Ioannis Vlahavas

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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-XioufisMachine Learning Scientist, Expedia GroupVerified email at expedia.com
Ioannis PartalasMachine Learning ScientistVerified email at expediagroup.com
George TzanisBSc, MSc, PhD in Computer Science, MDVerified email at auth.gr
Christos BerberidisInternational Hellenic UniversityVerified email at ihu.edu.gr
Fotis KokkorasAsist. Professor, Digital Systems Dep., 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
Nicos Maglaveras, FEAMBESProfessor - Aristotle University of Thessaloniki - School of Medicine - Lab of Computing, MedicalVerified email at auth.gr
Thanos G. StavropoulosCentre for Research and Technology Hellas - Infrormation Technologies InstituteVerified email at iti.gr
Ioannis (Yiannis) KompatsiarisSenior Researcher, Information Technologies Institute, CERTHVerified email at iti.gr
Efstratios KontopoulosKnowledge Scientist | Semantic Technologies ProfessionalVerified email at catalink.eu
Ioanna ChouvardaAssociate Professor, Medical Informatics & Biomedical Data Analysis, Aristotle UniversityVerified email at auth.gr
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
Grigoris AntoniouProfessor, Semantic & Knowledge Technologies, University of HuddersfieldVerified email at hud.ac.uk
Konstantinos SechidisNovartisVerified email at novartis.com
Walid G. ArefPurdue 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	1848	2009
Random k-Labelsets: An Ensemble Method for Multilabel Classification G Tsoumakas, I Vlahavas European conference on machine learning, 406-417, 2007	1107	2007
Multi-label classification of music into emotions. K Trohidis, G Tsoumakas, G Kalliris, IP Vlahavas ISMIR 8, 325-330, 2008	967	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	896	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	825	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	816	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	488	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	462	2003
Multilabel text classification for automated tag suggestion I Katakis, G Tsoumakas, I Vlahavas Proceedings of the ECML/PKDD 18, 5, 2008	409	2008
An empirical study of lazy multilabel classification algorithms E Spyromitros, G Tsoumakas, I Vlahavas Hellenic conference on artificial intelligence, 401-406, 2008	326	2008
On the stratification of multi-label data K Sechidis, G Tsoumakas, I Vlahavas Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011	301	2011
Protein classification with multiple algorithms S Diplaris, G Tsoumakas, PA Mitkas, I Vlahavas Panhellenic conference on informatics, 448-456, 2005	296	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	250	2010
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	233	2016
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	203*	2006
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	170	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	164	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	148	2014
An ensemble pruning primer G Tsoumakas, I Partalas, I Vlahavas Applications of supervised and unsupervised ensemble methods, 1-13, 2009	148	2009
An integrated approach to automated semantic web service composition through planning O Hatzi, D Vrakas, M Nikolaidou, N Bassiliades, D Anagnostopoulos, ... IEEE Transactions on Services Computing 5 (3), 319-332, 2011	144	2011

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