Prof. TAN Kay Chen

Research Output

  1. 2019
  2. QoS-Aware Web Service Selection with Internal Complementarity

    Liang, X., Qin, A. K., Tang, K. & Tan, K. C., Mar 2019, In: IEEE Transactions on Services Computing. 12, 2, p. 276-289

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

    Scopus citations: 8
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  3. 2017
  4. Solving Multiobjective Optimization Problems in Unknown Dynamic Environments: An Inverse Modeling Approach

    Gee, S. B., Tan, K. C. & Alippi, C., Dec 2017, In: IEEE Transactions on Cybernetics. 47, 12, p. 4223-4234 7564454.

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

    Scopus citations: 33
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  5. Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics

    Zhang, C., Lim, P., Qin, A. K. & Tan, K. C., Oct 2017, In: IEEE Transactions on Neural Networks and Learning Systems. 28, 10, p. 2306-2318 7508982.

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

    Scopus citations: 277
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  6. Evolutionary Cluster-Based Synthetic Oversampling Ensemble (ECO-Ensemble) for Imbalance Learning

    Lim, P., Goh, C. K. & Tan, K. C., Sep 2017, In: IEEE Transactions on Cybernetics. 47, 9, p. 2850-2861 7496962.

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

    Scopus citations: 61
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  7. Surrogate-Assisted Genetic Programming with Simplified Models for Automated Design of Dispatching Rules

    Nguyen, S., Zhang, M. & Tan, K. C., Sep 2017, In: IEEE Transactions on Cybernetics. 47, 9, p. 2951-2965 7473913.

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

    Scopus citations: 39
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  8. Multiobjective Multifactorial Optimization in Evolutionary Multitasking

    Gupta, A., Ong, Y., Feng, L. & Tan, K. C., Jul 2017, In: IEEE Transactions on Cybernetics. 47, 7, p. 1652-1665 7464295.

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

    Scopus citations: 109
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  9. Multiple Exponential Recombination for Differential Evolution

    Qiu, X., Tan, K. C. & Xu, J., 1 Apr 2017, In: IEEE Transactions on Cybernetics. 47, 4, p. 995-1006 7434010.

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

    Scopus citations: 49
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  10. A Benchmark Test Suite for Dynamic Evolutionary Multiobjective Optimization

    Gee, S. B., Tan, K. C. & Abbass, H. A., 1 Feb 2017, In: IEEE Transactions on Cybernetics. 47, 2, p. 461-472 7407653.

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

    Scopus citations: 37
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  11. Conference report on 2016 IEEE world congress on computational intelligence (IEEE WCCI 2016) [Conference Reports]

    Tan, K. C. & Yen, G. G., Feb 2017, 4 p.

    Research output: Other Outputs (RGC: 64A)64A_Other outputspeer-review

    Scopus citations: 1
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  12. Multimodal degradation prognostics based on switching kalman filter ensemble

    Lim, P., Goh, C. K., Tan, K. C. & Dutta, P., 1 Jan 2017, In: IEEE Transactions on Neural Networks and Learning Systems. 28, 1, p. 136-148 7358146.

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

    Scopus citations: 33
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  13. 2016
  14. Feed Optimization for Fluidized Catalytic Cracking using a Multi-Objective Evolutionary Algorithm

    Tan, K. C., Phang, K. P. & Yang, Y. J., 22 Dec 2016, MULTI-OBJECTIVE OPTIMIZATION: Techniques and Applications in Chemical Engineering (Second Edition). Rangaiah, G. P. (ed.). World Scientific Publishing Co. Pte. Ltd., p. 291-313 (Advances in Process Systems Engineering; vol. 5).

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

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  15. Evolutionary Dynamic Multiobjective Optimization Via Kalman Filter Prediction

    Muruganantham, A., Tan, K. C. & Vadakkepat, P., 1 Dec 2016, In: IEEE Transactions on Cybernetics. 46, 12, p. 2862-2873 7368164.

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

    Scopus citations: 94
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  16. A novel grid-based differential evolution (DE) algorithm for many-objective optimization

    Chong, J. K. & Tan, K. C., 14 Nov 2016, 2016 IEEE Congress on Evolutionary Computation, CEC 2016. Institute of Electrical and Electronics Engineers Inc., p. 2776-2783 7744139

    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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  17. Enhancing Exploration in Differential Evolution via Exponential Recombination

    Qiu, X., Xu, J. & Tan, K. C., 14 Nov 2016, 2016 IEEE Congress on Evolutionary Computation, CEC 2016. Institute of Electrical and Electronics Engineers Inc., p. 4076-4081 7744307

    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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  18. Optimization of workload level estimation using selection of EEG channel connectivity

    Ardian, K., Taya, F., Sun, Y., Bezerianos, A. & Chen, T. K., 14 Nov 2016, 2016 IEEE Congress on Evolutionary Computation, CEC 2016. Institute of Electrical and Electronics Engineers Inc., p. 1985-1990 7744031. (2016 IEEE Congress on Evolutionary Computation, CEC 2016).

    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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  19. Vector directed path generation and tracking for autonomous unmanned aerial/ ground vehicles

    Arokiasami, W. A., Vadakkepat, P., Tan, K. C. & Srinivasan, D., 14 Nov 2016, 2016 IEEE Congress on Evolutionary Computation, CEC 2016. Institute of Electrical and Electronics Engineers Inc., p. 1375-1381 7743949

    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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  20. Preface

    Liu, C., Hussain, A., Luo, B., Tan, K. C., Zeng, Y. & Zhang, Z., Nov 2016, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10023 LNAI

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

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  21. A time window neural network based framework for Remaining Useful Life estimation

    Lim, P., Goh, C. K. & Tan, K. C., 31 Oct 2016, Proceedings of the International Joint Conference on Neural Networks. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 1746-1753 7727410

    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: 33
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  22. Multiway analysis of EEG artifacts based on Block Term Decomposition

    Goh, S. K., Abbass, H. A., Tan, K. C., Al-Mamun, A., Guan, C. & Wang, C. C., 31 Oct 2016, Proceedings of the International Joint Conference on Neural Networks. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 913-920 7727296

    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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  23. Decomposition-based multi-objective evolutionary algorithm for vehicle routing problem with stochastic demands

    Gee, S. B., Arokiasami, W. A., Jiang, J. & Tan, K. C., 1 Sep 2016, In: Soft Computing. 20, 9, p. 3443-3453

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

    Scopus citations: 19
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