| Multiscale event detection in social media X Dong, D Mavroeidis, F Calabrese, P Frossard Data Mining and Knowledge Discovery 29, 1374-1405, 2015 | 157 | 2015 |
| Word sense disambiguation for exploiting hierarchical thesauri in text classification D Mavroeidis, G Tsatsaronis, M Vazirgiannis, M Theobald, G Weikum Knowledge Discovery in Databases: PKDD 2005: 9th European Conference on …, 2005 | 73 | 2005 |
| 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 | 67 | 2021 |
| Introducing semantics in web personalization: The role of ontologies M Eirinaki, D Mavroeidis, G Tsatsaronis, M Vazirgiannis European web mining forum, 147-162, 2005 | 46 | 2005 |
| 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 | 44 | 2021 |
| Accelerating spectral clustering with partial supervision D Mavroeidis Data Mining and Knowledge Discovery 21, 241-258, 2010 | 36 | 2010 |
| Feature selection for k-means clustering stability: theoretical analysis and an algorithm D Mavroeidis, E Marchiori Data Mining and Knowledge Discovery 28, 918-960, 2014 | 32 | 2014 |
| 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 | 27 | 2013 |
| PCA, eigenvector localization and clustering for side-channel attacks on cryptographic hardware devices D Mavroeidis, L Batina, T Van Laarhoven, E Marchiori Machine Learning and Knowledge Discovery in Databases: European Conference …, 2012 | 23 | 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 | 21 | 2015 |
| 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 | 21 | 2006 |
| Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selection D Mavroeidis, E Bingham Knowledge and information systems 23, 243-265, 2010 | 18 | 2010 |
| 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 | 16 | 2016 |
| The effects of artificial intelligence assistance on the radiologists’ assessment of lung nodules on CT scans: a systematic review LJS Ewals, K van der Wulp, BEEM van den Borne, JR Pluyter, I Jacobs, ... Journal of clinical medicine 12 (10), 3536, 2023 | 15 | 2023 |
| Designing a peer-to-peer architecture for distributed image retrieval A Vlachou, C Doulkeridis, D Mavroeidis, M Vazirgiannis Adaptive Multimedia Retrieval: Retrieval, User, and Semantics: 5th …, 2008 | 15 | 2008 |
| 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 |
| A robust model selection framework for fault detection and system health monitoring with limited failure examples: Heterogeneous data fusion and formal sensitivity bounds R Rocchetta, Q Gao, D Mavroeidis, M Petkovic Engineering Applications of Artificial Intelligence 114, 105140, 2022 | 14 | 2022 |
| Untrimmed action anticipation I Rodin, A Furnari, D Mavroeidis, GM Farinella International Conference on Image Analysis and Processing, 337-348, 2022 | 14 | 2022 |
| Improved distances for structured data D Mavroeidis, PA Flach International Conference on Inductive Logic Programming, 251-268, 2003 | 11 | 2003 |
