Prof. TAN Kay Chen

Research Output

  1. 2020
  2. Online published

    A Fuzzy Decomposition-Based Multi/Many-Objective Evolutionary Algorithm

    Liu, S., Lin, Q., Tan, K. C., Gong, M. & Coello Coello, C. A., 4 Aug 2020, (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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  3. Published

    A Subregion Division-Based Evolutionary Algorithm with Effective Mating Selection for Many-Objective Optimization

    Pan, L., Li, L., He, C. & Tan, K. C., Aug 2020, In: IEEE Transactions on Cybernetics. 50, 8, p. 3477-3490 8688462.

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

    Scopus citations: 16
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  4. Published

    Improving Deep Learning based Optical Character Recognition via Neural Architecture Search

    Zhao, Z., Jiang, M., Guo, S., Wang, Z., Chao, F. & Tan, K. C., Jul 2020, 2020 IEEE Congress on Evolutionary Computation (CEC): 2020 CONFERENCE PROCEEDINGS. Institute of Electrical and Electronics Engineers, 9185798. (IEEE Congress on Evolutionary Computation, CEC - Conference Proceedings).

    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: 6
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  5. Published

    Large-Scale Optimization via Evolutionary Multitasking assisted Random Embedding

    Feng, Y., Feng, L., Hou, Y. & Tan, K. C., Jul 2020, 2020 IEEE Congress on Evolutionary Computation (CEC): 2020 Conference Proceedings. Institute of Electrical and Electronics Engineers, 8 p. 9185660. (IEEE Congress on Evolutionary Computation, CEC - Conference Proceedings).

    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: 1
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  6. Published

    Multi-Task Learning for Efficient Diagnosis of ASD and ADHD using Resting-State fMRI Data

    Huang, Z., Liu, R. & Tan, K. C., Jul 2020, 2020 International Joint Conference on Neural Networks (IJCNN) - 2020 Conference Proceedings. IEEE, 9206852. (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)peer-review

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  7. Published

    Surrogate Assisted Evolutionary Algorithm Based on Transfer Learning for Dynamic Expensive Multi-Objective Optimisation Problems

    Fan, X., Li, K. & Tan, K. C., Jul 2020, 2020 IEEE Congress on Evolutionary Computation (CEC): 2020 CONFERENCE PROCEEDINGS. Institute of Electrical and Electronics Engineers, 9185522. (IEEE Congress on Evolutionary Computation, CEC - Conference Proceedings).

    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: 1
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  8. Published

    Understanding the Automated Parameter Optimization on Transfer Learning for Cross-Project Defect Prediction: An Empirical Study

    Li, K., Xiang, Z., Chen, T., Wang, S. & Tan, K. C., Jun 2020, Proceedings - 2020 ACM/IEEE 42nd International Conference on Software Engineering: ICSE 2020. ACM, p. 566-577 3380360. (Proceedings - International Conference on Software Engineering).

    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: 4
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  9. Published

    Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition

    Wu, J., Yılmaz, E., Zhang, M., Li, H. & Tan, K. C., 17 Mar 2020, In: Frontiers in Neuroscience. 14, 14 p., 199.

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

    Scopus citations: 16
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  10. Published

    Bipartite Differential Neural Network for Unsupervised Image Change Detection

    Liu, J., Gong, M., Qin, A. K. & Tan, K. C., Mar 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 3, p. 876-890 8716679.

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

    Scopus citations: 7
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  11. 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 journalpeer-review

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  12. Published

    Conference Report on 2019 IEEE Congress on Evolutionary Computation (IEEE CEC 2019)

    Zhang, M. & Tan, K. C., Feb 2020, In: IEEE Computational Intelligence Magazine. 15, 1, p. 4-5 8956110.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)Meeting abstract

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  13. Published

    A Unified Entropy-Based Distance Metric for Ordinal-and-Nominal-Attribute Data Clustering

    Zhang, Y., Cheung, Y. & Tan, K. C., Jan 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 1, p. 39-52 8671525.

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

    Scopus citations: 5
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  14. 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 journalpeer-review

    Scopus citations: 6
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  15. 2019
  16. Published

    Evolutionary Dynamic Multi-objective Optimization via Regression Transfer Learning

    WANG, Z., JIANG, M., GAO, X., FENG, L., HU, W. & TAN, K. C., Dec 2019, 2019 IEEE Symposium Series on Computational Intelligence. IEEE, p. 2375-2381 9002942. (IEEE Symposium Series on Computational Intelligence, SSCI).

    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: 4
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  17. 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 journalpeer-review

    Scopus citations: 11
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  18. Published

    Online Bagging for Anytime Transfer Learning

    CHI, G., JIANG, M., GAO, X., HU, W., GUO, S. & TAN, K. C., Dec 2019, 2019 IEEE Symposium Series on Computational Intelligence. IEEE, p. 941-947 9002755. (IEEE Symposium Series on Computational Intelligence, SSCI).

    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: 2
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  19. 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 journalpeer-review

    Scopus citations: 59
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  20. 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 journalpeer-review

    Scopus citations: 8
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  21. 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)peer-review

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  22. 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). Institute of Electrical and Electronics Engineers, 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)peer-review

    Scopus citations: 5
    Check@CityULib
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