Geoff Webb
Geoff Webb
Professor of Information Technology Research, Monash University
Verified email at monash.edu - Homepage
TitleCited byYear
Multiboosting: A technique for combining boosting and wagging
GI Webb
Machine learning 40 (2), 159-196, 2000
7062000
Not so naive Bayes: Aggregating one-dependence estimators
GI Webb, JR Boughton, Z Wang
Machine Learning 58 (1), 5-24, 2005
6372005
Encyclopedia of machine learning
C Sammut, GI Webb
Springer Science & Business Media, 2011
5412011
Machine learning for user modeling
GI Webb, MJ Pazzani, D Billsus
User modeling and user-adapted interaction 11 (1-2), 19-29, 2001
4872001
Supervised descriptive rule discovery: A unifying survey of contrast set, emerging pattern and subgroup mining
PK Novak, N Lavrač, GI Webb
Journal of Machine Learning Research 10 (Feb), 377-403, 2009
4412009
Lazy learning of Bayesian rules
Z Zheng, GI Webb
Machine Learning 41 (1), 53-84, 2000
3002000
Discovering significant patterns
GI Webb
Machine learning 68 (1), 1-33, 2007
2762007
OPUS: An efficient admissible algorithm for unordered search
GI Webb
Journal of Artificial Intelligence Research 3, 431-465, 1995
2521995
Efficient search for association rules
GI Webb
Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge …, 2000
2392000
Discretization for naive-Bayes learning: managing discretization bias and variance
Y Yang, GI Webb
Machine learning 74 (1), 39-74, 2009
213*2009
A comparative study of discretization methods for naive-Bayes classifiers
Y Yang, GI Webb
Proceedings of the 2002 Pacific Rim Knowledge Acquisition Workshop (PKAW'02 …, 2002
2052002
Further experimental evidence against the utility of Occam's razor
GI Webb
Journal of Artificial Intelligence Research 4, 397-417, 1996
1401996
Accurate in silico identification of species-specific acetylation sites by integrating protein sequence-derived and functional features
Y Liu, M Wang, H Wang, H Tan, Z Zhang, G Webb, J Song
Scientific Reports 4 (Art. No.: 5765), 1-12, 2014
139*2014
On detecting differences between groups
GI Webb, S Butler, D Newlands
Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003
1362003
Dynamic time warping averaging of time series allows faster and more accurate classification
F Petitjean, G Forestier, GI Webb, AE Nicholson, Y Chen, E Keogh
2014 IEEE international conference on data mining, 470-479, 2014
1352014
PROSPER: an integrated feature-based tool for predicting protease substrate cleavage sites
J Song, H Tan, AJ Perry, T Akutsu, GI Webb, JC Whisstock, RN Pike
PloS one 7 (11), e50300, 2012
1332012
Multistrategy ensemble learning: Reducing error by combining ensemble learning techniques
GI Webb, Z Zheng
IEEE Transactions on Knowledge and Data Engineering 16 (8), 980-991, 2004
1302004
Cascleave: towards more accurate prediction of caspase substrate cleavage sites
J Song, H Tan, H Shen, K Mahmood, SE Boyd, GI Webb, T Akutsu, ...
Bioinformatics 26 (6), 752-760, 2010
1282010
K-Optimal Rule Discovery
GI Webb, S Zhang
Data Mining and Knowledge Discovery 10 (1), 39-79, 2005
1252005
KDD'15: Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining
L Cao, C Zhang, T Joachims, GIB Webb, D Margineantu, G Williams
Association for Computing Machinery (ACM), 2015
1222015
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Articles 1–20