Prof. TAN Kay Chen

Research Output

  1. 2021
  2. Online published

    Evolutionary Multi and Many-objective Optimization via Clustering for Environmental Selection

    Liu, S., Zheng, J., Lin, Q. & Tan, K. C., Nov 2021, In: Information Sciences. 578, p. 930-949 20 p.

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

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  3. Online published

    A Variable Importance-Based Differential Evolution for Large-Scale Multiobjective Optimization

    Liu, S., Lin, Q., Tian, Y. & Tan, K. C., 18 Aug 2021, (Online published) In: IEEE Transactions on Cybernetics. 15 p.

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

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  4. Online published

    Evolutionary Large-Scale Multiobjective Optimization: Benchmarks and Algorithms

    Liu, S., Lin, Q., Wong, K., Li, Q. & Tan, K. C., 26 Jul 2021, (Online published) In: IEEE Transactions on Evolutionary Computation. 14 p.

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

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  5. Published

    A Fast Dynamic Evolutionary Multiobjective Algorithm via Manifold Transfer Learning

    Jiang, M., Wang, Z., Qiu, L., Guo, S., Gao, X. & Tan, K. C., Jul 2021, In: IEEE Transactions on Cybernetics. 51, 7, p. 3417-3428

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

    Scopus citations: 2
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  6. Published

    Identifying Autism Spectrum Disorder From Resting-State fMRI Using Deep Belief Network

    Huang, Z., Zhu, Z., Yau, C. H. & Tan, K. C., Jul 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 7, p. 2847-2861 9145868.

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

    Scopus citations: 2
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  7. Published

    A Multi-Population Evolutionary Algorithm for Solving Large-Scale Multi-Modal Multi-Objective Optimization Problems

    Tian, Y., Liu, R., Zhang, X., Ma, H., Tan, K. C. & Jin, Y., Jun 2021, In: IEEE Transactions on Evolutionary Computation. 25, 3, p. 405-418

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

    Scopus citations: 4
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  8. 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: 2
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  9. 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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  10. 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: 5
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  11. 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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  12. Published

    Numerical Spiking Neural P Systems

    Wu, T., Pan, L., Yu, Q. & Tan, K. C., Jun 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 6, p. 2443-2457 9138473.

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

    Scopus citations: 3
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  13. Published

    Paired Offspring Generation for Constrained Large-scale Multiobjective Optimization

    He, C., Cheng, R., Tian, Y., Zhang, X., Tan, K. C. & Jin, Y., Jun 2021, In: IEEE Transactions on Evolutionary Computation. 25, 3, p. 448-462 15 p.

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

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  14. 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: 4
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  15. 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: 8
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  16. Online published

    A Survey on Evolutionary Construction of Deep Neural Networks

    Zhou, X., Qin, A. K., Gong, M. & Tan, K. C., 13 May 2021, (Online published) In: IEEE Transactions on Evolutionary Computation.

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

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  17. 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

    Scopus citations: 3
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  18. 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: 5
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  19. 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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  20. 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: 4
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  21. 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

    Check@CityULib
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