Professor Chris Watkins

  1. Published

    Privacy-Functionality Trade-off: A Privacy-Preserving Multi-Channel Smart Metering System

    Zhang, X., Kuenzel, S., Córdoba-Pachón, J-R. & Watkins, C., 21 Jun 2020, In: Energies. 13, 12, p. 1-30 30 p., 3221.

    Research output: Contribution to journalArticlepeer-review

  2. 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

  3. Published

    Rapid Creation of an Online Discussion Space (r/nipah) During a Serious Disease Outbreak: Observational Study

    Cole, J., Ezziane, S. & Watkins, C., 13 Nov 2019, In: Journal of medical internet research: public health and surveillance. 5, 4, p. 1-8 8 p., e13753.

    Research output: Contribution to journalArticlepeer-review

  4. Published

    Realtime Tracking of Passengers on the London Underground Transport by Matching Smartphone Accelerometer Footprints

    Nguyen, K. A., Wang, Y., Li, G., Luo, Z. & Watkins, C., 26 Sep 2019, In: Sensors. 19, 19, p. 1-26 26 p., 4184.

    Research output: Contribution to journalArticlepeer-review

  5. 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

  6. 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

  7. 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

  8. Published

    Sequential decision problems and neural networks

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

    Research output: Contribution to conferenceOtherpeer-review

  9. 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

  10. 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

  11. Published

    Structuring Time Series Data to Gain Insight into Agent Behaviour

    Al-Baghdadi, N., Wisniewski, W., Lindsay, D., Lindsay, S., Kalnishkan, Y. & Watkins, C., 24 Feb 2020, Proceedings of the 3rd International Workshop on Big Data for Financial News and Data. IEEE, p. 5480-5490 11 p.

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

  12. 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

  13. Published

    Support vector machines for multi-class pattern recognition

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

    Research output: Contribution to conferenceOtherpeer-review

  14. 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

  15. 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

  16. 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

  17. Published

    The EChO science case

    Tinetti, G., Drossart, P., Eccleston, P., Hartogh, P., Isaak, K., Linder, M., Lovis, C., Micela, G., Ollivier, M., Puig, L., Ribas, I., Snellen, I., Swinyard, B., Allard, F., Barstow, J., Cho, J., Coustenis, A., Cockell, C., Correia, A., Decin, L. & 335 others, de Kok, R., Deroo, P., Encrenaz, T., Forget, F., Glasse, A., Griffith, C., Guillot, T., Koskinen, T., Lammer, H., Leconte, J., Maxted, P., Mueller-Wodarg, I., Nelson, R., North, C., Pallé, E., Pagano, I., Piccioni, G., Pinfield, D., Selsis, F., Sozzetti, A., Stixrude, L., Tennyson, J., Turrini, D., Zapatero-Osorio, M., Beaulieu, J. P., Grodent, D., Guedel, M., Luz, D., Nørgaard-Nielsen, H. U., Ray, T., Rickman, H., Selig, A., Swain, M., Banaszkiewicz, M., Barlow, M., Bowles, N., Branduardi-Raymont, G., du Foresto, V. C., Gerard, J. C., Gizon, L., Hornstrup, A., Jarchow, C., Kerschbaum, F., Kovacs, G., Lagage, P. O., Lim, T., Lopez-Morales, M., Malaguti, G., Pace, E., Pascale, E., Vandenbussche, B., Wright, G., Zapata, G. R., Adriani, A., Azzollini, R., Balado, A., Bryson, I., Burston, R., Colomé, J., Crook, M., Di Giorgio, A., Griffin, M., Hoogeveen, R., Ottensamer, R., Irshad, R., Middleton, K., Morgante, G., Pinsard, F., Rataj, M., Reess, J. M., Savini, G., Schrader, J. R., Stamper, R., Winter, B., Abe, L., Abreu, M., Achilleos, N., Ade, P., Adybekian, V., Affer, L., Agnor, C., Agundez, M., Alard, C., Alcala, J., Allende Prieto, C., Alonso Floriano, F. J., Altieri, F., Alvarez Iglesias, C. A., Amado, P., Andersen, A., Aylward, A., Baffa, C., Bakos, G., Ballerini, P., Banaszkiewicz, M., Barber, R. J., Barrado, D., Barton, E. J., Batista, V., Bellucci, G., Belmonte Avilés, J. A., Berry, D., Bézard, B., Biondi, D., Błęcka, M., Boisse, I., Bonfond, B., Bordé, P., Börner, P., Bouy, H., Brown, L., Buchhave, L., Budaj, J., Bulgarelli, A., Burleigh, M., Cabral, A., Capria, M. T., Cassan, A., Cavarroc, C., Cecchi-Pestellini, C., Cerulli, R., Chadney, J., Chamberlain, S., Charnoz, S., Christian Jessen, N., Ciaravella, A., Claret, A., Claudi, R., Coates, A., Cole, R., Collura, A., Cordier, D., Covino, E., Danielski, C., Damasso, M., Deeg, H. J., Delgado-Mena, E., Del Vecchio, C., Demangeon, O., De Sio, A., De Wit, J., Dobrijévic, M., Doel, P., Dominic, C., Dorfi, E., Eales, S., Eiroa, C., Espinoza Contreras, M., Esposito, M., Eymet, V., Fabrizio, N., Fernández, M., Femenía Castella, B., Figueira, P., Filacchione, G., Fletcher, L., Focardi, M., Fossey, S., Fouqué, P., Frith, J., Galand, M., Gambicorti, L., Gaulme, P., García López, R. J., Garcia-Piquer, A., Gear, W., Gerard, J. C., Gesa, L., Giani, E., Gianotti, F., Gillon, M., Giro, E., Giuranna, M., Gomez, H., Gomez-Leal, I., Gonzalez Hernandez, J., González Merino, B., Graczyk, R., Grassi, D., Guardia, J., Guio, P., Gustin, J., Hargrave, P., Haigh, J., Hébrard, E., Heiter, U., Heredero, R. L., Herrero, E., Hersant, F., Heyrovsky, D., Hollis, M., Hubert, B., Hueso, R., Israelian, G., Iro, N., Irwin, P., Jacquemoud, S., Jones, G., Jones, H., Justtanont, K., Kehoe, T., Kerschbaum, F., Kerins, E., Kervella, P., Kipping, D., Koskinen, T., Krupp, N., Lahav, O., Laken, B., Lanza, N., Lellouch, E., Leto, G., Licandro Goldaracena, J., Lithgow-Bertelloni, C., Liu, S. J., Lo Cicero, U., Lodieu, N., Lognonné, P., Lopez-Puertas, M., Lopez-Valverde, M. A., Lundgaard Rasmussen, I., Luntzer, A., Machado, P., MacTavish, C., Maggio, A., Maillard, J. P., Magnes, W., Maldonado, J., Mall, U., Marquette, J. B., Mauskopf, P., Massi, F., Maurin, A. S., Medvedev, A., Michaut, C., Miles-Paez, P., Montalto, M., Montañés Rodríguez, P., Monteiro, M., Montes, D., Morais, H., Morales, J. C., Morales-Calderón, M., Morello, G., Moro Martín, A., Moses, J., Moya Bedon, A., Murgas Alcaino, F., Oliva, E., Orton, G., Palla, F., Pancrazzi, M., Pantin, E., Parmentier, V., Parviainen, H., Peña Ramírez, K. Y., Peralta, J., Perez-Hoyos, S., Petrov, R., Pezzuto, S., Pietrzak, R., Pilat-Lohinger, E., Piskunov, N., Prinja, R., Prisinzano, L., Polichtchouk, I., Poretti, E., Radioti, A., Ramos, A. A., Rank-Lüftinger, T., Read, P., Readorn, K., Rebolo López, R., Rebordão, J., Rengel, M., Rezac, L., Rocchetto, M., Rodler, F., Sánchez Béjar, V. J., Sanchez Lavega, A., Sanromá, E., Santos, N., Sanz Forcada, J., Scandariato, G., Schmider, F. X., Scholz, A., Scuderi, S., Sethenadh, J., Shore, S., Showman, A., Sicardy, B., Sitek, P., Smith, A., Soret, L., Sousa, S., Stiepen, A., Stolarski, M., Strazzulla, G., Tabernero, H. M., Tanga, P., Tecsa, M., Temple, J., Terenzi, L., Tessenyi, M., Testi, L., Thompson, S., Thrastarson, H., Tingley, B. W., Trifoglio, M., Martín Torres, J., Tozzi, A., Turrini, D., Varley, R., Vakili, F., de Val-Borro, M., Valdivieso, M. L., Venot, O., Villaver, E., Vinatier, S., Viti, S., Waldmann, I., Waltham, D., Ward-Thompson, D., Waters, R., Watkins, C., Watson, D., Wawer, P., Wawrzaszk, A., White, G., Widemann, T., Winek, W., Wiśniowski, T., Yelle, R., Yung, Y. & Yurchenko, S. N., 1 Dec 2015, In: Experimental Astronomy. 40, 2-3, p. 329-391 63 p.

    Research output: Contribution to journalArticlepeer-review

  18. 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

  19. Published

    Transatlantic Perspectives on the Use of Data Science in Museums and Heritage

    Platts, H., Howard, D., Dalton, P. & Watkins, C., Jul 2020, UK Research and Innovation.

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

  20. 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

  21. Published

    What is semantic diversity and why does it facilitate visual word recognition?

    Cevoli, B., Watkins, C. & Rastle, K., 14 Jul 2020, In: Behavior Research Methods. p. 1-17 17 p.

    Research output: Contribution to journalArticlepeer-review

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