| Multiscale event detection in social media X Dong, D Mavroeidis, F Calabrese, P Frossard Data Mining and Knowledge Discovery 29 (5), 1374-1405, 2015 | 135 | 2015 |
| Word sense disambiguation for exploiting hierarchical thesauri in text classification D Mavroeidis, G Tsatsaronis, M Vazirgiannis, M Theobald, G Weikum European Conference on Principles of Data Mining and Knowledge Discovery …, 2005 | 71 | 2005 |
| Introducing semantics in web personalization: The role of ontologies M Eirinaki, D Mavroeidis, G Tsatsaronis, M Vazirgiannis Semantics, web and mining, 147-162, 2005 | 44 | 2005 |
| Accelerating spectral clustering with partial supervision D Mavroeidis Data Mining and Knowledge Discovery 21 (2), 241-258, 2010 | 34 | 2010 |
| Towards radiologist-level cancer risk assessment in CT lung screening using deep learning S Trajanovski, D Mavroeidis, CL Swisher, BG Gebre, BS Veeling, ... Computerized Medical Imaging and Graphics 90, 101883, 2021 | 32 | 2021 |
| SaferCity: a system for detecting and analyzing incidents from social media M Berlingerio, F Calabrese, G Di Lorenzo, X Dong, Y Gkoufas, ... 2013 IEEE 13th International Conference on Data Mining Workshops, 1077-1080, 2013 | 25 | 2013 |
| Feature selection for k-means clustering stability: theoretical analysis and an algorithm D Mavroeidis, E Marchiori Data Mining and Knowledge Discovery 28 (4), 918-960, 2014 | 24 | 2014 |
| Using tri-training and support vector machines for addressing the ECML/PKDD 2006 discovery challenge D Mavroeidis, K Chaidos, S Pirillos, D Christopoulos, M Vazirgiannis Proceedings of ECMLPKDD 2006 Discovery Challenge Workshop, 39-47, 2006 | 22 | 2006 |
| PCA, eigenvector localization and clustering for side-channel attacks on cryptographic hardware devices D Mavroeidis, L Batina, T Laarhoven, E Marchiori Joint European Conference on Machine Learning and Knowledge Discovery in …, 2012 | 20 | 2012 |
| Spatiotemporal clustering of urban networks: Real case scenario in London A Pascale, D Mavroeidis, HT Lam Transportation Research Record 2491 (1), 81-89, 2015 | 17 | 2015 |
| Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selection D Mavroeidis, E Bingham Knowledge and information systems 23 (2), 243-265, 2010 | 16 | 2010 |
| Stability based sparse LSI/PCA: Incorporating feature selection in LSI and PCA D Mavroeidis, M Vazirgiannis European Conference on Machine Learning, 226-237, 2007 | 15 | 2007 |
| Feature extraction from web traffic data for the application of data mining algorithms in attack identification K Pachopoulos, D Valsamou, D Mavroeidis, M Vazirgiannis Proceedings of the ECML/PKDD, 65-70, 2007 | 15 | 2007 |
| Designing a peer-to-peer architecture for distributed image retrieval A Vlachou, C Doulkeridis, D Mavroeidis, M Vazirgiannis International Workshop on Adaptive Multimedia Retrieval, 182-195, 2007 | 14 | 2007 |
| System for identifying, monitoring and ranking incidents from social media M Berlingerio, X Dong, A Gkoulalas-Divanis, D Mavroeidis US Patent 9,397,904, 2016 | 12 | 2016 |
| System for identifying, monitoring and ranking incidents from social media M Berlingerio, X Dong, A Gkoulalas-Divanis, D Mavroeidis US Patent 9,397,904, 2016 | 12 | 2016 |
| Predicting the future from first person (egocentric) vision: A survey I Rodin, A Furnari, D Mavroeidis, GM Farinella Computer Vision and Image Understanding 211, 103252, 2021 | 10 | 2021 |
| Mind the eigen-gap, or how to accelerate semi-supervised spectral learning algorithms D Mavroeidis Twenty-Second International Joint Conference on Artificial Intelligence, 2011 | 10 | 2011 |
| Anomaly detection for imbalanced datasets with deep generative models NRS Buitrago, L Tonnaer, V Menkovski, D Mavroeidis arXiv preprint arXiv:1811.00986, 2018 | 8 | 2018 |
| Improved distances for structured data D Mavroeidis, PA Flach International Conference on Inductive Logic Programming, 251-268, 2003 | 8 | 2003 |
