Professor Chris Watkins

  1. 1987
  2. 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)

  3. 1990
  4. Published

    Sequential decision problems and neural networks

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

    Research output: Contribution to conferenceOtherpeer-review

  5. 1992
  6. 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

  7. 1998
  8. Published

    Method of Automatic Verification of Personal Identity

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

    Research output: Patent

  9. 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

  10. 1999
  11. 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

  12. Published

    Kernels from matching operations

    Watkins, C., 1999.

    Research output: Working paper

  13. 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

  14. 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

  15. Published

    Support vector machines for multi-class pattern recognition

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

    Research output: Contribution to conferenceOtherpeer-review

  16. 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

  17. 2000
  18. Published

    Method for Separately Permissioned Communication

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

    Research output: Patent

  19. 2002
  20. 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

  21. 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

  22. 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

  23. 2006
  24. 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

  25. Published

    Planar Languages and Learnability

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

    Research output: Contribution to conferencePaper

  26. 2008
  27. 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

  28. 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

  29. 2009
  30. Published

    The spread of awareness and its impact on epidemic outbreaks

    Funk, S., Gilad, E., Watkins, C. & Jansen, V. A. A., 21 Apr 2009, In: Proceedings of the National Academy of Sciences of the United States of America. 106, 16, p. 6872–6877 6 p.

    Research output: Contribution to journalArticlepeer-review

  31. 2011
  32. Published

    An intuitive graphical visualization technique for the interrogation of transcriptome data

    Bushati, N., Smith, J., Briscoe, J. & Watkins, C., 2011, In: Nucleic Acids Research. 39, 17, p. 7380-7389

    Research output: Contribution to journalArticlepeer-review

  33. Published

    Languages as hyperplanes: grammatical inference with string kernels

    Clark, A., Costa Florêncio, C. & Watkins, C., 1 Mar 2011, In: Machine Learning. 82, 3, p. 351-373

    Research output: Contribution to journalArticlepeer-review

  34. 2013
  35. Published

    Social Technologies for Community Response to Epidemics

    Cole, J. & Watkins, C., Aug 2013, Tackling Antimicrobial Resistance - Identifying Future Research Themes: Proceedings of the Conference Tackling Antimicrobial Resistance, 6 February 2013. London: Royal United Services Institute, p. 65-73 9 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  36. 2015
  37. Published

    On the Feasibility of Using Two Mobile Phones and WLAN Signal to Detect Co-Location of Two Users for Epidemic Prediction

    Nguyen, K., Luo, Z. & Watkins, C., 2015, Progress in Location-Based Services 2014. Gartner, G. & Huang, H. (eds.). Germany: Springer, p. 63-78 16 p. (Lecture Notes in Geoinformation and Cartography).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  38. Published

    Efficient Sampling with Small Populations: a Genetic Algorithm Satisfying Detailed Balance

    Watkins, C. & Buttkewitz, Y., 11 Jul 2015, Gecco Companion '15: Proceedings of the Companion Publication of the 2015 Genetic and Evolutionary Computation Conference. p. 1517-1518 2 p.

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

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