Ioannis Katakis - Google Scholar Citations

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	All	Since 2015
Citations	6298	3900
h-index	19	16
i10-index	29	26

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Grigorios TsoumakasAristotle University of ThessalonikiVerified email at csd.auth.gr
Ioannis VlahavasProfessor of Computer Science, Aristotle University of Thessaloniki, GreeceVerified email at csd.auth.gr
Dimitrios GunopulosNational and Kapodistrian University of AthensVerified email at di.uoa.gr
Vana KalogerakiAssociate Professor, Athens University of Economics and Business, AUEBVerified email at aueb.gr
Nicolas TsapatsoulisProfessor, Cyprus University of TechnologyVerified email at cut.ac.cy
Nick BassiliadesProfessor, Dept. of Informatics, Aristotle University of Thessaloniki, GreeceVerified email at csd.auth.gr
Pantelis AgathangelouResearch Associate, University of NicosiaVerified email at live.unic.ac.cy
Fernando MendezResearcher, University of ZurichVerified email at zda.uzh.ch
Vasiliki TrigaAssis.Prof., Dpt Of Commnication and Internet Studies, Cyprus University of TechnologyVerified email at cut.ac.cy
Nikolas ZygourasPhD Student, University of AthensVerified email at di.uoa.gr
Ioannis PartalasMachine Learning ScientistVerified email at expedia.com
Katharina MorikProfessor of Computer Science, TU Dortmund UniversityVerified email at tu-dortmund.de
Ioannis BoutsisAthens University of Economics and BusinessVerified email at aueb.gr
Nikos ZacheilasAthens University of Economics and BusinessVerified email at aueb.gr
Constantinos DjouvasCyprus University of TechnologyVerified email at cut.ac.cy
François SchnitzlerSenior Scientist, InterDigitalVerified email at interdigital.com
Thomas LiebigMaterna SEVerified email at materna.de
George ValkanasDetectica, IncVerified email at di.uoa.gr
Panos SakkosBlocktopus, Microsoft, CERN, University of AthensVerified email at di.uoa.gr
Shie MannorProfessor of Electrical Engineering, TechnionVerified email at technion.ac.il

Ioannis Katakis

University of Nicosia

Verified email at unic.ac.cy - Homepage

Data Science Machine Learning Sentiment Analysis Social Networks Smart Cities


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Multi-Label Classification: An overview G Tsoumakas, I Katakis International Journal of Data Warehousing & Mining 3 (3), 1-13, 2007	2348	2007
Mining multi-label data G Tsoumakas, I Katakis, I Vlahavas Data mining and knowledge discovery handbook, 667-685, 2010	1491	2010
Random k-labelsets for multilabel classification G Tsoumakas, I Katakis, I Vlahavas Knowledge and Data Engineering, IEEE Transactions on 23 (7), 1079-1089, 2011	649	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), 30-44, 2008	386	2008
Multilabel text classification for automated tag suggestion I Katakis, G Tsoumakas, I Vlahavas ECML PKDD discovery challenge 75, 2008	325	2008
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	194	2010
Dynamic feature space and incremental feature selection for the classification of textual data streams I Katakis, G Tsoumakas, I Vlahavas Knowledge Discovery from Data Streams, 107-116, 2006	136*	2006
On the utility of incremental feature selection for the classification of textual data streams I Katakis, G Tsoumakas, I Vlahavas Advances in Informatics, 338-348, 2005	136	2005
An adaptive personalized news dissemination system I Katakis, G Tsoumakas, E Banos, N Bassiliades, I Vlahavas Journal of Intelligent Information Systems 32 (2), 191-212, 2009	85	2009
Effective voting of heterogeneous classifiers G Tsoumakas, I Katakis, I Vlahavas European Conference on Machine Learning, 465-476, 2004	81	2004
An Ensemble of Classifiers for coping with Recurring Contexts in Data Streams. I Katakis, G Tsoumakas, IP Vlahavas ECAI, 763-764, 2008	61	2008
Social voting advice applications—definitions, challenges, datasets and evaluation I Katakis, N Tsapatsoulis, F Mendez, V Triga, C Djouvas Cybernetics, IEEE Transactions on 44 (7), 1039-1052, 2014	50	2014
Ensemble pruning using reinforcement learning I Partalas, G Tsoumakas, I Katakis, I Vlahavas Advances in Artificial Intelligence, 301-310, 2006	49	2006
Detecting Events in Online Social Networks: Definitions, Trends and Challenges N Panagiotou, I Katakis, D Gunopulos Solving Large Scale Learning Tasks. Challenges and Algorithms, 42-84, 2016	46	2016
A review of multi-label classification methods G Tsoumakas, I Katakis, I Vlahavas Proceedings of the 2nd ADBIS Workshop on Data Mining and Knowledge Discovery …, 2006	46	2006
Intelligent Urban Data Monitoring for Smart Cities N Panagiotou, N Zygouras, I Katakis, D Gunopulos, N Zacheilas, I Boutsis, ... Joint European Conference on Machine Learning and Knowledge Discovery in …, 2016	35	2016
PersoNews: a personalized news reader enhanced by machine learning and semantic filtering E Banos, I Katakis, N Bassiliades, G Tsoumakas, I Vlahavas On the Move to Meaningful Internet Systems 2006: CoopIS, DOA, GADA, and …, 2006	35	2006
On the Combination of Textual and Semantic Descriptions for Automated Semantic Web Service Classification I Katakis, G Meditskos, G Tsoumakas, N Bassiliades Artificial Intelligence Applications and Innovations III, 95-104, 2009	31	2009
Email mining: Emerging techniques for email management I Katakis, G Tsoumakas, I Vlahavas Web Data Management Practices: Emerging Techniques and Technologies, 219-240, 2006	30*	2006
Clustering Online Poll Data: Towards a Voting Assistance System I Katakis, N Tsapatsoulis, V Triga, C Tziouvas, F Mendez Semantic and Social Media Adaptation and Personalization (SMAP), 2012 …, 2012	20	2012

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