Georgios Siolas
Georgios Siolas
School of Electrical & Computer Engineering, National Technical University of Athens
Verified email at - Homepage
Cited by
Cited by
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
Exploiting Wikipedia knowledge for conceptual hierarchical clustering of documents
G Spanakis, G Siolas, A Stafylopatis
The Computer Journal 55 (3), 299-312, 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
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
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
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
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
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
Improving Social Recommendations by applying a Personalized Item Clustering Policy.
G Alexandridis, G Siolas, A Stafylopatis
RSWeb@ RecSys, 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
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
Evaluation of topographic clustering and its kernelization
MJ Lesot, F d’Alché-Buc, G Siolas
European Conference on Machine Learning, 265-276, 2003
Modèles probabilistes et noyaux pour l'extraction d'informations à partir de documents
G Siolas
Paris 6, 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
Mining and categorizing interesting topics in twitter communities
E Vathi, G Siolas, A Stafylopatis
Journal of Intelligent & Fuzzy Systems 32 (2), 1265-1275, 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
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
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
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
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
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