Prof. TAN Kay Chen

Research Output

  1. 2015
  2. 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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  3. 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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  4. 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: 29
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  5. 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: 52
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  6. 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: 61
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  7. 2014
  8. 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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  9. 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: 20
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  10. 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: 74
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  11. 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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  12. 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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  13. 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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  14. 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: 3
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  15. 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: 149
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  16. 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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  17. 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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  18. 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: 21
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  19. 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: 12
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  20. 2013
  21. 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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  22. 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: 108
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  23. 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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