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Geoff Webb
Geoff Webb
Other namesGeoffrey I. 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
17032011
Multiboosting: A technique for combining boosting and wagging
GI Webb
Machine learning 40 (2), 159-196, 2000
8762000
Not so naive Bayes: Aggregating one-dependence estimators
GI Webb, JR Boughton, Z Wang
Machine Learning 58 (1), 5-24, 2005
8572005
Recommender systems.
P Melville, V Sindhwani, C Sammat, GI Webb
Encyclopedia of machine learning 1, 829-838, 2010
7872010
Machine learning for user modeling
GI Webb, MJ Pazzani, D Billsus
User modeling and user-adapted interaction 11 (1), 19-29, 2001
5892001
Encyclopedia of machine learning and data mining
C Sammut, GI Webb
Springer Publishing Company, Incorporated, 2017
5262017
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
4972009
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
4702020
Characterizing Concept Drift
GI Webb, R Hyde, H Cao, HL Nguyen, F Petitjean
Data Mining and Knowledge Discovery, 2016
3672016
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
3632018
Lazy learning of Bayesian rules
Z Zheng, GI Webb
Machine Learning 41 (1), 53-84, 2000
3522000
Discovering significant patterns
GI Webb
Machine learning 68 (1), 1-33, 2007
3502007
OPUS: An efficient admissible algorithm for unordered search
GI Webb
Journal of Artificial Intelligence Research 3, 431-465, 1995
2981995
Discretization for naive-Bayes learning: managing discretization bias and variance
Y Yang, GI Webb
Machine learning 74 (1), 39-74, 2009
295*2009
Temporal convolutional neural network for the classification of satellite image time series
C Pelletier, GI Webb, F Petitjean
Remote Sensing 11 (5), 523, 2019
2912019
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
2792012
ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels
A Dempster, F Petitjean, GI Webb
Data Mining and Knowledge Discovery 34 (5), 1454-1495, 2020
2752020
Efficient search for association rules
GI Webb
Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge …, 2000
2662000
Naïve Bayes.
GI Webb
Encyclopedia of machine learning, 713-714, 2010
2582010
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
2542014
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