Publications
Below is a list of my publications along with their accompanying documents and media. Also check out my profile at google scholar which contains additional info such as citations to my work.
Peer-Reviewed Journal Articles:


E. Spyromitros-Xioufis, S. Papadopoulos, Y. Kompatsiaris, G. Tsoumakas, I. Vlahavas, "A Comprehensive Study over VLAD and Product Quantization in Large-scale
Image Retrieval", IEEE Transactions on Multimedia, 2014.
[paper]
[supplementary]
[poster] (presented in ICVSS 2013)
[bibtex]

Peer-Reviewed Conference Papers:



A. Popescu, E. Spyromitros-Xioufis, S. Papadopoulos, H. Le Borgne, Y. Kompatsiaris, "Toward an Automatic Evaluation of Retrieval Performance with Large Scale Image Collections", Proc. 2015 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions (MMCommons '15), Brisbane, Australia, October 26-30, 2015.
[paper]
[bibtex]






David Corney, Carlos Martin, Ayse Göker, Eleftherios Spyromitros-Xioufis, Symeon Papadopoulos, Yiannis Kompatsiaris, Luca Aiello, Bart Thomee, "SocialSensor: Finding Diverse Images at MediaEval 2013", Proc. MediaEval 2013 Multimedia Benchmark Workshop, Barcelona, Catalunya, Spain, October 18-19, 2013.
[paper]
[poster]
[slides]
[bibtex]

Giorgos Kordopatis-Zilos, Symeon Papadopoulos, Eleftherios Spyromitros-Xioufis, Andreas L. Symeonidis, Yiannis Kompatsiaris, "CERTH at MediaEval Placing Task 2013", Proc. MediaEval 2013 Multimedia Benchmark Workshop, Barcelona, Catalunya, Spain, October 18-19, 2013.
[paper]
[poster]
[slides]
[bibtex]

E. Spyromitros-Xioufis, S. Papadopoulos, Y. Kompatsiaris, G. Tsoumakas, I. Vlahavas, "An Empirical Study on the Combination of SURF Features with VLAD Vectors for Image Search", Proc. 13th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2012), Dublin, Ireland, 2012.
[paper]
[slides]
[bibtex]

E. Spyromitros-Xioufis, M. Spiliopoulou, G. Tsoumakas, I. Vlahavas, "Dealing with Concept Drift and Class Imbalance in Multi-label Stream Classification", Proc. 22nd International Joint Conference on Artificial Intelligence (IJCAI 2011), Barcelona, Catalonia, Spain, 2011. (acceptance rate 17%)
[paper]
[slides]
[poster]
[videolecture]
[bibtex]

E. Spyromitros-Xioufis, K. Sechidis, G. Tsoumakas, I. Vlahavas, "MLKD's Participation at the CLEF 2011 Photo Annotation and Concept-Based Retrieval Tasks", ImageClef Lab of CLEF 2011 Conference on Multilingual and Multimodal Information Access Evaluation, Amsterdam, Netherlands, 2011.
[paper]
[slides]
[poster]
[bibtex]




Other Publications:



G. Tsoumakas, E. Spyromitros-Xioufis, J. Vilcek, I. Vlahavas, "Mulan: A Java Library for Multi-Label Learning", ICML 2010 Workshop on Machine Learning Open Source Software (MLOSS 2010), Demo/Poster Session, Haifa, Israel, June 2010.
[poster]
[slides]
[videolecture]
Thesis:

"Machine Learning Methods for Predicting Multiple Variables", PhD thesis, School of Informatics, Aristotle University of Thessaloniki, 2016. (in Greek)
[thesis]

"Dealing with Concept Drift and Class Imbalance in Multi-label Stream Classification", Master thesis, School of Informatics, Aristotle University of Thessaloniki, 2011.
[thesis]

"Development of Multi-label Classification Algorithms", Diploma thesis, School of Informatics, Aristotle University of Thessaloniki, 2009. (in Greek)
[thesis]