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Geoff Webb
Geoff Webb
Professor of Information Technology Research, Monash University
Verified email at monash.edu - Homepage
Title
Cited by
Cited by
Year
Encyclopedia of machine learning
C Sammut, GI Webb
Springer Science & Business Media, 2011
15662011
Multiboosting: A technique for combining boosting and wagging
GI Webb
Machine learning 40 (2), 159-196, 2000
8572000
Not so naive Bayes: Aggregating one-dependence estimators
GI Webb, JR Boughton, Z Wang
Machine Learning 58 (1), 5-24, 2005
8352005
Machine learning for user modeling
GI Webb, MJ Pazzani, D Billsus
User modeling and user-adapted interaction 11 (1), 19-29, 2001
5772001
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 (2), 2009
4862009
Encyclopedia of machine learning and data mining
C Sammut, GI Webb
Springer Publishing Company, Incorporated, 2017
4752017
Lazy learning of Bayesian rules
Z Zheng, GI Webb
Machine Learning 41 (1), 53-84, 2000
3452000
Discovering significant patterns
GI Webb
Machine learning 68 (1), 1-33, 2007
3352007
Characterizing Concept Drift
GI Webb, R Hyde, H Cao, HL Nguyen, F Petitjean
Data Mining and Knowledge Discovery, 2016
3282016
Inceptiontime: Finding alexnet for time series classification
H Ismail Fawaz, B Lucas, G Forestier, C Pelletier, DF Schmidt, J Weber, ...
Data Mining and Knowledge Discovery 34 (6), 1936-1962, 2020
3182020
iFeature: a Python package and web server for features extraction and selection from protein and peptide sequences
Z Chen, P Zhao, F Li, A Leier, TT Marquez-Lago, Y Wang, GI Webb, ...
Bioinformatics 34 (14), 2499-2502, 2018
3182018
OPUS: An efficient admissible algorithm for unordered search
GI Webb
Journal of Artificial Intelligence Research 3, 431-465, 1995
2921995
Discretization for naive-Bayes learning: managing discretization bias and variance
Y Yang, GI Webb
Machine learning 74 (1), 39-74, 2009
288*2009
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
2702012
Efficient search for association rules
GI Webb
Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge …, 2000
2652000
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
2462014
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
2462002
Temporal convolutional neural network for the classification of satellite image time series
C Pelletier, GI Webb, F Petitjean
Remote Sensing 11 (5), 523, 2019
2452019
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
2252004
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
215*2014
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Articles 1–20