Prof. TAN Kay Chen

Research Output

  1. 2020
  2. Published

    Objective-Domain Dual Decomposition: An Effective Approach to Optimizing Partially Differentiable Objective Functions

    Cheung, Y., Gu, F., Liu, H., Tan, K. C. & Huang, H., Mar 2020, In : IEEE Transactions on Cybernetics. 50, 3, p. 923-934

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

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  3. Published

    Fast hypervolume approximation scheme based on a segmentation strategy

    Tang, W., Liu, H., Chen, L., Tan, K. C. & Cheung, Y., Jan 2020, In : Information Sciences. 509, p. 320-342

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 1
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  4. 2019
  5. Published

    Evolutionary Many-Objective Algorithm Using Decomposition-Based Dominance Relationship

    Chen, L., Liu, H., Tan, K. C., Cheung, Y. & Wang, Y., Dec 2019, In : IEEE Transactions on Cybernetics. 49, 12, p. 4129-4139

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 4
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  6. Published

    Evolutionary Multitasking via Explicit Autoencoding

    Feng, L., Zhou, L., Zhong, J., Gupta, A., Ong, Y., Tan, K. & Qin, A. K., Sep 2019, In : IEEE Transactions on Cybernetics. 49, 9, p. 3457-3470

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 12
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  7. Published

    Multiobjective Sparse Non-Negative Matrix Factorization

    Gong, M., Jiang, X., Li, H. & Tan, K. C., Aug 2019, In : IEEE Transactions on Cybernetics. 49, 8, p. 2941-2954

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 2
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  8. Published

    Gate-Layer Autoencoders with Application to Incomplete EEG Signal Recovery

    El-Fiqi, H., Kasmarik, K., Bezerianos, A., Tan, K. C. & Abbass, H. A., Jul 2019, IJCNN 2019. International Joint Conference on Neural Networks. IEEE, 8852101. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

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  9. Published

    A Preliminary Study of Adaptive Task Selection in Explicit Evolutionary Many-Tasking

    Shang, Q., Zhang, L., Feng, L., Hou, Y., Zhong, J., Gupta, A., Tan, K. C. & 1 others, Liu, H., Jun 2019, 2019 IEEE Congress on Evolutionary Computation (CEC). IEEE, p. 2153-2159 8789909. (IEEE Congress on Evolutionary Computation, CEC - Proceedings).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

    Scopus citations: 1
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  10. Published

    Solving Dynamic Multi-objective Optimization Problems Using Incremental Support Vector Machine

    HU, W., JIANG, M., Gao, X., TAN, K. C. & Cheung, Y., Jun 2019, 2019 IEEE Congress on Evolutionary Computation (CEC). Institute of Electrical and Electronics Engineers Inc., p. 2794-2799 8790005. (IEEE Congress on Evolutionary Computation, CEC - Proceedings).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

    Scopus citations: 1
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  11. Published

    Spike Timing or Rate? Neurons Learn to Make Decisions for Both Through Threshold-Driven Plasticity

    Yu, Q., Li, H. & Tan, K. C., Jun 2019, In : IEEE Transactions on Cybernetics. 49, 6, p. 2178-2189

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 6
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  12. Published

    Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution

    Li, K., Xiang, Z. & Tan, K. C., Jun 2019, 2019 IEEE Congress on Evolutionary Computation (CEC). Institute of Electrical and Electronics Engineers Inc., p. 1988-1995 8789984. (IEEE Congress on Evolutionary Computation, CEC - Proceedings).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

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  13. Published

    An Evolutionary Constraint-Handling Technique for Parametric Optimization of a Cancer Immunotherapy Model

    Xu, W., Xu, J., He, D. & Tan, K. C., Apr 2019, In : IEEE Transactions on Emerging Topics in Computational Intelligence. 3, 2, p. 151-162

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

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  14. Published

    Deep infrared pedestrian classification based on automatic image matting

    Liang, Y., Huang, H., Cai, Z., Hao, Z. & Tan, K. C., Apr 2019, In : Applied Soft Computing Journal. 77, p. 484-496

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

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  15. Published

    A Cost-Sensitive Deep Belief Network for Imbalanced Classification

    Zhang, C., Tan, K. C., Li, H. & Hong, G. S., Jan 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 1, p. 109-122

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 14
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  16. Published

    Evolutionary Computation and Complex Networks

    Liu, J., Abbass, H. A. & Tan, K. C., 2019, Springer Nature Switzerland AG.

    Research output: Scholarly Books, Monographs, Reports and Case Studies (RGC: 11, 13, 14, 48, 49)11_Research book or monograph (Author)

    Scopus citations: 1
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  17. Published

    Finding High-Dimensional D-Optimal Designs for Logistic Models via Differential Evolution

    XU, W., WONG, W. K., TAN, K. C. & XU, J., 2019, In : IEEE Access. 7, p. 7133-7146 8598838.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 2
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  18. Published

    Genetic Programming for Job Shop Scheduling

    Nguyen, S., Zhang, M., Johnston, M. & Tan, K. C., 2019, Evolutionary and Swarm Intelligence Algorithms. Bansal, J. C., Singh, P. K. & Pal, N. R. (eds.). Springer, Cham, p. 143-167 (Studies in Computational Intelligence; vol. 779).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)12_Chapter in an edited book (Author)

    Scopus citations: 2
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  19. 2018
  20. Published

    Corrections to "Cognitive Navigation by Neuro-Inspired Localization, Mapping, and Episodic Memory"

    Tang, H., Yan, R. & Tan, K. C., Dec 2018, In : IEEE Transactions on Cognitive and Developmental Systems. 10, 4, p. 1165 8567857.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)Comment/debate

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  21. Published

    Sparse Temporal Encoding of Visual Features for Robust Object Recognition by Spiking Neurons

    Zheng, Y., Li, S., Yan, R., Tang, H. & Tan, K. C., Dec 2018, In : IEEE Transactions on Neural Networks and Learning Systems. 29, 12, p. 5823-5833

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 9
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  22. Published

    A Spiking Neural Network Framework for Robust Sound Classification

    Wu, J., Chua, Y., Zhang, M., Li, H. & Tan, K. C., Nov 2018, In : Frontiers in Neuroscience. 12, 836.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 9
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  23. Published

    Visualizing the Evolution of Computer Programs for Genetic Programming

    Nguyen, S., Zhang, M., Alahakoon, D. & Tan, K. C., Nov 2018, In : IEEE Computational Intelligence Magazine. 13, 4, p. 77-94 8492385.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 2
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