Geoff Webb

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	总计	2020 年至今
引用	29833	17990
h 指数	79	60
i10 指数	257	182

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François PetitjeanAustralian Government在 pm.me 的电子邮件经过验证
Jiangning (John) SongProfessor, Biomedicine Discovery Institute, Monash University在 monash.edu 的电子邮件经过验证
Fuyi LiSAiGENCI, The University of Adelaide在 adelaide.edu.au 的电子邮件经过验证
Tatsuya AkutsuProfessor, Bioinformatics Center, Institute for Chemical Research, Kyoto University在 kuicr.kyoto-u.ac.jp 的电子邮件经过验证
André LeierUniversity of Alabama at Birmingham在 uabmc.edu 的电子邮件经过验证
Charlotte PelletierUniv. Bretagne Sud在 univ-ubs.fr 的电子邮件经过验证
Daniel SchmidtAssociate Professor, Faculty of Information Technology, Monash University在 monash.edu 的电子邮件经过验证
Claude SammutProfessor of Computer Science and Engineering, University of New South Wales在 cse.unsw.edu.au 的电子邮件经过验证
ChangWei TanFaculty of Information Technology, Monash University在 monash.edu 的电子邮件经过验证
Germain ForestierFull Professor of Computer Science, Université de Haute Alsace在 uha.fr 的电子邮件经过验证
Ying YangAustralian Taxation Office在 ato.gov.au 的电子邮件经过验证
Chen LiARC Future Fellow, Lab Head, Monash University在 monash.edu 的电子邮件经过验证
Nayyar ZaidiDeakin University在 deakin.edu.au 的电子邮件经过验证
Yanan WangBurning Rock Biotech Ltd在 brbiotech.com 的电子邮件经过验证
Angus DempsterMonash University在 monash.edu 的电子邮件经过验证
Kai Ming TingNanjing University在 nju.edu.cn 的电子邮件经过验证
Roger DalyDept of Biochemistry and Molecular Biology, Monash University在 monash.edu 的电子邮件经过验证
Christoph BergmeirUniversity of Granada在 monash.edu 的电子邮件经过验证
James WhisstockMonash University, ARC Centre of Excellence in Advanced Molecular Imaging, EMBL Australia在 monash.edu 的电子邮件经过验证
Mahsa SalehiSenior Lecturer, Monash University在 monash.edu 的电子邮件经过验证

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Geoff Webb

其他姓名Geoffrey I. Webb

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

在 monash.edu 的电子邮件经过验证 - 首页

Machine Learning Data Science Pattern Discovery Time Series Classification Concept Drift


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Encyclopedia of machine learning C Sammut, GI Webb Springer Science & Business Media, 2011	2589	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	1383	2020
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	987	2020
Not so naive Bayes: Aggregating one-dependence estimators GI Webb, JR Boughton, Z Wang Machine Learning 58 (1), 5-24, 2005	957	2005
Multiboosting: A technique for combining boosting and wagging GI Webb Machine learning 40, 159-196, 2000	938	2000
Naïve Bayes. GI Webb Encyclopedia of machine learning, 713-714, 2010	801	2010
Encyclopedia of machine learning and data mining C Sammut, GI Webb Springer Publishing Company, Incorporated, 2017	782	2017
Machine learning for user modeling GI Webb, MJ Pazzani, D Billsus User modeling and user-adapted interaction 11, 19-29, 2001	652	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	606	2018
Characterizing Concept Drift GI Webb, R Hyde, H Cao, HL Nguyen, F Petitjean Data Mining and Knowledge Discovery, 2016	585	2016
Temporal convolutional neural network for the classification of satellite image time series C Pelletier, GI Webb, F Petitjean Remote Sensing 11 (5), 523, 2019	578	2019
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	547	2009
A novel selective naïve Bayes algorithm S Chen, GI Webb, L Liu, X Ma Knowledge-Based Systems 192, 105361, 2020	448	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	440	2021
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	377	2020
Lazy learning of Bayesian rules Z Zheng, GI Webb Machine learning 41, 53-84, 2000	375	2000
Discovering significant patterns GI Webb Machine learning 68, 1-33, 2007	374	2007
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	353	2004
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	341	2012
Discretization for naive-Bayes learning: managing discretization bias and variance Y Yang, GI Webb Machine learning 74, 39-74, 2009	332	2009

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