Prof. TAN Kay Chen

Research Output

  1. 2020
  2. 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: 40
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  3. Online 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., 15 Dec 2020, (Online published) In: IEEE Transactions on Evolutionary Computation.

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

    Scopus citations: 1
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  4. 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: 9
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  5. 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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  6. 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: 5
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  7. 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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  8. 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

    Check@CityULib
  9. 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: 1
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  10. 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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  11. 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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  12. 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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  13. Online published

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

    Huang, Z., Zhu, Z., Yau, C. H. & Tan, K. C., 21 Jul 2020, (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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  14. 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: 3
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  15. 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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  16. 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

    Check@CityULib
  17. 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

    Check@CityULib
  18. 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: 3
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  19. 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: 10
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  20. 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: 4
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  21. 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

    Check@CityULib
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