Geoff Webb
Geoff Webb
Other namesGeoffrey I. Webb
Professor of Information Technology Research, Monash University
Verified email at - Homepage
Cited by
Cited by
Encyclopedia of machine learning
C Sammut, GI Webb
Springer Science & Business Media, 2011
Multiboosting: A technique for combining boosting and wagging
GI Webb
Machine learning 40 (2), 159, 2000
Not so naive Bayes: Aggregating one-dependence estimators
GI Webb, JR Boughton, Z Wang
Machine Learning 58 (1), 5-24, 2005
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
Machine learning for user modeling
GI Webb, MJ Pazzani, D Billsus
User modeling and user-adapted interaction 11, 19-29, 2001
Encyclopedia of machine learning and data mining
C Sammut, GI Webb
Springer Publishing Company, Incorporated, 2017
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
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
Characterizing Concept Drift
GI Webb, R Hyde, H Cao, HL Nguyen, F Petitjean
Data Mining and Knowledge Discovery, 2016
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
Naïve Bayes.
GI Webb
Encyclopedia of machine learning, 713-714, 2010
Lazy learning of Bayesian rules
Z Zheng, GI Webb
Machine Learning 41, 53-84, 2000
Temporal convolutional neural network for the classification of satellite image time series
C Pelletier, GI Webb, F Petitjean
Remote Sensing 11 (5), 523, 2019
Discovering significant patterns
GI Webb
Machine learning 68, 1-33, 2007
Discretization for naive-Bayes learning: managing discretization bias and variance
Y Yang, GI Webb
Machine learning 74, 39-74, 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
OPUS: An efficient admissible algorithm for unordered search
GI Webb
Journal of Artificial Intelligence Research 3, 431-465, 1995
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
iLearn: an integrated platform and meta-learner for feature engineering, machine-learning analysis and modeling of DNA, RNA and protein sequence data
Z Chen, P Zhao, F Li, TT Marquez-Lago, A Leier, J Revote, Y Zhu, ...
Briefings in bioinformatics 21 (3), 1047-1057, 2020
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
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