Eleftherios Spyromitros-Xioufis
Eleftherios Spyromitros-Xioufis
Data scientist | Machine Learning researcher
Verified email at expedia.com - Homepage
Title
Cited by
Cited by
Year
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
7002011
An Empirical Study of Lazy Multilabel Classification Algorithms
E Spyromitros-Xioufis, G Tsoumakas, I Vlahavas
Hellenic conference on Artificial Intelligence, 2008
2782008
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
1442016
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
1372009
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
1322014
Dealing with Concept Drift and Class Imbalance in Multi-label Stream Classification
E Spyromitros-Xioufis, M Spiliopoulou, G Tsoumakas, I Vlahavas
IJCAI, 2011
1002011
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
88*2011
Multi-Label Classification Methods for Multi-Target Regression
E Spyromitros-Xioufis, G Tsoumakas, W Groves, I Vlahavas
arXiv preprint arXiv:1211.6581v1, 2012
642012
Multi-Target Regression via Random Linear Target Combinations
G Tsoumakas, E Spyromitros-Xioufis, A Vrekou, I Vlahavas
ECML PKDD 2014, 2014
522014
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
382016
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
312018
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
292012
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
282015
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
172018
SocialSensor: Finding Diverse Images at MediaEval 2013
D Corney, C Martin, A Göker, E Spyromitros-Xioufis, S Papadopoulos, ...
MediaEval 2013 Multimedia Benchmark Workshop, 2013
122013
SocialSensor: Finding Diverse Images at MediaEval 2014
E Spyromitros-Xioufis, S Papadopoulos, Y Kompatsiaris, I Vlahavas
MediaEval 2014 Multimedia Benchmark Workshop, 2014
102014
Toward an automatic evaluation of retrieval performance with large scale image collections
A Popescu, E Spyromitros-Xioufis, S Papadopoulos, H Le, IK Borgne
Proceedings of the ACM Multimedia 2015 Workshop on Community-Organized …, 2015
92015
Social Multimedia Crawling and Search
S Papadopoulos, E Schinas, T Mironidis, K Iliakopoulou, ...
IEEE Computer Society Special Technical Community on Social Networking E …, 2013
92013
CERTH at MediaEval Placing Task 2013
G Kordopatis-Zilos, E Spyromitros-Xioufis, S Papadopoulos, ...
MediaEval 2013 Multimedia Benchmark Workshop, 2013
72013
Multi-label Learning Approaches for Music Instrument Recognition
E Spyromitros-Xioufis, G Tsoumakas, I Vlahavas
International Symposium on Methodologies for Intelligent Systems, 734-743, 2011
72011
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Articles 1–20