Georgios Siolas

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	All	Since 2016
Citations	523	252
h-index	10	7
i10-index	11	5

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Co-authors

Florence d'Alché-BucTélécom Paris, Institut Polytechnique de ParisVerified email at telecom-paris.fr
George CaridakisUniversity of the Aegean / AthenaRC / NTUAVerified email at aegean.gr
Georgios AlexandridisNational Technical University of Athens / University of the AegeanVerified email at islab.ntua.gr
Phivos MylonasIonian UniversityVerified email at ionio.gr
Stefanos KolliasProfessor of Computer and Electricall Engineering National Technical University of AthensVerified email at cs.ntua.gr
Rolandos Alexandros PotamiasImperial College LondonVerified email at imperial.ac.uk
Gerasimos (Jerry) SpanakisMaastricht UniversityVerified email at maastrichtuniversity.nl
Aggeliki Vlachostergiou, Ph.D.National Technical University of Athens (N.T.U.A.)Verified email at image.ntua.gr
Bruno Apolloniprofessore informatica , Università di MilanoVerified email at di.unimi.it
Aristidis LikasProfessor, Computer Science & Engineering, University of Ioannina, GreeceVerified email at cs.uoi.gr
Christos FerlesPostdoctoral Research Scientist/FellowVerified email at uct.ac.za
Andrianna PolydouriUniversity of AthensVerified email at di.uoa.gr
Thanos TagarisNational Technical University of AthensVerified email at islab.ntua.gr
Manuel grañaUpv/ehuVerified email at si.ehu.es
Ilianna KolliaNational Technical University of Athens,IBMVerified email at mail.ntua.gr
Ioannis GonosAssosiate Professor, School of Electrical and Computer Engineering, National Technical University ofVerified email at cs.ntua.gr
Thanos TasakosNational Technical University of AthensVerified email at islab.ntua.gr
Vassiliki KontargyriNational Technical University of AthensVerified email at power.ece.ntua.gr
Christos-Christodoulos KokalisNational Technical University of Athens (NTUA)Verified email at mail.ntua.gr
Giorgos StamouAssociate Professor of Computer Science, National Technical University of AthensVerified email at cs.ntua.gr

Georgios Siolas

School of Electrical & Computer Engineering, National Technical University of Athens

Verified email at islab.ntua.gr - Homepage

Machine Learning Natural Language Processing Artificial Intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Support vector machines based on a semantic kernel for text categorization G Siolas, F d'Alché-Buc Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000	186	2000
Exploiting Wikipedia knowledge for conceptual hierarchical clustering of documents G Spanakis, G Siolas, A Stafylopatis The Computer Journal 55 (3), 299-312, 2012	37	2012
A transformer-based approach to irony and sarcasm detection RA Potamias, G Siolas, AG Stafylopatis Neural Computing and Applications 32 (23), 17309-17320, 2020	27	2020
Relevance feedback approach for image retrieval combining support vector machines and adapted Gaussian mixture models A Marakakis, G Siolas, N Galatsanos, A Likas, A Stafylopatis IET image processing 5 (6), 531-540, 2011	23	2011
Enhancing social collaborative filtering through the application of non-negative matrix factorization and exponential random graph models G Alexandridis, G Siolas, A Stafylopatis Data Mining and Knowledge Discovery 31 (4), 1031-1059, 2017	18	2017
User adaptive and context-aware smart home using pervasive and semantic technologies A Vlachostergiou, G Stratogiannis, G Caridakis, G Siolas, P Mylonas Journal of Electrical and Computer Engineering 2016, 2016	17	2016
Social things-the sands instantiation B Apolloni, M Fiasché, G Galliani, C Zizzo, G Caridakis, G Siolas, ... 2013 IEEE 14th International Symposium on" A World of Wireless, Mobile and …, 2013	17	2013
A hybrid web-based measure for computing semantic relatedness between words G Spanakis, G Siolas, A Stafylopatis 2009 21st IEEE International Conference on Tools with Artificial …, 2009	15	2009
Improving Social Recommendations by applying a Personalized Item Clustering Policy. G Alexandridis, G Siolas, A Stafylopatis RSWeb@ RecSys, 2013	11	2013
Social and smart: towards an instance of subconscious social intelligence M Graña, B Apolloni, M Fiasché, G Galliani, C Zizzo, G Caridakis, G Siolas, ... International Conference on Engineering Applications of Neural Networks, 302-311, 2013	11	2013
Mixtures of probabilistic PCAs and Fisher kernels for word and document modeling G Siolas, F d’Alché-Buc International Conference on Artificial Neural Networks, 769-774, 2002	10	2002
Evaluation of topographic clustering and its kernelization MJ Lesot, F d’Alché-Buc, G Siolas European Conference on Machine Learning, 265-276, 2003	9	2003
Modèles probabilistes et noyaux pour l'extraction d'informations à partir de documents G Siolas Paris 6, 2003	9	2003
A biased random walk recommender based on Rejection Sampling G Alexandridis, G Siolas, A Stafylopatis Proceedings of the 2013 IEEE/ACM International Conference on Advances in …, 2013	8	2013
Mining and categorizing interesting topics in twitter communities E Vathi, G Siolas, A Stafylopatis Journal of Intelligent & Fuzzy Systems 32 (2), 1265-1275, 2017	7	2017
Accuracy versus novelty and diversity in recommender systems: a nonuniform random walk approach G Alexandridis, G Siolas, A Stafylopatis Recommendation and Search in Social Networks, 41-57, 2015	7	2015
Scaled self-organizing map–hidden Markov model architecture for biological sequence clustering C Ferles, G Siolas, A Stafylopatis Applied Artificial Intelligence 27 (6), 461-495, 2013	7	2013
An efficient classification approach in imbalanced datasets for intrinsic plagiarism detection A Polydouri, E Vathi, G Siolas, A Stafylopatis Evolving systems 11 (3), 503-515, 2020	6	2020
Hydrophobicity classification of composite insulators based on convolutional neural networks CC Kokalis, T Tasakos, V Kontargyri, GS Siolas, I Gonos Engineering Applications of Artificial Intelligence, 103613, 2020	6	2020
From free-text user reviews to product recommendation using paragraph vectors and matrix factorization G Alexandridis, T Tagaris, G Siolas, A Stafylopatis Companion Proceedings of The 2019 World Wide Web Conference, 335-343, 2019	6	2019

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