| Sentiment analysis leveraging emotions and word embeddings M Giatsoglou, MG Vozalis, K Diamantaras, A Vakali, G Sarigiannidis, ... Expert Systems with Applications 69, 214-224, 2017 | 445 | 2017 |
| Using SVD and demographic data for the enhancement of generalized collaborative filtering MG Vozalis, KG Margaritis Information Sciences 177 (15), 3017-3037, 2007 | 317 | 2007 |
| Analysis of recommender systems algorithms E Vozalis, KG Margaritis The 6th Hellenic European Conference on Computer Mathematics & its …, 2003 | 282 | 2003 |
| Collaborative filtering enhanced by demographic correlation M Vozalis, KG Margaritis AIAI symposium on professional practice in AI, of the 18th world computer …, 2004 | 103 | 2004 |
| Applying SVD on item-based filtering MG Vozalis, KG Margaritis 5th International Conference on Intelligent Systems Design and Applications …, 2005 | 90 | 2005 |
| On the enhancement of collaborative filtering by demographic data M Vozalis, KG Margaritis Web Intelligence and Agent Systems: An International Journal 4 (2), 117-138, 2006 | 74 | 2006 |
| Applying SVD on Generalized Item-based Filtering. MG Vozalis, KG Margaritis Int. J. Comput. Sci. Appl. 3 (3), 27-51, 2006 | 49 | 2006 |
| A recommender system using principal component analysis MG Vozalis, KG Margaritis Published in 11th panhellenic conference in informatics, 271-283, 2007 | 39 | 2007 |
| Enhancing collaborative filtering with demographic data: The case of item-based filtering M Vozalis, KG Margaritis 4th International Conference on Intelligent Systems Design and Applications …, 2004 | 30 | 2004 |
| Recommender systems: An experimental comparison of two filtering algorithms EG Vozalis, KG Margaritis Proceedings of the 9th Panhellenic Conference in Informatics-PCI 2003, 2003 | 27 | 2003 |
| Collaborative filtering through SVD-based and hierarchical nonlinear PCA MG Vozalis, A Markos, KG Margaritis International Conference on Artificial Neural Networks, 395-400, 2010 | 23 | 2010 |
| On the combination of user-based and item-based collaborative filtering M Vozalis, KG Margaritis International Journal of Computer Mathematics 81 (9), 1077-1096, 2004 | 19 | 2004 |
| Evaluation of standard SVD-based techniques for Collaborative Filtering M Vozalis, A Markos, K Margaritis Proc. the 9th Hellenic European Research on Computer Mathematics and its …, 2009 | 14 | 2009 |
| Unison-CF: a multiple-component, adaptive collaborative filtering system M Vozalis, KG Margaritis Adaptive Hypermedia and Adaptive Web-Based Systems: Third International …, 2004 | 14 | 2004 |
| A hybrid approach for improving prediction coverage of collaborative filtering MG Vozalis, AI Markos, KG Margaritis Artificial Intelligence Applications and Innovations III 5, 491-498, 2009 | 13 | 2009 |
| What's new? Using prior models as a measure of novelty in knowledge discovery J Ludwig, G Livingston, E Vozalis, B Buchanan Proceedings 12th IEEE Internationals Conference on Tools with Artificial …, 2000 | 13 | 2000 |
| An optimal scaling approach to collaborative filtering using categorical principal component analysis and neighborhood formation AI Markos, MG Vozalis, KG Margaritis Artificial Intelligence Applications and Innovations: 6th IFIP WG 12.5 …, 2010 | 10 | 2010 |
| On the combination of collaborative and item-based filtering M Vozalis, KG Margaritis 3rd Hellenic Conference on Artificial Intelligence (SETN 04), Samos, Greece, 2004 | 10 | 2004 |
| Intelligent techniques for web applications: review and educational application. E Vozalis, A Nicolaou, KG Margaritis HERCMA, 312-317, 2001 | 6 | 2001 |
| On the performance of SVD-based algorithms for collaborative filtering M Vozalis, A Markos, K Margaritis 2009 Fourth Balkan Conference in Informatics, 245-250, 2009 | 5 | 2009 |
