Prof. TAN Kay Chen

Research Output

  1. 2017
  2. 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: 36
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  3. 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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  4. 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: 32
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  5. Published

    A hierarchically organized memory model with temporal population coding

    Yu, Q., Tang, H., Hu, J. & Tan, K. C., 2017, Neuromorphic Cognitive Systems. Springer Science and Business Media Deutschland GmbH, Vol. 126. p. 131-152 (Intelligent Systems Reference Library; vol. 126).

    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: 1
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  6. Accepted/In press/Filed

    EEG Artifact Removal Methodologies Based on Detection of Influential Independent Components

    Goh, S. K., Abbass, H., TAN, K. C., Al-Mamun, A., Wang, C. & Guan, C., 2017, (Accepted/In press/Filed) In: IEEE Transactions on Emerging Topics in Computational Intelligence.

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

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  7. Published

    Spiking neuron based cognitive memory model

    Yu, Q., Tang, H., Hu, J. & Tan, K. C., 2017, Neuromorphic Cognitive Systems. Springer Science and Business Media Deutschland GmbH, Vol. 126. p. 153-172 (Intelligent Systems Reference Library; vol. 126).

    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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  8. 2016
  9. 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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  10. 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: 85
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  11. 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: 3
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  12. 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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  13. 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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  14. 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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  15. 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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  16. 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: 32
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  17. 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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  18. 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: 15
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  19. ON PROGNOSTICS AND ENGINEERING APPLICATIONS USING EVOLUTIONARY MULTI-OBJECTIVE OPTIMIZATION

    TAN, K. C., Aug 2016, Uncertainty Modelling in Knowledge Engineering and Decision Making: Proceedings of the 12th International FLINS Conference. Zeng, X., Lu, J., Kerre, E. E., Martinez, L. & Koehl, L. (eds.). World Scientific , p. 8 (World Scientific Proceedings Series on Computer Engineering and Information Science; vol. 10).

    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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  20. Deep inverse regression with modified document probability for text classification

    Ren, R., Ma, L. & Tan, K. C., Jul 2016, Proceedings of the International Joint Conference on Neural Networks. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 1654-1659 7727396

    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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  21. Maximising total weighted number of activities for reservation with slack

    Nguyen, S., Zhang, M. & Tan, K. C., Jul 2016, 2016 IEEE Congress on Evolutionary Computation, CEC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3370-3377 7744216

    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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  22. Training cost-sensitive Deep Belief Networks on imbalance data problems

    Zhang, C., Tan, K. C. & Ren, R., Jul 2016, Proceedings of the International Joint Conference on Neural Networks. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 4362-4367 7727769

    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: 22
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