Geoff Webb
Geoff Webb
Professor of Information Technology Research, Monash University
Email verificata su - Home page
Citata da
Citata da
Multiboosting: A technique for combining boosting and wagging
GI Webb
Machine learning 40 (2), 159-196, 2000
Not so naive Bayes: Aggregating one-dependence estimators
GI Webb, JR Boughton, Z Wang
Machine Learning 58 (1), 5-24, 2005
Encyclopedia of machine learning
C Sammut, GI Webb
Springer Science & Business Media, 2011
Machine learning for user modeling
GI Webb, MJ Pazzani, D Billsus
User modeling and user-adapted interaction 11 (1-2), 19-29, 2001
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
Lazy learning of Bayesian rules
Z Zheng, GI Webb
Machine Learning 41 (1), 53-84, 2000
Discovering significant patterns
GI Webb
Machine learning 68 (1), 1-33, 2007
OPUS: An efficient admissible algorithm for unordered search
GI Webb
Journal of Artificial Intelligence Research 3, 431-465, 1995
Efficient search for association rules
GI Webb
Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge …, 2000
Discretization for naive-Bayes learning: managing discretization bias and variance
Y Yang, GI Webb
Machine learning 74 (1), 39-74, 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
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
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
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), 2012
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
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
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
On detecting differences between groups
GI Webb, S Butler, D Newlands
Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003
Further experimental evidence against the utility of Occam's razor
GI Webb
Journal of Artificial Intelligence Research 4, 397-417, 1996
Characterizing Concept Drift
GI Webb, R Hyde, H Cao, HL Nguyen, F Petitjean
Data Mining and Knowledge Discovery, 2016
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