Peter A. Flach

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PF explains the SPHERE project

Dilbert's definition of Machine Learning

Professor of Artificial Intelligence

Intelligent Systems Laboratory
Department of Computer Science
University of Bristol
The Merchant Venturers Building, Room 3.31
Woodland Road
Bristol BS8 1UB, United Kingdom

Phone: +44-117-95-45162
Fax: +44-117-95-45208
School reception: +44-117-33-15201



News | Join our Centre for Doctoral Training in Interactive Artificial Intelligence | Read my AAAI paper on "Performance Evaluation in Machine Learning: The Good, The Bad, The Ugly and The Way Forward" (slides) | Watch me discuss our SubSift reviewer matching system for Communications of the ACM | Check out my machine learning book | Find out about Background Check as presented at ICDM | Find out about Precision-Recall-Gain curves as presented at NIPS | Read my encyclopedia entry on Classifier Calibration |

Short bio

Peter Flach has been Professor of Artificial Intelligence at the University of Bristol since 2003. An internationally leading scholar in the evaluation and improvement of machine learning models using ROC analysis and calibration, he has also published on mining highly structured data, and on the methodology of data science. His books include 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).

From 2010 until 2020, Prof Flach was 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. He is a founding board member and current President of the European Association for Data Science. He is a Fellow of the Alan Turing Institute for Data Science and Artificial Intelligence.

Research interests

Last changed: 16 July, 2021