Eleftherios Spyromitros-Xioufis

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Ioannis VlahavasProfessor of Computer Science, Aristotle University of Thessaloniki, GreeceVerified email at csd.auth.gr
Grigorios TsoumakasAristotle University of ThessalonikiVerified email at csd.auth.gr
Ioannis (Yiannis) KompatsiarisSenior Researcher, Information Technologies Institute, CERTHVerified email at iti.gr
Symeon PapadopoulosInformation Technologies Institute (ITI)Verified email at iti.gr
William GrovesUniversity of MinnesotaVerified email at cs.umn.edu
Adrian PopescuCEA LIST, FranceVerified email at cea.fr
Emmanouil KrasanakisPhD Student, Aristotle University of ThessalonikiVerified email at issel.ee.auth.gr
Vasileios MezarisResearch Director at CERTH-ITIVerified email at iti.gr
Anastasios (Tassos) DimouPost Doctoral Researcher, CERTH-ITIVerified email at iti.gr
Myra SpiliopoulouProfessor in Computer Science, Otto-von-Guericke University MagdeburgVerified email at ovgu.de
Stefanos VrochidisInformation Technologies Institute - Centre for Research and Technology HellasVerified email at iti.gr
Anastasia MoumtzidouCERTH / ITIVerified email at iti.gr
Polychronis CharitidisDataScoutingVerified email at datascouting.com
Konstantinos SechidisNovartisVerified email at novartis.com
Alexandru Lucian GinscaBearingPoint, FranceVerified email at bearingpoint.com
Marina RigaPhD in Computational IntelligenceVerified email at isag.meng.auth.gr
Prof. Ilias StavrakasProfessor at Department of Electrical and Electronics Eng., University of West AtticaVerified email at uniwa.gr
George HloupisUniversity of West AtticaVerified email at uniwa.gr
Philipp SchneiderNorwegian Institute for Air Research (NILU)Verified email at nilu.no
Stavros VologiannidisDepartment of Computer, Informatics and Telecommunications Engineering, International HellenicVerified email at ihu.gr

Eleftherios Spyromitros-Xioufis

Machine Learning Scientist, Expedia Group

Verified email at expedia.com

Machine Learning Multi-label Classification Natural Language Processing Image Retrieval Data Stream Classification


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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	882	2011
An Empirical Study of Lazy Multilabel Classification Algorithms E Spyromitros-Xioufis, G Tsoumakas, I Vlahavas Hellenic conference on Artificial Intelligence, 2008	344*	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	279	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	170	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	154	2014
Dealing with Concept Drift and Class Imbalance in Multi-label Stream Classification E Spyromitros-Xioufis, M Spiliopoulou, G Tsoumakas, I Vlahavas IJCAI, 2011	121	2011
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	94*	2011
Multi-Label Classification Methods for Multi-Target Regression E Spyromitros-Xioufis, G Tsoumakas, W Groves, I Vlahavas arXiv preprint arXiv:1211.6581v1, 2012	93	2012
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	83	2018
Multi-Target Regression via Random Linear Target Combinations G Tsoumakas, E Spyromitros-Xioufis, A Vrekou, I Vlahavas ECML PKDD 2014, 2014	81	2014
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	50	2016
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	35	2015
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	32	2018
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	31	2019
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
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
Perceived versus Actual Predictability of Personal Information in Social Networks E Spyromitros-Xioufis, G Petkos, S Papadopoulos, R Heyman, ...	10	2016
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	9	2018
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	9	2015

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