Prof. TAN Kay Chen

Research Output

  1. 2016
  2. How the Brain Formulates Memory: A Spatio-Temporal Model Research Frontier

    Hu, J., Tang, H., Tan, K. C. & Li, H., 1 May 2016, In: IEEE Computational Intelligence Magazine. 11, 2, p. 56-68 7450278.

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

    Scopus citations: 46
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  3. Adaptive Cross-Generation Differential Evolution Operators for Multiobjective Optimization

    Qiu, X., Xu, J., Tan, K. C. & Abbass, H. A., 1 Apr 2016, In: IEEE Transactions on Evolutionary Computation. 20, 2, p. 232-244 7138611.

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

    Scopus citations: 72
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  4. Decompositional independent component analysis using multi-objective optimization

    Goh, S. K., Abbass, H. A., Tan, K. C. & Al-Mamun, A., 1 Apr 2016, In: Soft Computing. 20, 4, p. 1289-1304

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

    Scopus citations: 9
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  5. A Spiking Neural Network System for Robust Sequence Recognition

    Yu, Q., Yan, R., Tang, H., Tan, K. C. & Li, H., Mar 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 3, p. 621-635 7086059.

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

    Scopus citations: 53
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  6. Computational Intelligence for Brain Computer Interface [Guest Editorial]

    Abbass, H., Guan, C. & Tan, K. C., 1 Feb 2016, In: IEEE Computational Intelligence Magazine. 11, 1, 7379085.

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

    Scopus citations: 2
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  7. A Genetic Approach for Real-Time Identification and Control of a Helicopter SYSTEM

    Tan, K. C., Cheong, C. Y. & Peng, Y., 2016, In: International Journal of Computational Intelligence in Control. 8, 1, p. 11-18

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

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  8. 2015
  9. A hybrid evolutionary multiobjective optimization algorithm with adaptive multi-fitness assignment

    Gu, F., Liu, H. & Tan, K. C., 24 Nov 2015, In: Soft Computing. 19, 11, p. 3249-3259

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

    Scopus citations: 9
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  10. Deep Belief Networks Ensemble with Multi-objective Optimization for Failure Diagnosis

    Zhang, C., Sun, J. H. & Tan, K. C., Oct 2015, Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015. Institute of Electrical and Electronics Engineers Inc., p. 32-37 7379151

    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: 26
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  11. Online Diversity Assessment in Evolutionary Multiobjective Optimization: A Geometrical Perspective

    Gee, S. B., Tan, K. C., Shim, V. A. & Pal, N. R., Aug 2015, In: IEEE Transactions on Evolutionary Computation. 19, 4, p. 542-559 6901271.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)62_Review of books or of software (or similar publications/items)peer-review

    Scopus citations: 36
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  12. A Dispatching rule based Genetic Algorithm for Order Acceptance and Scheduling

    Nguyen, S., Zhang, M. & Tan, K. C., Jul 2015, GECCO'15: Proceedings of the 2015 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 433-440

    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: 8
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  13. A New Framework for Self-adapting Control Parameters in Multi-objective Optimization

    Qiu, X., Xu, W., Tan, K. C. & Xu, J., Jul 2015, GECCO'15: Proceedings of the 2015 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 743-750

    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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  14. Enhancing Genetic Programming based Hyper-Heuristics for Dynamic Multi-objective Job Shop Scheduling Problems

    Nguyen, S., Zhang, M. & Tan, K. C., May 2015, 2015 IEEE Congress on Evolutionary Computation (CEC): Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2781-2788 7257234

    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: 12
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  15. Evolutionary Big Optimization (BigOpt) of Signals

    Goh, S. K., Tan, K. C., Al-Mamun, A. & Abbass, H. A., May 2015, 2015 IEEE Congress on Evolutionary Computation (CEC): Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3332-3339 7257307

    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: 27
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  16. Adaptive Memetic Computing for Evolutionary Multiobjective Optimization

    Shim, V. A., Tan, K. C. & Tang, H., Apr 2015, In: IEEE Transactions on Cybernetics. 45, 4, p. 610-621 6848830.

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

    Scopus citations: 49
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  17. Automatic programming via iterated local search for dynamic job shop scheduling

    Nguyen, S., Zhang, M., Johnston, M. & Tan, K. C., Jan 2015, In: IEEE Transactions on Cybernetics. 45, 1, p. 1-14 6807725.

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

    Scopus citations: 57
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  18. 2014
  19. Learning believable game agents using sensor noise and action histogram

    Tan, C. H., Tan, K. C. & Shim, V. A., Dec 2014, In: Memetic Computing. 6, 4, p. 215-232

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

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  20. Estimation of Remaining Useful Life Based on Switching Kalman Filter Neural Network Ensemble

    Lim, P., Goh, C. K., Tan, K. C. & Dutta, P., Sep 2014, PHM 2014: Proceedings of the Annual Conference of the Prognostics and Health Management Society 2014. Prognostics and Health Management Society, p. 2-9

    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: 19
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  21. A brain-inspired spiking neural network model with temporal encoding and learning

    Yu, Q., Tang, H., Tan, K. C. & Yu, H., 22 Aug 2014, In: Neurocomputing. 138, p. 3-13

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

    Scopus citations: 70
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  22. A New Learning Rule for Classification of Spatiotemporal Spike Patterns

    Yu, Q., Tang, H. & Tan, K. C., Jul 2014, Proceedings of the 2014 International Joint Conference on Neural Networks. Institute of Electrical and Electronics Engineers Inc., p. 3853-3858 6889543

    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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  23. A Novel Differential Evolution (DE) Algorithm for Multi-objective Optimization

    Qiu, X., Xu, J. & Tan, K. C., Jul 2014, Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014. Institute of Electrical and Electronics Engineers Inc., p. 2391-2396 6900478

    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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