Ioannis Vlahavas

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	All	Since 2016
Citations	14985	7373
h-index	54	34
i10-index	150	83

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Grigorios TsoumakasAristotle University of ThessalonikiVerified email at csd.auth.gr
Nick BassiliadesProfessor, School of Informatics, 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
Ioannis PartalasMachine Learning ScientistVerified email at expedia.com
George TzanisBSc, MSc, PhD in Computer Science, MDVerified email at auth.gr
Christos BerberidisLab Teaching Staff, International Hellenic UniversityVerified email at ihu.edu.gr
Fotis KokkorasComputer Science & Engineering, University of ThessalyVerified email at uth.gr
Ourania Hatzi (aka Ourania Chatzi Mo...Department of Informatics and Telematics, Harokopio University of AthensVerified email at hua.gr
Thanos G. StavropoulosCentre for Research and Technology Hellas - Infrormation Technologies InstituteVerified email at iti.gr
Nicos MaglaverasProfessor - Aristotle University - The Medical School - Lab of Computing, Medical Informatics andVerified email at auth.gr
Efstratios KontopoulosKnowledge Scientist | Semantic Technologies ProfessionalVerified email at catalink.eu
Ioannis (Yiannis) KompatsiarisSenior Researcher, Information Technologies Institute, CERTHVerified email at iti.gr
Ioanna ChouvardaAssistant Professor, Medical Informatics, Aristotle UniversityVerified email at auth.gr
Grigoris AntoniouProfessor, Semantic & Knowledge Technologies, University of HuddersfieldVerified email at hud.ac.uk
Lefteris (Eleftherios) AngelisProfessor of Statistics and Information Systems, Aristotle University of ThessalonikiVerified email at csd.auth.gr
Matthew E. TaylorAssociate Professor, University of AlbertaVerified email at ualberta.ca
Konstantinos SechidisNovartisVerified email at novartis.com
Walid G. ArefProfessor of Computer Science, Purdue UniversityVerified email at purdue.edu
Pericles A. MitkasProfessor of Electrical and Computer Engineering, Aristotle University of Thessaloniki, GreeceVerified email at auth.gr

Ioannis Vlahavas

Professor of Computer Science, Aristotle University of Thessaloniki, Greece

Verified email at csd.auth.gr - Homepage

Artificial Intelligence Machine Leraning Planning Knowledge Systems


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Mining multi-label data G Tsoumakas, I Katakis, I Vlahavas Data mining and knowledge discovery handbook, 667-685, 2009	1671	2009
Data mining: Practical machine learning tools and techniques HW Ian, F Eibe Morgan Kaufmann Publishers, 2005	1144*	2005
Random k-Labelsets: An Ensemble Method for Multilabel Classification G Tsoumakas, I Vlahavas European conference on machine learning, 406-417, 2007	952	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 multilabel classification G Tsoumakas, I Katakis, I Vlahavas IEEE transactions on knowledge and data engineering 23 (7), 1079-1089, 2010	751	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	719	2011
Machine learning and data mining methods in diabetes research I Kavakiotis, O Tsave, A Salifoglou, N Maglaveras, I Vlahavas, ... Computational and structural biotechnology journal 15, 104-116, 2017	492	2017
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	436	2008
“Cultures in negotiation”: teachers’ acceptance/resistance attitudes considering the infusion of technology into schools S Demetriadis, A Barbas, A Molohides, G Palaigeorgiou, D Psillos, ... Computers & Education 41 (1), 19-37, 2003	424	2003
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	283	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	218	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	187	2011
Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface M Abe, K Aoki, G Ateniese, R Avanzi, Z Beerliová, O Billet, A Biryukov, ... Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2006	167*	2006
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	156	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

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