Prof. TAN Kay Chen

Research Output

  1. 2021
  2. 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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  3. 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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  4. 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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  5. 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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  6. 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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  7. 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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  8. 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: 6
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  9. 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

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  10. 2020
  11. Online published

    Affine Transformation-Enhanced Multifactorial Optimization for Heterogeneous Problems

    Xue, X., Zhang, K., Tan, K. C., Feng, L., Wang, J., Chen, G., Zhao, X. & 2 others, Zhang, L. & Yao, J., 15 Dec 2020, (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: 65
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  12. Published

    A Mixture-of-Experts Prediction Framework for Evolutionary Dynamic Multiobjective Optimization

    Rambabu, R., Vadakkepat, P., Tan, K. C. & Jiang, M., Dec 2020, In: IEEE Transactions on Cybernetics. 50, 12, p. 5099-5112 8698315.

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

    Scopus citations: 11
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  13. Published

    BiLO-CPDP: Bi-Level Programming for Automated Model Discovery in Cross-Project Defect Prediction

    Li, K., Xiang, Z., Chen, T. & Tan, K. C., Dec 2020, Proceedings - 2020 35th IEEE/ACM International Conference on Automated Software Engineering: ASE 2020. Association for Computing Machinery, p. 573-584 9285660. (Proceedings - IEEE/ACM International Conference on Automated Software Engineering, ASE).

    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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  14. Published

    An adaptive clustering-based evolutionary algorithm for many-objective optimization problems

    Liu, S., Yu, Q., Lin, Q. & Tan, K. C., Oct 2020, In: Information Sciences. 537, p. 261-283

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

    Scopus citations: 7
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  15. Published

    EDNAS: An Efficient Neural Architecture Design based on Distribution Estimation

    Zhao, Z., Zhang, G., Jiang, M., Feng, L. & Tan, K. C., Oct 2020, The 2nd International Conference on Industrial Artificial Intelligence (IAI 2020). IEEE, 9262190. (2nd International Conference on Industrial Artificial Intelligence, IAI 2020).

    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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  16. Published

    Multi-LSTM Networks for Accurate Classification of Attention Deficit Hyperactivity Disorder from Resting-State fMRI Data

    Liu, R., Huang, Z., Jiang, M. & Tan, K. C., Oct 2020, The 2nd International Conference on Industrial Artificial Intelligence (IAI 2020). IEEE, 9262176. (2nd International Conference on Industrial Artificial Intelligence, IAI ).

    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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  17. Published

    Competitive swarm optimizer with mutated agents for finding optimal designs for nonlinear regression models with multiple interacting factors

    Zhang, Z., Wong, W. K. & Tan, K. C., Sep 2020, In: Memetic Computing. 12, 3, p. 219–233 15 p.

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

    Scopus citations: 4
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  18. Online published

    Identification of Autistic Risk Candidate Genes and Toxic Chemicals via Multilabel Learning

    Huang, Z., Zhang, J., Zhu, Z., Wu, E. Q. & Tan, K. C., 25 Aug 2020, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 14 p.

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

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  19. 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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  20. 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: 15
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  21. 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: 4
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  22. 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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