Bernhard Pfahringer

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Geoffrey HolmesUniversity of WaikatoEmail verificata su waikato.ac.nz
Eibe FrankProfessor, Department of Computer Science, University of WaikatoEmail verificata su cs.waikato.ac.nz
Albert BifetTélécom ParisTech & University of WaikatoEmail verificata su telecom-paristech.fr
Mark HallHonorary Research Associate, University of Waikato, New ZealandEmail verificata su cs.waikato.ac.nz
Jesse ReadÉcole PolytechniqueEmail verificata su polytechnique.edu
Ian H. WittenProfessor of Computer Science, University of Waikato, New ZealandEmail verificata su cs.waikato.ac.nz
Stefan KramerProfessor of Computer Science, Johannes Gutenberg University MainzEmail verificata su informatik.uni-mainz.de
Philipp KranenMicrosoft ResearchEmail verificata su microsoft.com
Thomas SeidlProfessor of Computer Science, Ludwig-Maximilians-Universität München (LMU Munich), GermanyEmail verificata su dbs.ifi.lmu.de
Hardy KremerDeloitte Analytics Institute, GermanyEmail verificata su deloitte.de
Indrė ŽliobaitėUniversity of HelsinkiEmail verificata su helsinki.fi
Christoph Helmain silico toxicology gmbhEmail verificata su in-silico.ch
Joaquin VanschorenEindhoven University of TechnologyEmail verificata su tue.nl
Felipe Bravo-MarquezAssistant Professor, University of ChileEmail verificata su dcc.uchile.cl
Ricard GavaldàUniversitat Politècnica de CatalunyaEmail verificata su cs.upc.edu
Heitor Murilo GomesSenior Research Fellow, Department of Computer Science, University of WaikatoEmail verificata su waikato.ac.nz
Henry GoukPostdoctoral Research Associate, University of EdinburghEmail verificata su inf.ed.ac.uk
Hendrik BlockeelDepartment of Computer Science, KU LeuvenEmail verificata su cs.kuleuven.be
Jean Paul BarddalPrograma de Pós-Graduação em Informática (PPGIa), Pontifícia Universidade Católica do ParanáEmail verificata su ppgia.pucpr.br
Quan SunThe University of WaikatoEmail verificata su students.waikato.ac.nz

Bernhard Pfahringer

Professor of Computer Science, University of Waikato

Email verificata su waikato.ac.nz - Home page

Machine Learning Data Mining


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
The WEKA data mining software: an update M Hall, E Frank, G Holmes, B Pfahringer, P Reutemann, IH Witten ACM SIGKDD explorations newsletter 11 (1), 10-18, 2009	22462	2009
Moa: Massive online analysis, a framework for stream classification and clustering A Bifet, G Holmes, B Pfahringer, P Kranen, H Kremer, T Jansen, T Seidl Proceedings of the First Workshop on Applications of Pattern Analysis, 44-50, 2010	1649	2010
Classifier chains for multi-label classification J Read, B Pfahringer, G Holmes, E Frank Machine learning 85 (3), 333, 2011	1495	2011
Classifier chains for multi-label classification J Read, B Pfahringer, G Holmes, E Frank Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009	746	2009
New ensemble methods for evolving data streams A Bifet, G Holmes, B Pfahringer, R Kirkby, R Gavalda Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009	649	2009
Weka-a machine learning workbench for data mining E Frank, M Hall, G Holmes, R Kirkby, B Pfahringer, IH Witten, L Trigg Data mining and knowledge discovery handbook, 1269-1277, 2009	565	2009
Meta-Learning by Landmarking Various Learning Algorithms. B Pfahringer, H Bensusan, CG Giraud-Carrier ICML, 743-750, 2000	453	2000
Multi-label classification using ensembles of pruned sets J Read, B Pfahringer, G Holmes 2008 eighth IEEE international conference on data mining, 995-1000, 2008	426	2008
Locally weighted naive bayes E Frank, M Hall, B Pfahringer arXiv preprint arXiv:1212.2487, 2012	419	2012
Multinomial naive bayes for text categorization revisited AM Kibriya, E Frank, B Pfahringer, G Holmes Australasian Joint Conference on Artificial Intelligence, 488-499, 2004	412	2004
WEKA---Experiences with a Java Open-Source Project RR Bouckaert, E Frank, MA Hall, G Holmes, B Pfahringer, P Reutemann, ... The Journal of Machine Learning Research 11, 2533-2541, 2010	394	2010
Preliminary Mariner 9 report on the geology of Mars JF McCauley, MH Carr, JA Cutts, WK Hartmann, H Masursky, DJ Milton, ... Icarus 17 (2), 289-327, 1972	316	1972
Active learning with drifting streaming data I Žliobaitė, A Bifet, B Pfahringer, G Holmes IEEE transactions on neural networks and learning systems 25 (1), 27-39, 2013	295	2013
Winning the KDD99 classification cup: Bagged boosting B Pfahringer ACM SIGKDD Explorations Newsletter 1 (2), 65-66, 2000	286	2000
Leveraging bagging for evolving data streams A Bifet, G Holmes, B Pfahringer Joint European conference on machine learning and knowledge discovery in …, 2010	267	2010
Meka: a multi-label/multi-target extension to weka J Read, P Reutemann, B Pfahringer, G Holmes	226	2016
Multiclass alternating decision trees G Holmes, B Pfahringer, R Kirkby, E Frank, M Hall European Conference on Machine Learning, 161-172, 2002	217	2002
A two-level learning method for generalized multi-instance problems N Weidmann, E Frank, B Pfahringer European Conference on Machine Learning, 468-479, 2003	194	2003
New options for hoeffding trees B Pfahringer, G Holmes, R Kirkby Australasian Joint Conference on Artificial Intelligence, 90-99, 2007	176	2007
Prediction of ordinal classes using regression trees S Kramer, G Widmer, B Pfahringer, M De Groeve Fundamenta Informaticae 47 (1-2), 1-13, 2001	163	2001

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