MULAN: a java library for multi-label learning G Tsoumakas, E Spyromitros-Xioufis, J Vilcek, I Vlahavas Journal of Machine Learning Research 1, 1-48, 2011 | 957 | 2011 |
An Empirical Study of Lazy Multilabel Classification Algorithms E Spyromitros-Xioufis, G Tsoumakas, I Vlahavas Hellenic conference on Artificial Intelligence, 2008 | 374* | 2008 |
Multi-target regression via input space expansion: treating targets as inputs E Spyromitros-Xioufis, G Tsoumakas, W Groves, I Vlahavas Machine Learning, 1-44, 2016 | 367 | 2016 |
Correlation-based Pruning of Stacked Binary Relevance Models for Multi-label Learning G Tsoumakas, A Dimou, E Spyromitros-Xioufis, V Mezaris, I Kompatsiaris, ... Proceedings of the ECML/PKDD 2009 Workshop on Learning from Multi-Label Data …, 2009 | 185 | 2009 |
Adaptive sensitive reweighting to mitigate bias in fairness-aware classification E Krasanakis, E Spyromitros-Xioufis, S Papadopoulos, Y Kompatsiaris Proceedings of the 2018 World Wide Web Conference, 853-862, 2018 | 171 | 2018 |
A Comprehensive Study over VLAD and Product Quantization in Large-scale Image Retrieval E Spyromitros-Xioufis, S Papadopoulos, I Kompatsiaris, G Tsoumakas, ... IEEE Transactions on Multimedia, 2014 | 161 | 2014 |
Dealing with Concept Drift and Class Imbalance in Multi-label Stream Classification E Spyromitros-Xioufis, M Spiliopoulou, G Tsoumakas, I Vlahavas IJCAI, 2011 | 132 | 2011 |
Multi-Label Classification Methods for Multi-Target Regression E Spyromitros-Xioufis, G Tsoumakas, W Groves, I Vlahavas arXiv preprint arXiv:1211.6581v1, 2012 | 109 | 2012 |
Multi-Target Regression via Random Linear Target Combinations G Tsoumakas, E Spyromitros-Xioufis, A Vrekou, I Vlahavas ECML PKDD 2014, 2014 | 100 | 2014 |
MLKD's Participation at the CLEF 2011 Photo Annotation and Concept-Based Retrieval Tasks E Spyromitros-Xioufis, K Sechidis, G Tsoumakas, I Vlahavas CLEF 2011, 2011 | 97* | 2011 |
Personalized Privacy-aware Image Classification E Spyromitros-Xioufis, S Papadopoulos, A Popescu, Y Kompatsiaris Proceedings of the 2016 ACM on International Conference on Multimedia …, 2016 | 59 | 2016 |
Design and implementation of an open source Greek POS Tagger and Entity Recognizer using spaCy E Partalidou, E Spyromitros-Xioufis, S Doropoulos, S Vologiannidis, ... IEEE/WIC/ACM International Conference on Web Intelligence, 337-341, 2019 | 57 | 2019 |
hackAIR: Towards Raising Awareness about Air Quality in Europe by Developing a Collective Online Platform E Kosmidis, P Syropoulou, S Tekes, P Schneider, E Spyromitros-Xioufis, ... ISPRS International Journal of Geo-Information 7 (5), 187, 2018 | 44 | 2018 |
Improving Diversity in Image Search via Supervised Relevance Scoring E Spyromitros-Xioufis, S Papadopoulos, A Ginsca, A Popescu, ... International Conference on Multimedia Retrieval (ICMR), 8, 2015 | 39 | 2015 |
An Empirical Study on the Combination of SURF Features with VLAD Vectors for Image Search E Spyromitros-Xioufis, S Papadopoulos, I Kompatsiaris, G Tsoumakas, ... Proceedings of the 13th International Workshop on Image Analysis for …, 2012 | 30 | 2012 |
Information Theoretic Multi-Target Feature Selection via Output Space Quantization K Sechidis, E Spyromitros-Xioufis, I Vlahavas Entropy 21 (9), 855, 2019 | 13 | 2019 |
SocialSensor: Finding Diverse Images at MediaEval 2014 E Spyromitros-Xioufis, S Papadopoulos, Y Kompatsiaris, I Vlahavas MediaEval 2014 Multimedia Benchmark Workshop, 2014 | 13 | 2014 |
SocialSensor: Finding Diverse Images at MediaEval 2013 D Corney, C Martin, A Göker, E Spyromitros-Xioufis, S Papadopoulos, ... MediaEval 2013 Multimedia Benchmark Workshop, 2013 | 13 | 2013 |
Towards improved air quality monitoring using publicly available sky images E Spyromitros-Xioufis, A Moumtzidou, S Papadopoulos, S Vrochidis, ... Multimedia Tools and Applications for Environmental & Biodiversity …, 2018 | 11 | 2018 |
Perceived versus Actual Predictability of Personal Information in Social Networks E Spyromitros-Xioufis, G Petkos, S Papadopoulos, R Heyman, ... | 9 | 2016 |