A transformer-based approach to irony and sarcasm detection RA Potamias, G Siolas, AG Stafylopatis Neural Computing and Applications 32 (23), 17309-17320, 2020 | 222 | 2020 |
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 | 201 | 2000 |
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 |
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 | 34 | 2020 |
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 (1), 4789803, 2016 | 33 | 2016 |
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 | 28 | 2017 |
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 | 26 | 2019 |
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 | 26 | 2011 |
A robust deep ensemble classifier for figurative language detection RA Potamias, G Siolas, A Stafylopatis Engineering Applications of Neural Networks: 20th International Conference …, 2019 | 25 | 2019 |
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 | 16 | 2020 |
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 | 16 | 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 |
Mining and categorizing interesting topics in Twitter communities E Vathi, G Siolas, A Stafylopatis Journal of Intelligent & Fuzzy Systems 32 (2), 1265-1275, 2017 | 13 | 2017 |
Graph-based neural architecture search with operation embeddings M Chatzianastasis, G Dasoulas, G Siolas, M Vazirgiannis Proceedings of the IEEE/CVF International Conference on Computer Vision, 393-402, 2021 | 12 | 2021 |
Statistical Machine Translation for Greek to Greek Sign Language Using Parallel Corpora Produced via Rule-Based Machine Translation. D Kouremenos, KS Ntalianis, G Siolas, A Stafylopatis CIMA@ ICTAI, 28-42, 2018 | 12 | 2018 |
NTUA-ISLab at SemEval-2019 task 9: mining suggestions in the wild RA Potamias, A Neofytou, G Siolas Proceedings of the 13th international workshop on semantic evaluation, 1224-1230, 2019 | 11 | 2019 |
Smart home context awareness based on smart and innovative cities A Vlachostergiou, G Stratogiannis, G Caridakis, G Siolas, P Mylonas Proceedings of the 16th International Conference on Engineering Applications …, 2015 | 11 | 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 | 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, ... Engineering Applications of Neural Networks: 14th International Conference …, 2013 | 11 | 2013 |
Using the IBM Watson cognitive system in educational contexts I Kollia, G Siolas 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016 | 10 | 2016 |