基本信息
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Career Trajectory
Bio
Peter Flach has been Professor of Artificial Intelligence at the University of Bristol since 2003. An internationally leading researcher in the areas of mining highly structured data and the evaluation and improvement of machine learning models using ROC analysis, he has also published on the logic and philosophy of machine learning, and on the combination of logic and probability. He is author of Simply Logical: Intelligent Reasoning by Example (John Wiley, 1994) and Machine Learning: the Art and Science of Algorithms that Make Sense of Data (Cambridge University Press, 2012).
Prof Flach is the Editor-in-Chief of the Machine Learning journal, one of the two top journals in the field that has been published for over 25 years by Kluwer and now Springer. He was Programme Co-Chair of the 1999 International Conference on Inductive Logic Programming, the 2001 European Conference on Machine Learning, the 2009 ACM Conference on Knowledge Discovery and Data Mining, and the 2012 European Conference on Machine Learning and Knowledge Discovery in Databases in Bristol.
Research interests
ROC analysis in machine learning
Learning from structured data
Combining logic and probability
Intelligent (non-deductive) reasoning
More info on UoB web site
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Research Interests
Papers共 388 篇Author StatisticsCo-AuthorSimilar Experts
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期刊级别
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合作机构
Data Mining and Knowledge Discovery (2024)
European Conference on Artificial Intelligencepp.1124-1131, (2024)
CoRR (2023)
Machine Learningno. 9 (2023): 3211-3260
CoRR (2023)
Taku Yamagata,Emma L. Tonkin, Benjamin Arana Sanchez,Ian Craddock,Miquel Perello Nieto,Raul Santos-Rodriguez,Weisong Yang,Peter Flach
PerCom Workshopspp.527-533, (2023)
JMIR mhealth and uhealth (2023): e41117-e41117
JMIR perioperative medicine (2023): e36172-e36172
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Author Statistics
#Papers: 391
#Citation: 17166
H-Index: 62
G-Index: 120
Sociability: 6
Diversity: 1
Activity: 2
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