Georgios Siolas

Cited by

	All	Since 2017
Citations	625	316
h-index	11	9
i10-index	14	8

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Co-authors

Florence d'Alché-BucTélécom Paris, Institut Polytechnique de ParisVerified email at telecom-paris.fr
Georgios AlexandridisNational Technical University of Athens / University of the AegeanVerified email at islab.ntua.gr
George CaridakisUniversity of the Aegean / AthenaRC / NTUAVerified email at aegean.gr
Rolandos Alexandros PotamiasImperial College LondonVerified email at imperial.ac.uk
Phivos MylonasIonian UniversityVerified email at ionio.gr
Stefanos KolliasProfessor of Computer and Electricall Engineering National Technical University of AthensVerified email at cs.ntua.gr
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
Andrianna PolydouriUniversity of AthensVerified email at di.uoa.gr
Christos FerlesResearch Scientist (Post-Doc, PhD, MEng)Verified email at uniwa.gr
Thanos TagarisNational Technical University of AthensVerified email at islab.ntua.gr
Giorgos StamouProfessor of Computer Science, National Technical University of AthensVerified email at cs.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
Manuel grañaUpv/ehuVerified email at si.ehu.es
Michalis VazirgiannisDistinguished Professor, Ecole Polytechnique, Institute Polytechnique de ParisVerified email at lix.polytechnique.fr

Georgios Siolas

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

Verified email at islab.ntua.gr - Homepage

Machine Learning Natural Language Processing Information Retrieval 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	185	2000
A transformer-based approach to irony and sarcasm detection RA Potamias, G Siolas, AG Stafylopatis Neural Computing and Applications 32 (23), 17309-17320, 2020	63	2020
Exploiting Wikipedia knowledge for conceptual hierarchical clustering of documents G Spanakis, G Siolas, A Stafylopatis The Computer Journal 55 (3), 299-312, 2012	38	2012
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	23	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	23	2016
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
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	16	2009
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	12	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	12	2019
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
A robust deep ensemble classifier for figurative language detection RA Potamias, G Siolas, A Stafylopatis International Conference on Engineering Applications of Neural Networks, 164-175, 2019	10	2019
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
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	9	2020
ParVecMF: A paragraph vector-based matrix factorization recommender system G Alexandridis, G Siolas, A Stafylopatis arXiv preprint arXiv:1706.07513, 2017	9	2017
Using the IBM Watson cognitive system in educational contexts I Kollia, G Siolas 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016	9	2016
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	9	2015
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	9	2013
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	9	2013

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