Grigorios Tsoumakas

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	All	Since 2016
Citations	13262	7258
h-index	44	32
i10-index	81	70

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200620072008200920102011201220132014201520162017201820192020202147 69 140 267 489 592 810 928 1132 1236 1329 1275 1439 1550 1605 59

Co-authors

Ioannis VlahavasProfessor of Computer Science, Aristotle University of Thessaloniki, GreeceVerified email at csd.auth.gr
Ioannis KatakisUniversity of NicosiaVerified email at unic.ac.cy
Eleftherios Spyromitros-XioufisData scientist | Machine Learning researcherVerified email at expedia.com
Nick BassiliadesProfessor, School of Informatics, Aristotle University of Thessaloniki, GreeceVerified email at csd.auth.gr
Ioannis PartalasMachine Learning ScientistVerified email at expedia.com
Yannis PapanikolaouPhD Aristotle University of ThessalonikiVerified email at csd.auth.gr
Konstantinos TrochidisSiemens - Mindsphere Application CenterVerified email at siemens.com
George KallirisAssociate Professor of Media Technologies, Aristotle UniversityVerified email at jour.auth.gr
Dimitris VrakasSchool of Informatics, Aristotle University of ThessalonikiVerified email at csd.auth.gr
Ioannis (Yiannis) KompatsiarisSenior Researcher, Information Technologies Institute, CERTHVerified email at iti.gr
Eirini PapagiannopoulouAristotle University of ThessalonikiVerified email at csd.auth.gr
Athanasios LagopoulosPhD Student, School of Informatics, Aristotle University of ThessalonikiVerified email at csd.auth.gr
Lefteris (Eleftherios) AngelisProfessor of Statistics and Information Systems, Aristotle University of ThessalonikiVerified email at csd.auth.gr
Anestis FachantidisPostdoctoral ResearcherVerified email at csd.auth.gr
Maria-Carolina MonardUniversidade de São Paulo - ICMCVerified email at icmc.usp.br
Abbas KouzaniDeakin UniversityVerified email at deakin.edu.au
Anastasios DimouResearcher, Information Technologies InstituteVerified email at iti.gr
Vasileios MezarisResearch Director at CERTH-ITIVerified email at iti.gr
Newton SpolaôrWestern Paraná State UniversityVerified email at unioeste.br
Dimitris DimitriadisPhD Student, Artistotle University of ThessalonikiVerified email at csd.auth.gr

Grigorios Tsoumakas

Aristotle University of Thessaloniki

Verified email at csd.auth.gr - Homepage

Machine Learning Data Mining Knowledge Discovery


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Multi-label classification: An overview G Tsoumakas, I Katakis International Journal of Data Warehousing and Mining (IJDWM) 3 (3), 1-13, 2007	2649	2007
Mining multi-label data G Tsoumakas, I Katakis, I Vlahavas Data mining and knowledge discovery handbook, 667-685, 2009	1671	2009
Random k-Labelsets: An Ensemble Method for Multilabel Classification G Tsoumakas, I Vlahavas European conference on machine learning, 406-417, 2007	954	2007
Multi-label classification of music into emotions. K Trohidis, G Tsoumakas, G Kalliris, IP Vlahavas ISMIR 8, 325-330, 2008	876	2008
Random k-labelsets for multi-label classification G Tsoumakas, I Katakis, I Vlahavas IEEE Transactions on Knowledge and Data Engineering 23 (7), 1079-1089, 2010	752	2010
Mulan: A java library for multi-label learning G Tsoumakas, E Spyromitros-Xioufis, J Vilcek, I Vlahavas The Journal of Machine Learning Research 12, 2411-2414, 2011	721	2011
Effective and efficient multilabel classification in domains with large number of labels G Tsoumakas, I Katakis, I Vlahavas Proc. ECML/PKDD 2008 Workshop on Mining Multidimensional Data (MMD’08) 21, 53-59, 2008	437	2008
Multilabel text classification for automated tag suggestion I Katakis, G Tsoumakas, I Vlahavas Proceedings of the ECML/PKDD 18, 5, 2008	364	2008
An empirical study of lazy multilabel classification algorithms E Spyromitros, G Tsoumakas, I Vlahavas Hellenic conference on artificial intelligence, 401-406, 2008	285	2008
Protein classification with multiple algorithms S Diplaris, G Tsoumakas, PA Mitkas, I Vlahavas Panhellenic Conference on Informatics, 448-456, 2005	269	2005
Tracking recurring contexts using ensemble classifiers: an application to email filtering I Katakis, G Tsoumakas, I Vlahavas Knowledge and Information Systems 22 (3), 371-391, 2010	219	2010
On the stratification of multi-label data K Sechidis, G Tsoumakas, I Vlahavas Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011	189	2011
Multi-target regression via input space expansion: treating targets as inputs E Spyromitros-Xioufis, G Tsoumakas, W Groves, I Vlahavas Machine Learning 104 (1), 55-98, 2016	157	2016
On the utility of incremental feature selection for the classification of textual data streams I Katakis, G Tsoumakas, I Vlahavas Panhellenic Conference on Informatics, 338-348, 2005	153	2005
Correlation-based pruning of stacked binary relevance models for multi-label learning G Tsoumakas, A Dimou, E Spyromitros, V Mezaris, I Kompatsiaris, ... Proceedings of the 1st international workshop on learning from multi-label …, 2009	141	2009
A comprehensive study over VLAD and product quantization in large-scale image retrieval E Spyromitros-Xioufis, S Papadopoulos, IY Kompatsiaris, G Tsoumakas, ... IEEE Transactions on Multimedia 16 (6), 1713-1728, 2014	138	2014
Data mining and knowledge discovery handbook G Tsoumakas, I Katakis, I Vlahavas Mining multi-label data, 667-685, 2010	138	2010
An ensemble pruning primer G Tsoumakas, I Partalas, I Vlahavas Applications of supervised and unsupervised ensemble methods, 1-13, 2009	128	2009
Selective fusion of heterogeneous classifiers G Tsoumakas, L Angelis, I Vlahavas Intelligent Data Analysis 9 (6), 511-525, 2005	117	2005
Clustering based multi-label classification for image annotation and retrieval G Nasierding, G Tsoumakas, AZ Kouzani 2009 IEEE International Conference on Systems, Man and Cybernetics, 4514-4519, 2009	109	2009

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