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Geoff Webb
Geoff Webb
다른 이름Geoffrey I. Webb
Professor, Department of Data Science and Artificial Intelligence, Monash University
monash.edu의 이메일 확인됨 - 홈페이지
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Encyclopedia of machine learning
C Sammut, GI Webb
Springer Science & Business Media, 2011
25892011
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
13832020
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
9872020
Not so naive Bayes: Aggregating one-dependence estimators
GI Webb, JR Boughton, Z Wang
Machine Learning 58 (1), 5-24, 2005
9572005
Multiboosting: A technique for combining boosting and wagging
GI Webb
Machine learning 40, 159-196, 2000
9382000
Naïve Bayes.
GI Webb
Encyclopedia of machine learning, 713-714, 2010
8012010
Encyclopedia of machine learning and data mining
C Sammut, GI Webb
Springer Publishing Company, Incorporated, 2017
7822017
Machine learning for user modeling
GI Webb, MJ Pazzani, D Billsus
User modeling and user-adapted interaction 11, 19-29, 2001
6522001
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
6062018
Characterizing Concept Drift
GI Webb, R Hyde, H Cao, HL Nguyen, F Petitjean
Data Mining and Knowledge Discovery, 2016
5852016
Temporal convolutional neural network for the classification of satellite image time series
C Pelletier, GI Webb, F Petitjean
Remote Sensing 11 (5), 523, 2019
5782019
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
5472009
A novel selective naïve Bayes algorithm
S Chen, GI Webb, L Liu, X Ma
Knowledge-Based Systems 192, 105361, 2020
4482020
Minirocket: A very fast (almost) deterministic transform for time series classification
A Dempster, DF Schmidt, GI Webb
Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021
4402021
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
3772020
Lazy learning of Bayesian rules
Z Zheng, GI Webb
Machine learning 41, 53-84, 2000
3752000
Discovering significant patterns
GI Webb
Machine learning 68, 1-33, 2007
3742007
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
3532004
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
3412012
Discretization for naive-Bayes learning: managing discretization bias and variance
Y Yang, GI Webb
Machine learning 74, 39-74, 2009
3322009
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