Multiscale event detection in social media X Dong, D Mavroeidis, F Calabrese, P Frossard Data Mining and Knowledge Discovery 29, 1374-1405, 2015 | 158 | 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 | 60 | 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 | 40 | 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 | 26 | 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 | 22 | 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 | 15 | 2016 |
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 | 13 | 2022 |
Untrimmed action anticipation I Rodin, A Furnari, D Mavroeidis, GM Farinella International Conference on Image Analysis and Processing, 337-348, 2022 | 12 | 2022 |
Improved distances for structured data D Mavroeidis, PA Flach International Conference on Inductive Logic Programming, 251-268, 2003 | 11 | 2003 |
A sequential sampling framework for spectral k-means based on efficient bootstrap accuracy estimations: application to distributed clustering D Mavroeidis, P Magdalinos ACM Transactions on Knowledge Discovery from Data (TKDD) 6 (2), 1-37, 2012 | 10 | 2012 |