Eleftherios Spyromitros Xioufis

According to our database, Eleftherios Spyromitros Xioufis authored at least 28 papers between 2008 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Multi-target regression via output space quantization.

Eleftherios Spyromitros Xioufis, Konstantinos Sechidis, Ioannis P. Vlahavas

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Information Theoretic Multi-Target Feature Selection via Output Space Quantization.

Konstantinos Sechidis, Eleftherios Spyromitros Xioufis, Ioannis P. Vlahavas

Entropy, 2019

Design and implementation of an open source Greek POS Tagger and Entity Recognizer using spaCy.

Eleni Partalidou, Eleftherios Spyromitros Xioufis, Stavros Doropoulos, Stavros Vologiannidis, Konstantinos I. Diamantaras

Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

Multi-target feature selection through output space clustering.

Konstantinos Sechidis, Eleftherios Spyromitros Xioufis, Ioannis P. Vlahavas

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

2018

hackAIR: Towards Raising Awareness about Air Quality in Europe by Developing a Collective Online Platform.

Evangelos Kosmidis, Panagiota Syropoulou, Stavros Tekes, Philipp Schneider, Eleftherios Spyromitros Xioufis, Marina Riga, Polychronis Charitidis, Anastasia Moumtzidou, Symeon Papadopoulos, Stefanos Vrochidis, Ioannis Kompatsiaris, Ilias Stavrakas, George Hloupis, Andronikos Loukidis, Konstantinos Kourtidis, Aristeidis K. Georgoulias, Georgia Alexandri

ISPRS Int. J. Geo Inf., 2018

Adaptive Sensitive Reweighting to Mitigate Bias in Fairness-aware Classification.

Emmanouil Krasanakis, Eleftherios Spyromitros Xioufis, Symeon Papadopoulos, Yiannis Kompatsiaris

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Twitter-Based Sensing of City-Level Air Quality.

Polychronis Charitidis, Eleftherios Spyromitros Xioufis, Symeon Papadopoulos, Yiannis Kompatsiaris

Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018

Towards Improved Air Quality Monitoring Using Publicly Available Sky Images.

Eleftherios Spyromitros Xioufis, Anastasia Moumtzidou, Symeon Papadopoulos, Stefanos Vrochidis, Yiannis Kompatsiaris, Aristeidis K. Georgoulias, Georgia Alexandri, Konstantinos Kourtidis

Proceedings of the Multimedia Tools and Applications for Environmental & Biodiversity Informatics, 2018

2017

Tunable Plug-In Rules with Reduced Posterior Certainty Loss in Imbalanced Datasets.

Emmanouil Krasanakis, Eleftherios Spyromitros Xioufis, Symeon Papadopoulos, Yiannis Kompatsiaris

Proceedings of the First International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2017

2016

Τεχνικές μηχανικής μάθησης για πρόβλεψη πολλαπλών μεταβλητών

Eleftherios Spyromitros Xioufis

PhD thesis, 2016

Multi-target regression via input space expansion: treating targets as inputs.

Eleftherios Spyromitros Xioufis, Grigorios Tsoumakas, William Groves, Ioannis P. Vlahavas

Mach. Learn., 2016

Personalized Privacy-aware Image Classification.

Eleftherios Spyromitros Xioufis, Symeon Papadopoulos, Adrian Popescu, Yiannis Kompatsiaris

Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Perceived Versus Actual Predictability of Personal Information in Social Networks.

Eleftherios Spyromitros Xioufis, Georgios Petkos, Symeon Papadopoulos, Rob Heyman, Yiannis Kompatsiaris

Proceedings of the Internet Science - Third International Conference, 2016

2015

Toward an Automatic Evaluation of Retrieval Performance with Large Scale Image Collections.

Adrian Popescu, Eleftherios Spyromitros Xioufis, Symeon Papadopoulos, Hervé Le Borgne, Ioannis Kompatsiaris

Proceedings of the 2015 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions, 2015

Improving Diversity in Image Search via Supervised Relevance Scoring.

Eleftherios Spyromitros Xioufis, Symeon Papadopoulos, Alexandru-Lucian Gînsca, Adrian Popescu, Yiannis Kompatsiaris, Ioannis P. Vlahavas

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

USEMP: Finding Diverse Images at MediaEval 2015.

Eleftherios Spyromitros Xioufis, Adrian Popescu, Symeon Papadopoulos, Ioannis Kompatsiaris

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

2014

A Comprehensive Study Over VLAD and Product Quantization in Large-Scale Image Retrieval.

Eleftherios Spyromitros Xioufis, Symeon Papadopoulos, Yiannis Kompatsiaris, Grigorios Tsoumakas, Ioannis P. Vlahavas

IEEE Trans. Multim., 2014

Multi-target Regression via Random Linear Target Combinations.

Grigorios Tsoumakas, Eleftherios Spyromitros Xioufis, Aikaterini Vrekou, Ioannis P. Vlahavas

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

SocialSensor: Finding Diverse Images at MediaEval 2014.

Eleftherios Spyromitros Xioufis, Symeon Papadopoulos, Yiannis Kompatsiaris, Ioannis P. Vlahavas

Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

2013

CERTH at MediaEval Placing Task 2013.

Giorgos Kordopatis-Zilos, Symeon Papadopoulos, Eleftherios Spyromitros Xioufis, Andreas L. Symeonidis, Yiannis Kompatsiaris

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

SocialSensor: Finding Diverse Images at MediaEval 2013.

David P. A. Corney, Carlos J. Martín, Ayse Göker, Eleftherios Spyromitros Xioufis, Symeon Papadopoulos, Yiannis Kompatsiaris, Luca Maria Aiello, Bart Thomee

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

2012

Multi-Label Classification Methods for Multi-Target Regression

Eleftherios Spyromitros Xioufis, William Groves, Grigorios Tsoumakas, Ioannis P. Vlahavas

CoRR, 2012

An empirical study on the combination of surf features with VLAD vectors for image search.

Eleftherios Spyromitros Xioufis, Symeon Papadopoulos, Ioannis Kompatsiaris, Grigorios Tsoumakas, Ioannis P. Vlahavas

Proceedings of the 13th International Workshop on Image Analysis for Multimedia Interactive Services, 2012

2011

MULAN: A Java Library for Multi-Label Learning.

Grigorios Tsoumakas, Eleftherios Spyromitros Xioufis, Jozef Vilcek, Ioannis P. Vlahavas

J. Mach. Learn. Res., 2011

Multi-label Learning Approaches for Music Instrument Recognition.

Eleftherios Spyromitros Xioufis, Grigorios Tsoumakas, Ioannis P. Vlahavas

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Dealing with Concept Drift and Class Imbalance in Multi-Label Stream Classification.

Eleftherios Spyromitros Xioufis, Myra Spiliopoulou, Grigorios Tsoumakas, Ioannis P. Vlahavas

Proceedings of the IJCAI 2011, 2011

MLKD's Participation at the CLEF 2011 Photo Annotation and Concept-Based Retrieval Tasks.

Eleftherios Spyromitros Xioufis, Konstantinos Sechidis, Grigorios Tsoumakas, Ioannis P. Vlahavas

Proceedings of the CLEF 2011 Labs and Workshop, 2011

2008

An Empirical Study of Lazy Multilabel Classification Algorithms.

Eleftherios Spyromitros Xioufis, Grigorios Tsoumakas, Ioannis P. Vlahavas

Proceedings of the Artificial Intelligence: Theories, 2008