Geoff Webb

Cited by

	All	Since 2016
Citations	14315	7421
h-index	58	43
i10-index	174	122

2200

1100

550

1650

199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202146 56 93 59 87 135 204 237 345 332 375 376 456 468 498 683 612 706 786 866 941 1189 1647 2132 637

Public access

View all

68 articles

2 articles

available

not available

Based on funding mandates

Co-authors

Jiangning SongAssociate Professor, Biomedicine Discovery Institute and Data Futures Institute, Monash UniversityVerified email at monash.edu
François PetitjeanAustralian GovernmentVerified email at monash.edu
Tatsuya AkutsuProfessor, Bioinformatics Center, Institute for Chemical Research, Kyoto UniversityVerified email at kuicr.kyoto-u.ac.jp
André LeierUniversity of Alabama at BirminghamVerified email at uabmc.edu
Fuyi LiPeter Doherty Institute for Infection and Immunity, University of MelbourneVerified email at unimelb.edu.au
Kai Ming TingNanjing UniversityVerified email at nju.edu.cn
James WhisstockMonash University, ARC Centre of Excellence in Advanced Molecular Imaging, EMBL AustraliaVerified email at monash.edu
Chen LiAustralian NHMRC CJ Martin Research Fellow, Monash UniversityVerified email at monash.edu
Claude SammutProfessor of Computer Science and Engineering, University of New South WalesVerified email at cse.unsw.edu.au
Charlotte PelletierUniv. Bretagne SudVerified email at univ-ubs.fr
Trevor LithgowMonash UniversityVerified email at monash.edu
Germain ForestierFull Professor of Computer Science, Université de Haute AlsaceVerified email at uha.fr
Robert N PikeLa Trobe UniversityVerified email at latrobe.edu.au
Roger DalyDept of Biochemistry and Molecular Biology, Monash UniversityVerified email at monash.edu
Mark J. CarmanPolitecnico di MilanoVerified email at polimi.it
ChangWei TanFaculty of Information Technology, Monash UniversityVerified email at monash.edu
Jesus CerquidesTenured Researcher, IIIA-CSICVerified email at iiia.csic.es
Eamonn KeoghProfessor of Computer Science, University of California - RiversideVerified email at cs.ucr.edu
Ann E NicholsonProfessor, Monash UniversityVerified email at monash.edu
Gholamreza (Reza) HaffariAssociate Professor, Faculty of Information Technology, Monash UniversityVerified email at monash.edu

Geoff Webb

Professor of Information Technology Research, Monash University

Verified email at monash.edu - Homepage

Machine Learning Data Science Pattern Discovery Time Series Classification Concept Drift


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Encyclopedia of machine learning C Sammut, GI Webb Springer Science & Business Media, 2011	969	2011
Multiboosting: A technique for combining boosting and wagging GI Webb Machine learning 40 (2), 159-196, 2000	804	2000
Not so naive Bayes: Aggregating one-dependence estimators GI Webb, JR Boughton, Z Wang Machine Learning 58 (1), 5-24, 2005	761	2005
Machine learning for user modeling GI Webb, MJ Pazzani, D Billsus User modeling and user-adapted interaction 11 (1), 19-29, 2001	543	2001
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	445	2009
Lazy learning of Bayesian rules Z Zheng, GI Webb Machine Learning 41 (1), 53-84, 2000	341	2000
Discovering significant patterns GI Webb Machine learning 68 (1), 1-33, 2007	319	2007
Encyclopedia of machine learning and data mining C Sammut, GI Webb Springer, 2017	285	2017
OPUS: An efficient admissible algorithm for unordered search GI Webb Journal of Artificial Intelligence Research 3, 431-465, 1995	277	1995
Discretization for naive-Bayes learning: managing discretization bias and variance Y Yang, GI Webb Machine learning 74 (1), 39-74, 2009	266*	2009
Efficient search for association rules GI Webb Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge …, 2000	254	2000
A comparative study of discretization methods for naive-Bayes classifiers Y Yang, GI Webb Proceedings of the 2002 Pacific Rim Knowledge Acquisition Workshop (PKAW'02 …, 2002	235	2002
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	224	2012
Characterizing Concept Drift GI Webb, R Hyde, H Cao, HL Nguyen, F Petitjean Data Mining and Knowledge Discovery, 2016	211	2016
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	207	2014
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	203	2018
Accurate in silico identification of species-specific acetylation sites by integrating protein sequence-derived and functional features Y Liu, M Wang, H Wang, H Tan, Z Zhang, G Webb, J Song Scientific Reports 4 (Art. No.: 5765), 1-12, 2014	186*	2014
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	181	2004
KDD'15: Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining L Cao, C Zhang, T Joachims, GIB Webb, D Margineantu, G Williams Association for Computing Machinery (ACM), 2015	180	2015
Alleviating naive Bayes attribute independence assumption by attribute weighting NA Zaidi, J Cerquides, MJ Carman, GI Webb	167	2013

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors