Prof. TAN Kay Chen

Research Output

  1. 2021
  2. Published

    An Effective Knowledge Transfer Approach for Multiobjective Multitasking Optimization

    Lin, J., Liu, H., Tan, K. C. & Gu, F., Jun 2021, In: IEEE Transactions on Cybernetics. 51, 6, p. 3238-3248 9032363.

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

    Scopus citations: 1
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  3. Published

    Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs)

    He, C., Huang, S., Cheng, R., Tan, K. C. & Jin, Y., Jun 2021, In: IEEE Transactions on Cybernetics. 51, 6, p. 3129-3142 9082904.

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

    Scopus citations: 4
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  4. Published

    Explicit Evolutionary Multitasking for Combinatorial Optimization: A Case Study on Capacitated Vehicle Routing Problem

    Feng, L., Huang, Y., Zhou, L., Zhong, J., Gupta, A., Tang, K. & Tan, K. C., Jun 2021, In: IEEE Transactions on Cybernetics. 51, 6, p. 3143-3156 9023952.

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

    Scopus citations: 3
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  5. Published

    Manifold Learning-Inspired Mating Restriction for Evolutionary Multiobjective Optimization with Complicated Pareto Sets

    Pan, L., Li, L., Cheng, R., He, C. & Tan, K. C., Jun 2021, In: IEEE Transactions on Cybernetics. 51, 6, p. 3325-3337

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

    Scopus citations: 3
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  6. Published

    Solving Generalized Vehicle Routing Problem With Occasional Drivers via Evolutionary Multitasking

    Feng, L., Zhou, L., Gupta, A., Zhong, J., Zhu, Z., Tan, K. & Qin, K., Jun 2021, In: IEEE Transactions on Cybernetics. 51, 6, p. 3171-3184 8938734.

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

    Scopus citations: 3
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  7. Published

    Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks

    Tian, Y., Lu, C., Zhang, X., Tan, K. C. & Jin, Y., Jun 2021, In: IEEE Transactions on Cybernetics. 51, 6, p. 3115-3128 9047876.

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

    Scopus citations: 6
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  8. Published

    Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation

    Zhou, L., Feng, L., Tan, K. C., Zhong, J., Zhu, Z., Liu, K. & Chen, C., May 2021, In: IEEE Transactions on Cybernetics. 51, 5, p. 2563-2576 9027113.

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

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  9. Online published

    Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization

    Tian, Y., Zhang, Y., Su, Y., Zhang, X., Tan, K. C. & Jin, Y., 17 Mar 2021, (Online published) In: IEEE Transactions on Cybernetics.

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

    Scopus citations: 2
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  10. Published

    Hyperspectral Endmember Extraction by (μ + λ) Multiobjective Differential Evolution Algorithm Based on Ranking Multiple Mutations

    Tong, L., Du, B., Liu, R., Zhang, L. & Tan, K. C., Mar 2021, In: IEEE Transactions on Geoscience and Remote Sensing. 59, 3, p. 2352-2364 9130923.

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

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  11. Published

    People-Centric Evolutionary System for Dynamic Production Scheduling

    Nguyen, S., Zhang, M., Alahakoon, D. & Tan, K. C., Mar 2021, In: IEEE Transactions on Cybernetics. 51, 3, p. 1403-1416 8825531.

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

    Scopus citations: 3
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  12. Online published

    Temporal Encoding and Multispike Learning Framework for Efficient Recognition of Visual Patterns

    Yu, Q., Song, S., Ma, C., Wei, J., Chen, S. & Tan, K. C., 2 Feb 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

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  13. Published

    Robust Environmental Sound Recognition with Sparse Key-Point Encoding and Efficient Multispike Learning

    Yu, Q., Yao, Y., Wang, L., Tang, H., Dang, J. & Tan, K. C., Feb 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 2, p. 625-638 9044638.

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

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  14. Online published

    Weighted Gate Layer Autoencoders

    El-Fiqi, H., Wang, M., Kasmarik, K., Bezerianos, A., Tan, K. C. & Abbass, H. A., 27 Jan 2021, (Online published) In: IEEE Transactions on Cybernetics.

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

    Scopus citations: 1
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  15. Online published

    Constructing Accurate and Efficient Deep Spiking Neural Networks With Double-Threshold and Augmented Schemes

    Yu, Q., Ma, C., Song, S., Zhang, G., Dang, J. & Tan, K. C., 20 Jan 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

    Scopus citations: 1
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  16. Online published

    Synaptic Learning With Augmented Spikes

    Yu, Q., Song, S., Ma, C., Pan, L. & Tan, K. C., 20 Jan 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

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  17. Online published

    A Multifactorial Optimization Framework Based on Adaptive Intertask Coordinate System

    Tang, Z., Gong, M., Wu, Y., Qin, A. K. & Tan, K. C., 15 Jan 2021, (Online published) In: IEEE Transactions on Cybernetics.

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

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  18. Published

    Evolving Deep Neural Networks via Cooperative Coevolution with Backpropagation

    Gong, M., Liu, J., Qin, A. K., Zhao, K. & Tan, K. C., Jan 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 1, p. 420-434 9046848.

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

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  19. Published

    Multi-label Feature Selection via Global Relevance and Redundancy Optimization

    Zhang, J., Lin, Y., Jiang, M., Li, S., Tang, Y. & Tan, K. C., Jan 2021, Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI-20). Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 2512-2518 (IJCAI International Joint Conference on Artificial Intelligence).

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

    Scopus citations: 5
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  20. Published

    Solving Large-Scale Multi-Objective Optimization via Probabilistic Prediction Model

    Hong, H., Ye, K., Jiang, M. & Tan, K. C., 2021, Evolutionary Multi-Criterion Optimization: 11th International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings. Ishibuchi, H., Zhang, Q., Cheng, R., Li, K., Li, H., Wang, H. & Zhou, A. (eds.). Cham: Springer, p. 605-616 (Lecture Notes in Computer Science; vol. 12654).

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

    Check@CityULib
  21. 2020
  22. Online published

    Paired Offspring Generation for Constrained Large-scale Multiobjective Optimization

    He, C., Cheng, R., Tian, Y., Zhang, X., Tan, K. C. & Jin, Y., 31 Dec 2020, (Online published) In: IEEE Transactions on Evolutionary Computation. 15 p.

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

    Check@CityULib
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