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) KompatsiarisDirector, 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 KrasanakisPostDoc reseacher, CERTH-ITIVerified email at iti.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
Stavros VologiannidisDepartment of Computer, Informatics and Telecommunications Engineering, International HellenicVerified email at ihu.gr
Konstantinos DiamantarasProfessor, Department of Information and Electronic Engineering, International Hellenic UniversityVerified email at ihu.gr
Stavros DoropoulosDataScoutingVerified email at datascouting.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

Eleftherios Spyromitros-Xioufis

Machine Learning Scientist, Expedia Group

Verified email at expediagroup.com

Machine Learning Multi-label Classification Natural Language Processing


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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	971	2011
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	384	2016
An Empirical Study of Lazy Multilabel Classification Algorithms E Spyromitros-Xioufis, G Tsoumakas, I Vlahavas Hellenic conference on Artificial Intelligence, 2008	378*	2008
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	186	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	176	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	162	2014
Dealing with Concept Drift and Class Imbalance in Multi-label Stream Classification E Spyromitros-Xioufis, M Spiliopoulou, G Tsoumakas, I Vlahavas IJCAI, 2011	136	2011
Multi-Label Classification Methods for Multi-Target Regression E Spyromitros-Xioufis, G Tsoumakas, W Groves, I Vlahavas arXiv preprint arXiv:1211.6581v1, 2012	111	2012
Multi-Target Regression via Random Linear Target Combinations G Tsoumakas, E Spyromitros-Xioufis, A Vrekou, I Vlahavas ECML PKDD 2014, 2014	104	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	98*	2011
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	60	2019
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	60	2016
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	45	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	40	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

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