Dr. YUEN Shiu Yin Kelvin (袁紹賢)

Research Output

  1. 2021
  2. Published

    Non-revisiting stochastic search revisited: Results, perspectives, and future directions

    Lou, Y., Yuen, S. Y. & Chen, G., Mar 2021, In: Swarm and Evolutionary Computation. 61, 100828.

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

    Scopus citations: 2
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  3. 2020
  4. Published

    Composing Algorithm Portfolio with Problem Set of Unknown Distribution

    Liu, W., Yuen, S. Y. & Sung, C. W., Dec 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, p. 814-821 9308580. (IEEE Symposium Series on Computational Intelligence, SSCI).

    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
  5. Published

    Black Box Algorithm Selection by Convolutional Neural Network

    He, Y. & Yuen, S. Y., Jul 2020, Machine Learning, Optimization, and Data Science: 6th International Conference, LOD 2020, Siena, Italy, July 19–23, 2020, Revised Selected Papers. Nicosia, G., Ojha, V., La Malfa, E., Sciacca, V., Pardalos, P., Giuffrida, G. & Umeton, R. (eds.). Cham: Springer, Vol. Part II. p. 264-280 (Lecture Notes in Computer Science; vol. 12566).

    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
  6. 2019
  7. Published

    Composing photomosaic images using clustering based evolutionary programming

    He, Y., Zhou, J. & Yuen, S. Y., Sep 2019, In: Multimedia Tools and Applications. 78, 18, p. 25919–25936

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

    Scopus citations: 3
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  8. Published

    Selecting evolutionary algorithms for black box design optimization problems

    Yuen, S. Y., Lou, Y. & Zhang, X., Aug 2019, In: Soft Computing. 23, 15, p. 6511–6531

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

    Scopus citations: 6
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  9. Published

    Hybrid Artificial Bee Colony with Covariance Matrix Adaptation Evolution Strategy for Economic Load Dispatch

    Zhang, X., Lou, Y., Yuen, S. Y., Wu, Z., He, Y. & Zhang, X., Jun 2019, 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings. IEEE, p. 204-209 6 p. 8790221. ( IEEE Congress on Evolutionary Computation, CEC - Proceedings).

    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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  10. Published

    On-line Search History-assisted Restart Strategy for Covariance Matrix Adaptation Evolution Strategy

    Lou, Y., Yuen, S. Y., Chen, G. & Zhang, X., Jun 2019, 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings. IEEE, p. 3142-3149 8 p. 8790368. (IEEE Congress on Evolutionary Computation, CEC - Proceedings).

    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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  11. Published

    Evolving Benchmark Functions for Optimization Algorithms

    Lou, Y., Yuen, S. Y. & Chen, G., 6 Feb 2019, From Parallel to Emergent Computing. Adamatzky, A., Akl, S. G. & Sirakoulis, G. C. (eds.). 1 ed. Boca Raton: CRC Press, p. 239-260 22 p.

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

    Check@CityULib
  12. Published

    A sequential algorithm portfolio approach for black box optimization

    He, Y., Yuen, S. Y., Lou, Y. & Zhang, X., Feb 2019, In: Swarm and Evolutionary Computation. 44, p. 559-570

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

    Scopus citations: 7
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  13. Published

    On constructing alternative benchmark suite for evolutionary algorithms

    Lou, Y. & Yuen, S. Y., Feb 2019, In: Swarm and Evolutionary Computation. 44, p. 287–292 6 p.

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

    Scopus citations: 5
    Check@CityULib
  14. 2018
  15. Published

    Exploratory landscape analysis using algorithm based sampling

    He, Y., Yuen, S. Y. & Lou, Y., 17 Jul 2018, GECCO '18 Proceedings of the Genetic and Evolutionary Computation Conference Companion. Aguirre, H. (ed.). ACM New York, p. 211-212

    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
    Check@CityULib
  16. Published

    Evolving benchmark functions using Kruskal-Wallis test

    Lou, Y., Yuen, S. Y. & Chen, G., 16 Jul 2018, GECCO '18 Proceedings of the Genetic and Evolutionary Computation Conference Companion. Aguirre, H. (ed.). ACM New York, p. 1337-1341

    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
    Check@CityULib
  17. 2017
  18. Published

    A Bayesian Restarting Approach to Algorithm Selection

    He, Y., Yuen, S. Y. & Lou, Y., Nov 2017, Simulated Evolution and Learning. Shi, Y., Tan, K. C., Zhang, M., Tang, K., Li, X., Zhang, Q., Tan, Y., Middendorf, M. & Jin, Y. (eds.). Springer, Cham, p. 397-408 (Lecture Notes in Computer Science; vol. 10593).

    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
  19. Published

    A Sequential Learnable Evolutionary Algorithm with a Novel Knowledge Base Generation Method

    Lou, Y. & Yuen, S. Y., Nov 2017, Simulated Evolution and Learning. Shi, Y., Tan, K. C., Zhang, M., Tang, K., Li, X., Zhang, Q., Tan, Y., Middendorf, M. & Jin, Y. (eds.). Springer, Cham, Vol. 10593. p. 51-61 (Lecture Notes in Computer Science; vol. 10593).

    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
    Check@CityULib
  20. 2016
  21. Published

    Non-revisiting genetic algorithm with adaptive mutation using constant memory

    Lou, Y. & Yuen, S. Y., 1 Sep 2016, In: Memetic Computing. 8, 3, p. 189-210

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

    Scopus citations: 22
    Check@CityULib
  22. Published

    A Novel Saliency Prediction Method Based on Fast Radial Symmetry Transform and Its Generalization

    Liang, J. & Yuen, S. Y., Aug 2016, In: Cognitive Computation. 8, 4, p. 693-702

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

    Scopus citations: 4
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  23. Published

    Which algorithm should i choose: An evolutionary algorithm portfolio approach

    Yuen, S. Y., Chow, C. K., Zhang, X. & Lou, Y., Mar 2016, In: Applied Soft Computing Journal. 40, p. 654-673

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

    Scopus citations: 23
    Check@CityULib
  24. Published

    Sequential Learnable Evolutionary Algorithm: A Research Program

    Yuen, S. Y., Zhang, X. & Lou, Y., Jan 2016, 2015 IEEE International Conference on Systems, Man, and Cybernetics. IEEE, p. 2841-2848 7379627. (IEEE International Conference on Systems, Man and Cybernetics).

    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: 5
    Check@CityULib
  25. 2015
  26. Published

    Non-revisiting Genetic Algorithm with Constant Memory

    Lou, Y. & Yuen, S. Y., Oct 2015, Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015. IEEE, p. 1714-1719

    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
    Check@CityULib
  27. Published

    On composing an algorithm portfolio

    Yuen, S. Y. & Zhang, X., Sep 2015, In: Memetic Computing. 7, 3, p. 203-214

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

    Scopus citations: 22
    Check@CityULib
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