Peter Flach
Peter Flach
Professor of Artificial Intelligence, Department of Computer Science, University of Bristol
Verified email at bristol.ac.uk - Homepage
Title
Cited by
Cited by
Year
Machine learning: the art and science of algorithms that make sense of data
P Flach
Cambridge University Press, 2012
9382012
On graph kernels: Hardness results and efficient alternatives
T Gärtner, P Flach, S Wrobel
Learning theory and kernel machines, 129-143, 2003
9142003
Multi-instance kernels
T Gärtner, PA Flach, A Kowalczyk, AJ Smola
ICML 2 (3), 7, 2002
5872002
Rule evaluation measures: A unifying view
N Lavrač, P Flach, B Zupan
International Conference on Inductive Logic Programming, 174-185, 1999
5341999
Subgroup discovery with CN2-SD
N Lavrač, B Kavšek, P Flach, L Todorovski
Journal of Machine Learning Research 5 (Feb), 153-188, 2004
4612004
Learning decision trees using the area under the ROC curve
C Ferri, P Flach, J Hernández-Orallo
Icml 2, 139-146, 2002
3662002
Propositionalization approaches to relational data mining
S Kramer, N Lavrač, P Flach
Relational data mining, 262-291, 2001
3662001
The geometry of ROC space: understanding machine learning metrics through ROC isometrics
PA Flach
Proceedings of the 20th international conference on machine learning (ICML …, 2003
3202003
Roc ‘n’rule learning—towards a better understanding of covering algorithms
J Fürnkranz, PA Flach
Machine Learning 58 (1), 39-77, 2005
2812005
Abduction and Induction: Essays on their relation and integration
PA Flach, AC Kakas
Kluwer Academic Publishers, 2000
265*2000
Kernels and distances for structured data
T Gärtner, JW Lloyd, PA Flach
Machine Learning 57 (3), 205-232, 2004
1972004
Kernels for structured data
T Gärtner, JW Lloyd, PA Flach
Inductive Logic Programming 2003, 66--83, 2003
196*2003
Confirmation-guided discovery of first-order rules with Tertius
PA Flach, N Lachiche
Machine learning 42 (1-2), 61-95, 2001
1802001
Database dependency discovery: a machine learning approach
PA Flach, I Savnik
AI communications 12 (3), 139-160, 1999
1781999
Bridging e-health and the internet of things: The sphere project
N Zhu, T Diethe, M Camplani, L Tao, A Burrows, N Twomey, D Kaleshi, ...
IEEE Intelligent Systems 30 (4), 39-46, 2015
1752015
A unified view of performance metrics: translating threshold choice into expected classification loss
J Hernández-Orallo, P Flach, C Ferri
The Journal of Machine Learning Research 13 (1), 2813-2869, 2012
1732012
Simply logical intelligent reasoning by example
PA Flach
1721994
A coherent interpretation of AUC as a measure of aggregated classification performance
PA Flach, J Hernández-Orallo, C Ferri
Proceedings of the 28th International Conference on Machine Learning (ICML …, 2011
1652011
Comparative evaluation of approaches to propositionalization
MA Krogel, S Rawles, F Železný, PA Flach, N Lavrač, S Wrobel
International Conference on Inductive Logic Programming, 197-214, 2003
1652003
Naive Bayesian classification of structured data
PA Flach, N Lachiche
Machine Learning 57 (3), 233-269, 2004
1612004
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