Prof. TAN Kay Chen

Research Output

  1. 2014
  2. Diversity Preservation with Hybrid Recombination for Evolutionary Multiobjective Optimization

    Gee, S. B. & Tan, K. C., Jul 2014, Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014. Institute of Electrical and Electronics Engineers Inc., p. 1172-1178 6900617

    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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  3. Solving vehicle routing problem with stochastic demand using multi-objective evolutionary algorithm

    Jiang, J., Gee, S. B., Arokiasami, W. A. & Tan, K. C., 2 Apr 2014, Proceedings - 2014 International Conference on Soft Computing and Machine Intelligence, ISCMI 2014. Institute of Electrical and Electronics Engineers Inc., p. 121-125 7079367

    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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  4. Automatic Design of Scheduling Policies for Dynamic Multi-objective Job Shop Scheduling via Cooperative Coevolution Genetic Programming

    Nguyen, S., Zhang, M., Johnston, M. & Tan, K. C., Apr 2014, In: IEEE Transactions on Evolutionary Computation. 18, 2, p. 193-208 6468087.

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

    Scopus citations: 139
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  5. A novel hybrid multi-objective optimization framework: Rotating the objective space

    Qiu, X., Huang, Y., Xu, J. & Tan, K. C., 2014, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8886, p. 192-203

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

    Scopus citations: 1
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  6. Artifact removal from EEG using a multi-objective independent component analysis model

    Goh, S. K., Abbass, H. A., Tan, K. C. & Al Mamun, A., 2014, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8834, p. 570-577

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

    Scopus citations: 15
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  7. Genetic Programming for Evolving Due-Date Assignment Models in Job Shop Environments

    Nguyen, S., Zhang, M., Johnston, M. & Tan, K. C., 2014, In: Evolutionary Computation. 22, 1, p. 105-138

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

    Scopus citations: 20
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  8. Selection schemes in surrogate-assisted genetic programming for job shop scheduling

    Nguyen, S., Zhang, M., Johnston, M. & Tan, K. C., 2014, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8886, p. 656-667

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

    Scopus citations: 10
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  9. 2013
  10. An Energy-Based Sampling Technique for Multi-Objective Restricted Boltzmann Machine

    Shim, V. A., Tan, K. C. & Cheong, C. Y., Dec 2013, In: IEEE Transactions on Evolutionary Computation. 17, 6, p. 767-785

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

    Scopus citations: 7
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  11. Precise-Spike-Driven synaptic plasticity: Learning hetero-association of spatiotemporal spike patterns

    Yu, Q., Tang, H., Tan, K. C. & Li, H., 5 Nov 2013, In: PLoS ONE. 8, 11, e78318.

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

    Scopus citations: 104
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  12. Enhancing the scalability of multi-objective optimization via restricted Boltzmann machine-based estimation of distribution algorithm

    Shim, V. A., Tan, K. C., Cheong, C. Y. & Chia, J. Y., 1 Nov 2013, In: Information Sciences. 248, p. 191-213

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

    Scopus citations: 18
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  13. A hippocampus CA3 spiking neural network model for storage and retrieval of sequential memory

    Tan, C. H., Tang, H., Tan, K. C. & Yuan, M., Nov 2013, Proceedings of the 2013 IEEE Conference on Cybernetics and Intelligent Systems (CIS) . IEEE, p. 134-139 6751592

    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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  14. Auld lang syne

    Tan, K. C., Nov 2013, In: IEEE Computational Intelligence Magazine. 8, 4, p. 2-9 2278939.

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

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  15. A computational study of representations in genetic programming to evolve dispatching rules for the job shop scheduling problem

    Nguyen, S., Zhang, M., Johnston, M. & Tan, K. C., Oct 2013, In: IEEE Transactions on Evolutionary Computation. 17, 5, p. 621-639 6353198.

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

    Scopus citations: 119
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  16. A novel diversity maintenance scheme for evolutionary multi-objective optimization

    Gee, S. B., Qiu, X. & Tan, K. C., Oct 2013, Intelligent Data Engineering and Automated Learning – IDEAL 2013. Yin, H., Tang, K., Gao, Y., Klawonn, F., Lee, M., Weise, T., Li, B. & Yao, X. (eds.). Springer Berlin Heidelberg, p. 270-277 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8206 LNCS).

    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: 7
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  17. Machine learning enhanced multi-objective evolutionary algorithm based on decomposition

    Liau, Y. S., Tan, K. C., Hu, J., Qiu, X. & Gee, S. B., Oct 2013, Intelligent Data Engineering and Automated Learning – IDEAL 2013: 14th International Conference, IDEAL 2013, Hefei, China, October 20-23, 2013. Proceedings. Yin, H., Tang, K., Gao, Y., Klawonn, F., Lee, M., Weise, T., Li, B. & Yao, X. (eds.). Springer Berlin Heidelberg, p. 553-560 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8206 LNCS).

    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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  18. Multimodal Optimization Using a Biobjective Differential Evolution Algorithm Enhanced with Mean Distance-Based Selection

    Basak, A., Das, S. & Tan, K. C., Oct 2013, In: IEEE Transactions on Evolutionary Computation. 17, 5, p. 666-685 6374243.

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

    Scopus citations: 86
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  19. Rapid Feedforward Computation by Temporal Encoding and Learning With Spiking Neurons

    Yu, Q., Tang, H., Tan, K. C. & Li, H., Oct 2013, In: IEEE Transactions on Neural Networks and Learning Systems. 24, 10, p. 1539-1552 5962385.

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

    Scopus citations: 101
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  20. Spiking-timing based pattern recognition with real-world visual stimuli

    Hu, J., Tang, H. & Tan, K. C., Sep 2013, Proceedings of the 2013 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain, CCMB 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. IEEE Computer Society, p. 23-28 6609161

    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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  21. A hierarchical organized memory model using spiking neurons

    Hu, J., Tang, H. & Tan, K. C., Aug 2013, 2013 International Joint Conference on Neural Networks (IJCNN). IEEE, 6706891

    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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  22. CIM Editorial Board

    Tan, K. C., Aug 2013, In: IEEE Computational Intelligence Magazine. 8, 3, p. 2-2 6557083.

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

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