Eleftherios Spyromitros-Xioufis
Eleftherios Spyromitros-Xioufis
Machine Learning Scientist, Expedia Group
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Cited by
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
An Empirical Study of Lazy Multilabel Classification Algorithms
E Spyromitros-Xioufis, G Tsoumakas, I Vlahavas
Hellenic conference on Artificial Intelligence, 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
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
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
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
Dealing with Concept Drift and Class Imbalance in Multi-label Stream Classification
E Spyromitros-Xioufis, M Spiliopoulou, G Tsoumakas, I Vlahavas
IJCAI, 2011
Multi-Label Classification Methods for Multi-Target Regression
E Spyromitros-Xioufis, G Tsoumakas, W Groves, I Vlahavas
arXiv preprint arXiv:1211.6581v1, 2012
Multi-Target Regression via Random Linear Target Combinations
G Tsoumakas, E Spyromitros-Xioufis, A Vrekou, I Vlahavas
ECML PKDD 2014, 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
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
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
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
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
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
SocialSensor: Finding Diverse Images at MediaEval 2014
E Spyromitros-Xioufis, S Papadopoulos, Y Kompatsiaris, I Vlahavas
MediaEval 2014 Multimedia Benchmark Workshop, 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
Information Theoretic Multi-Target Feature Selection via Output Space Quantization
K Sechidis, E Spyromitros-Xioufis, I Vlahavas
Entropy 21 (9), 855, 2019
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
Perceived versus Actual Predictability of Personal Information in Social Networks
E Spyromitros-Xioufis, G Petkos, S Papadopoulos, R Heyman, ...
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