Chris Watkins 个人学术档案

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	总计	2019 年至今
引用	39350	16326
h 指数	26	20
i10 指数	41	30

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Sebastian FunkProfessor, London School of Hygiene & Tropical Medicine在 lshtm.ac.uk 的电子邮件经过验证
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Chris Watkins

Professor in Computer Science, Royal Holloway

在 rhul.ac.uk 的电子邮件经过验证

Machine Learning Artificial Intelligence Evolutionary Theory


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Q-learning CJCH Watkins, P Dayan Machine learning 8 (3), 279-292, 1992	19468	1992
Learning from delayed rewards CJCH Watkins King's College, Cambridge, 1989	10240	1989
Text classification using string kernels H Lodhi, C Saunders, J Shawe-Taylor, N Cristianini, C Watkins The Journal of Machine Learning Research 2, 419-444, 2002	2058	2002
Multi-class support vector machines J Weston, C Watkins Technical Report CSD-TR-98-04, Department of Computer Science, Royal …, 1998	1981	1998
Support vector machines for multi-class pattern recognition. J Weston, C Watkins Esann 99, 219-224, 1999	1262	1999
The spread of awareness and its impact on epidemic outbreaks S Funk, E Gilad, C Watkins, VAA Jansen Proceedings of the National Academy of Sciences 106 (16), 6872, 2009	1152	2009
Learning and sequential decision making AG Barto, RS Sutton, CJCH Watkins Learning and computational neuroscience, 1989	661	1989
Dynamic alignment kernels C Watkins Advances in neural information processing systems, 39-50, 1999	406	1999
Method for separately permissioned communication JS Denker, CJCH Watkins US Patent 6,064,878, 2000	244	2000
Density estimation using support vector machines J Weston, A Gammerman, MO Stitson, V Vapnik, V Vovk, C Watkins Technical report, Royal Holloway College, Report number CSD-TR-97-23, 1997	224*	1997
Text classification using string kernels H Lodhi, J Shawe-Taylor, N Cristianini, C Watkins Advances in neural information processing systems 13, 2000	210	2000
Health Advice from Internet Discussion Forums: How Bad Is Dangerous? DK Cole, Jennifer, Chris Watkins Journal of medical Internet research 18 (1), 2016	173	2016
Support vector regression with ANOVA decomposition kernels M Stitson, A Gammerman, V Vapnik, V Vovk, C Watkins, J Weston Advances in kernel methods—Support vector learning, 285-292, 1999	170	1999
Universal portfolio selection V Vovk, C Watkins Proceedings of the eleventh annual conference on Computational learning …, 1998	140	1998
Sequential decision problems and neural networks AG Barto, RS Sutton, CJC Watkins Advances in neural information processing systems 2, 1989	128	1989
Reinforcement learning, Encyclopedia of Cognitive Science P Dayan, C Watkins MacMillan Press, UK, 2001	90*	2001
Kernels from matching operations C Watkins Technical report, Department of Computer Science, Royal Holloway, University …, 1999	67	1999
An intuitive graphical visualization technique for the interrogation of transcriptome data N Bushati, J Smith, J Briscoe, C Watkins Nucleic Acids Research 39 (17), 7380-7389, 2011	60	2011
Method of automatic verification of personal identity CJCH Watkins US Patent 5,719,560, 1998	50	1998
Explaining deep learning models with constrained adversarial examples J Moore, N Hammerla, C Watkins PRICAI 2019: Trends in Artificial Intelligence: 16th Pacific Rim …, 2019	45	2019

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