Geoff Webb

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François PetitjeanAustralian GovernmentAdresse e-mail validée de pm.me
Jiangning (John) SongProfessor, Biomedicine Discovery Institute and Data Futures Institute, Monash UniversityAdresse e-mail validée de monash.edu
Tatsuya AkutsuProfessor, Bioinformatics Center, Institute for Chemical Research, Kyoto UniversityAdresse e-mail validée de kuicr.kyoto-u.ac.jp
André LeierUniversity of Alabama at BirminghamAdresse e-mail validée de uabmc.edu
Charlotte PelletierUniv. Bretagne SudAdresse e-mail validée de univ-ubs.fr
Claude SammutProfessor of Computer Science and Engineering, University of New South WalesAdresse e-mail validée de cse.unsw.edu.au
Daniel SchmidtAssociate Professor, Faculty of Information Technology, Monash UniversityAdresse e-mail validée de monash.edu
Ying YangAustralian Taxation OfficeAdresse e-mail validée de ato.gov.au
Germain ForestierFull Professor of Computer Science, Université de Haute AlsaceAdresse e-mail validée de uha.fr
ChangWei TanFaculty of Information Technology, Monash UniversityAdresse e-mail validée de monash.edu
Chen LiMonash UniversityAdresse e-mail validée de monash.edu
Nayyar ZaidiDeakin UniversityAdresse e-mail validée de deakin.edu.au
Yanan WangMonash UniversityAdresse e-mail validée de monash.edu
Kai Ming TingNanjing UniversityAdresse e-mail validée de nju.edu.cn
Roger DalyDept of Biochemistry and Molecular Biology, Monash UniversityAdresse e-mail validée de monash.edu
Angus DempsterMonash UniversityAdresse e-mail validée de monash.edu
James WhisstockMonash University, ARC Centre of Excellence in Advanced Molecular Imaging, EMBL AustraliaAdresse e-mail validée de monash.edu
Christoph BergmeirUniversity of GranadaAdresse e-mail validée de monash.edu
Mahsa SalehiSenior Lecturer, Monash UniversityAdresse e-mail validée de monash.edu
Zhen ChenSchool of the Built Environment, Heriot-Watt UniversityAdresse e-mail validée de hw.ac.uk

Suivre

Geoff Webb

Autres nomsGeoffrey I. Webb

Professor, Department of Data Science and Artificial Intelligence, Monash University

Adresse e-mail validée de monash.edu - Page d'accueil

Machine Learning Data Science Pattern Discovery Time Series Classification Concept Drift


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Encyclopedia of machine learning C Sammut, GI Webb Springer Science & Business Media, 2011	2463	2011
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	1215	2020
Multiboosting: A technique for combining boosting and wagging GI Webb Machine learning 40, 159-196, 2000	929	2000
Not so naive Bayes: Aggregating one-dependence estimators GI Webb, JR Boughton, Z Wang Machine Learning 58 (1), 5-24, 2005	927	2005
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	863	2020
Encyclopedia of machine learning and data mining C Sammut, GI Webb Springer Publishing Company, Incorporated, 2017	747	2017
Naïve Bayes. GI Webb Encyclopedia of machine learning, 713-714, 2010	704	2010
Machine learning for user modeling GI Webb, MJ Pazzani, D Billsus User modeling and user-adapted interaction 11, 19-29, 2001	642	2001
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	575	2018
Characterizing Concept Drift GI Webb, R Hyde, H Cao, HL Nguyen, F Petitjean Data Mining and Knowledge Discovery, 2016	542	2016
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	540	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	529	2019
A novel selective naïve Bayes algorithm S Chen, GI Webb, L Liu, X Ma Knowledge-Based Systems 192, 105361, 2020	410	2020
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	374	2021
Lazy learning of Bayesian rules Z Zheng, GI Webb Machine learning 41, 53-84, 2000	371	2000
Discovering significant patterns GI Webb Machine learning 68, 1-33, 2007	367	2007
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	355	2020
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	338	2012
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	328	2004
Discretization for naive-Bayes learning: managing discretization bias and variance Y Yang, GI Webb Machine learning 74, 39-74, 2009	327	2009

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