Prof. TAN Kay Chen

Research Output

  1. 2017
  2. 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: 115
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  3. Published

    A spike-timing based integrated model for pattern recognition

    Yu, Q., Tang, H., Hu, J. & Tan, K. C., May 2017, Neuromorphic Cognitive Systems. Springer Science and Business Media Deutschland GmbH, Vol. 126. p. 43-63 (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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  4. Published

    A Spiking Neural Network System for Robust Sequence Recognition

    Yu, Q., Tang, H., Hu, J. & Tan, K. C., May 2017, Neuromorphic Cognitive Systems: A Learning and Memory Centered Approach. Springer, p. 89-113 (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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  5. Published

    Introduction

    Yu, Q., Tang, H., Hu, J. & Tan, K. C., May 2017, In: Intelligent Systems Reference Library. 126, p. 1-17

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

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  6. Published

    Neuromorphic Cognitive Systems: A Learning and Memory Centered Approach

    Yu, Q., Tang, H., Hu, J. & Tan, K. C., May 2017, Springer, Cham. (Intelligent Systems Reference Library; vol. 126)

    Research output: Scholarly Books, Monographs, Reports and Case Studies (RGC: 11, 13, 14, 48, 49)11_Research book or monograph (Author)peer-review

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  7. Published

    Precise-spike-driven synaptic plasticity for hetero association of spatiotemporal spike patterns

    Yu, Q., Tang, H., Hu, J. & Tan, K. C., May 2017, Neuromorphic Cognitive Systems. Springer Science and Business Media Deutschland GmbH, Vol. 126. p. 65-87 (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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  8. Published

    Rapid feedforward computation by temporal encoding and learning with spiking neurons

    Yu, Q., Tang, H., Hu, J. & Tan, K. C., May 2017, Neuromorphic Cognitive Systems. Springer Science and Business Media Deutschland GmbH, Vol. 126. p. 19-41 (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: 3
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  9. Published

    Temporal learning in multilayer spiking neural networks through construction of causal connections

    Yu, Q., Tang, H., Hu, J. & Tan, K. C., May 2017, Neuromorphic Cognitive Systems. Springer Science and Business Media Deutschland GmbH, Vol. 126. p. 115-129 (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: 2
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  10. 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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  11. Published

    Automatic Microstructure Defect Detection of Ti-6Al-4V Titanium Alloy by Regions-Based Graph

    Ren, R., Hung, T. & Tan, K. C., Apr 2017, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 1, 2, p. 87-96

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

    Scopus citations: 6
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  12. 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: 38
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  13. 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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  14. 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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  15. 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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  16. 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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  17. 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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  18. 2016
  19. 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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  20. 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: 100
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  21. 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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  22. 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

    Check@CityULib
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