | DOI | Download (ext.)
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2008 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978639Jin, Y., Sendhoff, B., Körner, E.: Rule Extraction from Compact Pareto-optimal Neural Networks. In: Ghosh, A., Dehuri, S., and Ghosh, S. (eds.) Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases. Studies in Computational Intelligence. p. 71-90. Springer Berlin Heidelberg, Berlin, Heidelberg (2008).PUB | DOI | Download (ext.)
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2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978640Lim, D., Ong, Y.-S., Jin, Y., Sendhoff, B., Lipson, H.: A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation. Proceedings of the 9th annual conference on Genetic and evolutionary computation. p. 1288-1295. ACM, New York, NY, USA (2007).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.: Efficient Hierarchical Parallel Genetic Algorithms using Grid computing. Future Generation Computer Systems. 23, 658-670 (2007).PUB | DOI | Download (ext.)
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2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978642Steiner, T., Schramm, L., Jin, Y., Sendhoff, B.: Emergence of feedback in artificial gene regulatory networks. 2007 IEEE Congress on Evolutionary Computation. p. 867-874. IEEE (2007).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.: Global multiobjective optimization via estimation of distribution algorithm with biased initialization and crossover. Proceedings of the 9th annual conference on Genetic and evolutionary computation. p. 617-623. ACM, New York, NY, USA (2007).PUB | DOI | Download (ext.)
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2007 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978644Gräning, L., Jin, Y., Sendhoff, B.: Individual-based Management of Meta-models for Evolutionary Optimization with Application to Three-Dimensional Blade Optimization. In: Yang, S., Ong, Y.-S., and Jin, Y. (eds.) Evolutionary Computation in Dynamic and Uncertain Environments. Studies in Computational Intelligence. p. 225-250. Springer Berlin Heidelberg, Berlin, Heidelberg (2007).PUB | DOI | Download (ext.)
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2007 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978645Lim, D., Ong, Y.-S., Lim, M.-H., Jin, Y.: Single/Multi-objective Inverse Robust Evolutionary Design Methodology in the Presence of Uncertainty. In: Yang, S., Ong, Y.-S., and Jin, Y. (eds.) Evolutionary Computation in Dynamic and Uncertain Environments. Studies in Computational Intelligence. p. 437-456. Springer Berlin Heidelberg, Berlin, Heidelberg (2007).PUB | DOI | Download (ext.)
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2006 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978646Wang, H., Kwong, S., Jin, Y., Tsang , C.-H.: Agent Based Multi-Objective Approach to Generating Interpretable Fuzzy Systems. In: Jin, Y. (ed.) Multi-Objective Machine Learning. Studies in Computational Intelligence. p. 339-364. Springer-Verlag, Berlin/Heidelberg (2006).PUB | DOI | Download (ext.)
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978647Yang, S., Ong, Y.-S., Jin, Y.: Editorial to special issue on evolutionary computation in dynamic and uncertain environments. Genetic Programming and Evolvable Machines. 7, 293-294 (2006).PUB | DOI | Download (ext.)
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978648Branke, J., Jin, Y.: Guest Editorial Special Issue on Evolutionary Computation in the Presence of Uncertainty. IEEE Transactions on Evolutionary Computation. 10, 377-379 (2006).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.: Inverse multi-objective robust evolutionary design. Genetic Programming and Evolvable Machines. 7, 383-404 (2006).PUB | DOI | Download (ext.)
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978650Foli, K., Okabe, T., Olhofer, M., Jin, Y., Sendhoff, B.: Optimization of micro heat exchanger: CFD, analytical approach and multi-objective evolutionary algorithms. International Journal of Heat and Mass Transfer. 49, 1090-1099 (2006).PUB | DOI | Download (ext.)
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2006 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978651Jin, Y., Sendhoff, B., Körner, E.: Simultaneous Generation of Accurate and Interpretable Neural Network Classifiers. In: Jin, Y. (ed.) Multi-Objective Machine Learning. Studies in Computational Intelligence. p. 289-312. Springer-Verlag, Berlin/Heidelberg (2006).PUB | DOI | Download (ext.)
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978652Wang, H., Kwong, S., Jin, Y., Wei, W., Man, K.-F.: Agent-Based Evolutionary Approach for Interpretable Rule-Based Knowledge Extraction. IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews). 35, 143-155 (2005).PUB | DOI | Download (ext.)
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978653Jin, Y., Branke, J.: Evolutionary Optimization in Uncertain Environments—A Survey. IEEE Transactions on Evolutionary Computation. 9, 303-317 (2005).PUB | DOI | Download (ext.)
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978654Jin, Y.: 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, 129-130 (2005).PUB | DOI | Download (ext.)
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978655Wang, H., Kwong, S., Jin, Y., Wei, W., Man, K.F.: Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extraction. Fuzzy Sets and Systems. 149, 149-186 (2005).PUB | DOI | Download (ext.)
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978656Jin, Y., Sendhoff, B.: Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles. In: Deb, K. (ed.) Genetic and Evolutionary Computation – GECCO 2004. Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004. Proceedings, Part I. Lecture Notes in Computer Science. 3102, p. 688-699. Springer, Berlin, Heidelberg (2004).PUB | DOI
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2003 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978657Jin, Y., Okabe, T., Sendhoff, B.: Solving Three-Objective Optimization Problems Using Evolutionary Dynamic Weighted Aggregation: Results and Analysis. In: Cantú-Paz, E., Foster, J.A., Deb, K., Davis, L.D., Roy, R., O’Reilly, U.-M., Beyer, H.-G., Standish, R., Kendall, G., Wilson, S., Harman, M., Wegener, J., Dasgupta, D., Potter, M.A., Schultz, A.C., Dowsland, K.A., Jonoska, N., and Miller, J. (eds.) Genetic and Evolutionary Computation — GECCO 2003. Lecture Notes in Computer Science. p. 636-637. Springer Berlin Heidelberg, Berlin, Heidelberg (2003).PUB | DOI | Download (ext.)
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2003 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978658Jin, Y., Sendhoff, B.: Trade-Off between Performance and Robustness: An Evolutionary Multiobjective Approach. In: Fonseca, C.M., Fleming, P.J., Zitzler, E., Thiele, L., and Deb, K. (eds.) Evolutionary Multi-Criterion Optimization. Lecture Notes in Computer Science. p. 237-251. Springer Berlin Heidelberg, Berlin, Heidelberg (2003).PUB | DOI | Download (ext.)
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2000 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978659Jin, Y.: Fuzzy modeling of high-dimensional systems: complexity reduction and interpretability improvement. IEEE Transactions on Fuzzy Systems. 8, 212-221 (2000).PUB | DOI | Download (ext.)
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1999 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978660Jin, Y., von Seelen, W.: Evaluating flexible fuzzy controllers via evolution strategies. Fuzzy Sets and Systems. 108, 243-252 (1999).PUB | DOI | Download (ext.)
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1995 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978661Jin, Y., Jiang, J., Zhu, J.: Adaptive fuzzy modelling and identification with its applications. International Journal of Systems Science. 26, 197-212 (1995).PUB | DOI | Download (ext.)
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1995 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978684Jin, Y., Jiang, J., Zhu, J.: Neural network based fuzzy identification and its application to modeling and control of complex systems. IEEE Transactions on Systems, Man, and Cybernetics. 25, 990-997 (1995).PUB | DOI | Download (ext.)