Prof. TAN Kay Chen

Research Output

  1. 2019
  2. Published

    An Evolutionary Constraint-Handling Technique for Parametric Optimization of a Cancer Immunotherapy Model

    Xu, W., Xu, J., He, D. & Tan, K. C., Apr 2019, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 3, 2, p. 151-162 8673711.

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

    Scopus citations: 4
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  3. Published

    Deep infrared pedestrian classification based on automatic image matting

    Liang, Y., Huang, H., Cai, Z., Hao, Z. & Tan, K. C., Apr 2019, In: Applied Soft Computing Journal. 77, p. 484-496

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

    Scopus citations: 10
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  4. Published

    A Cost-Sensitive Deep Belief Network for Imbalanced Classification

    Zhang, C., Tan, K. C., Li, H. & Hong, G. S., Jan 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 1, p. 109-122

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

    Scopus citations: 69
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  5. Published

    Evolutionary Computation and Complex Networks

    Liu, J., Abbass, H. A. & Tan, K. C., 2019, Springer Nature Switzerland AG.

    Research output: Scholarly Books, Monographs, Reports and Case Studies (RGC: 11, 13, 14, 48, 49)11_Research book or monograph (Author)peer-review

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  6. Published

    Finding High-Dimensional D-Optimal Designs for Logistic Models via Differential Evolution

    XU, W., WONG, W. K., TAN, K. C. & XU, J., 2019, In: IEEE Access. 7, p. 7133-7146 8598838.

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

    Scopus citations: 8
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  7. Published

    Genetic Programming for Job Shop Scheduling

    Nguyen, S., Zhang, M., Johnston, M. & Tan, K. C., 2019, Evolutionary and Swarm Intelligence Algorithms. Bansal, J. C., Singh, P. K. & Pal, N. R. (eds.). Springer, Cham, p. 143-167 (Studies in Computational Intelligence; vol. 779).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)12_Chapter in an edited book (Author)peer-review

    Scopus citations: 8
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  8. 2018
  9. Published

    Corrections to "Cognitive Navigation by Neuro-Inspired Localization, Mapping, and Episodic Memory"

    Tang, H., Yan, R. & Tan, K. C., Dec 2018, In: IEEE Transactions on Cognitive and Developmental Systems. 10, 4, p. 1165 8567857.

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

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  10. Published

    Sparse Temporal Encoding of Visual Features for Robust Object Recognition by Spiking Neurons

    Zheng, Y., Li, S., Yan, R., Tang, H. & Tan, K. C., Dec 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 12, p. 5823-5833

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

    Scopus citations: 17
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  11. Published

    A Spiking Neural Network Framework for Robust Sound Classification

    Wu, J., Chua, Y., Zhang, M., Li, H. & Tan, K. C., Nov 2018, In: Frontiers in Neuroscience. 12, 836.

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

    Scopus citations: 30
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  12. Published

    Visualizing the Evolution of Computer Programs for Genetic Programming

    Nguyen, S., Zhang, M., Alahakoon, D. & Tan, K. C., Nov 2018, In: IEEE Computational Intelligence Magazine. 13, 4, p. 77-94 8492385.

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

    Scopus citations: 7
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  13. Published

    Real-Time Path-Generation and Path-Following Using an Interoperable Multi-Agent Framework

    Arokiasami, W. A., Vadakkepat, P., Tan, K. C. & Srinivasan, D., Oct 2018, In: Unmanned Systems. 6, 4, p. 231-250

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

    Scopus citations: 1
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  14. Published

    Cognitive Navigation by Neuro-Inspired Localization, Mapping and Episodic Memory

    Tang, H., Yan, R. & Tan, K. C., Sep 2018, In: IEEE Transactions on Cognitive and Developmental Systems. 10, 3, p. 751-761

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

    Scopus citations: 16
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  15. Published

    Spatio-spectral Representation Learning for Electroencephalographic Gait-Pattern Classification

    Goh, S. K., Abbass, H. A., Tan, K. C., Al-Mamun, A., Thakor, N., Bezerianos, A. & Li, J., Sep 2018, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 26, 9, p. 1858-1867

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

    Scopus citations: 22
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  16. Published

    Adaptive Charting Genetic Programming for Dynamic Flexible Job Shop Scheduling

    Nguyen, S., Zhang, M. & Tan, K. C., Jul 2018, GECCO '18 - Proceedings of the Genetic and Evolutionary Computation Conference. Aguirre, H. (ed.). Association for Computing Machinery, Inc, p. 1159-1166

    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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  17. Published

    Adjust weight vectors in MOEA/D for bi-objective optimization problems with discontinuous Pareto fronts

    Zhang, C., Tan, K. C., Lee, L. H. & Gao, L., Jun 2018, In: Soft Computing. 22, 12, p. 3997-4012

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

    Scopus citations: 13
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  18. Published

    A Novel Time Series-Histogram of Features (TS-HoF) Method for Prognostic Applications

    Lim, P., Goh, C. K. & Tan, K. C., Jun 2018, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 2, 3, p. 204-213

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

    Scopus citations: 8
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  19. Published

    A New Differential Evolution Algorithm for Minimax Optimization in Robust Design

    Qiu, X., Xu, J., Xu, Y. & Tan, K. C., May 2018, In: IEEE Transactions on Cybernetics. 48, 5, p. 1355-1368

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

    Scopus citations: 38
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  20. Published

    Special Issue of BICS 2016

    Liu, C., Hussain, A., Luo, B., Tan, K. C., Zeng, Y. & Zhang, Z., Apr 2018, In: Cognitive Computation. 10, 2, p. 282-283

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)Editorial Preface

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  21. Published

    A Generic Deep-Learning-Based Approach for Automated Surface Inspection

    Ren, R., Hung, T. & Tan, K. C., Mar 2018, In: IEEE Transactions on Cybernetics. 48, 3, p. 929-940 7864335.

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

    Scopus citations: 177
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  22. Published

    Solving dynamic multi-objective optimization problems via support vector machine

    JIANG, M., HU, W., QIU, L., SHI, M. & TAN, K. C., Mar 2018, Proceedings of 2018 Tenth International Conference on Advanced Computational Intelligence (ICACI). IEEE, p. 819-824

    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: 10
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