Professor Chris Watkins

  1. 2008
  2. Published

    Selective Breeding Analysed as a Communication Channel: Channel Capacity as a Fundamental Limit on Adaptive Complexity

    Watkins, C., 2008, Symbolic and Numeric Algorithms for Scientific Computing : Proceedings of SYNASC'08. IEEE, p. 514--518 5 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  3. Published

    Some Alternatives to Parikh Matrices Using String Kernels

    Clark, A. & Watkins, C., 2008, In: Fundamenta Informaticae. 84, 3-4, p. 291-303 13 p.

    Research output: Contribution to journalArticlepeer-review

  4. 2006
  5. Published

    Languages as Hyperplanes: grammatical inference with string kernels

    Clark, A., Costa Florêncio, C. & Watkins, C., 2006, Proceedings of ECML. p. 90-101

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  6. Published

    Planar Languages and Learnability

    Clark, A., Costa Florêncio, C., Watkins, C. & Serayet, M., 2006, p. 148-160.

    Research output: Contribution to conferencePaper

  7. 2002
  8. Published

    Reinforcement Learning

    Watkins, C. & Dayan, P., 1 Dec 2002, Encyclopaedia of Cognitive Science. Nadel, L. (ed.). Wiley-Blackwell

    Research output: Chapter in Book/Report/Conference proceedingEntry for encyclopedia/dictionary

  9. Published

    Text classification using string kernels

    Lodhi, H., Saunders, C., Shawe-Taylor, J., Cristianini, N. & Watkins, C., 2002, In: Journal of Machine Learning Research. 2, p. 444 1 p.

    Research output: Contribution to journalArticlepeer-review

  10. Published

    The Channel Capacity of Evolution: Ultimate Limits on the Amount of Information Maintainable in the Genome

    Watkins, C., 2002, Proceedings of the Third International Conference on Bioinformatics of Genome Regulation and Structure. Novisibirsk, Russia, Vol. 2. p. 58--60 3 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  11. 2000
  12. Published

    Method for Separately Permissioned Communication

    Watkins, C. & Denker, J., 2000, IPC No. US Patent, Patent No. 6064878

    Research output: Patent

  13. 1999
  14. Published

    Dynamic alignment kernels

    Watkins, C., 1999, In: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS. p. 39-50 12 p.

    Research output: Contribution to journalArticlepeer-review

  15. Published

    Kernels from matching operations

    Watkins, C., 1999.

    Research output: Working paper

  16. Published

    Safe Portfolio Optimization

    Watkins, C. & Macrae, R., 1999, Proc. IX Int. Symp. of Applied Stochastic Models and Data Analysis: Quantitative Methods in Business and Industry Society.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  17. Published

    Support Vector density estimation

    Weston, J., Gammerman, A., Stitson, M., Vapnik, V., Vovk, V. & Watkins, C., 1999, Advances in Kernel Methods: Support Vector Learning. Scholkopf, B., Burghes, C. J. C. & Smola, A. J. (eds.). Cambridge, MA: MIT Press, p. 293-305 13 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  18. Published

    Support vector machines for multi-class pattern recognition

    Weston, J. & Watkins, C., 1999.

    Research output: Contribution to conferenceOtherpeer-review

  19. Published

    Support Vector regression with ANOVA decomposition kernels

    Stitson, M., Gammerman, A., Vapnik, V., Vovk, V., Watkins, C. & Weston, J., 1999, Advances in Kernel Methods: Support Vector Learning. Scholkopf, B., Burghes, C. J. C. & Smola, A. J. (eds.). Cambridge, MA: MIT Press, p. 285-291 7 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  20. 1998
  21. Published

    Method of Automatic Verification of Personal Identity

    Watkins, C., 1998, IPC No. US Patent, Patent No. 5719560

    Research output: Patent

  22. Published

    Universal portfolio selection

    Vovk, V. & Watkins, C. J. H. C., 1998, Proceedings of the Eleventh Annual Conference on Computational Learning Theory. New York: ACM Press, p. 12-23 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  23. 1992
  24. Published

    Q-learning

    Watkins, C. J. C. H. & Dayan, P., 1992, In: Machine Learning. 8, 3, p. 279-292 14 p.

    Research output: Contribution to journalArticlepeer-review

  25. 1990
  26. Published

    Sequential decision problems and neural networks

    Barto, AG., Sutton, RS. & Watkins, C., 1990, p. 693.

    Research output: Contribution to conferenceOtherpeer-review

  27. 1987
  28. Published

    Combining Cross-Validation and Search

    Watkins, C., 1987, Progress in Machine Learning. Sigma Press, p. 79--87 9 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

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