Athanasios N. Nikolakopoulos, Ph.D.

Welcome

I'm Thanos, a Research Associate of the Digital Technology Center (DTC) at the University of Minnesota in the Twin Cities of Minneapolis and Saint Paul, where I am working (primarily) with Prof. Georgios B. Giannakis and Prof. George Karypis.
My research interests span the areas of Graph Mining and Network Science, Recommender Systems, Machine Learning, Statistical Signal Processing and High-Performance Computing. Within these fields my work focuses at developing novel algorithms and models as well as useful software tools to tackle challenging real-world problems.

News

Selected Publications

Nikolakopoulos AN, Kalantzis V, Gallopoulos E and Garofalakis JD (2017), "Factored Proximity Models for Top-N Recommendations", In 2017 IEEE International Conference on Big Knowledge, ICBK 2017, pp. 80-87. IEEE, 2017. (Best Paper Award)
Nikolakopoulos AN, Korba A and Garofalakis JD (2016), "Random surfing on multipartite graphs", In 2016 IEEE International Conference on Big Data, BigData 2016, Washington DC, USA, December 5-8, 2016. , pp. 736-745.
Nikolakopoulos AN, Kouneli MA and Garofalakis JD (2015), "Hierarchical Itemspace Rank: Exploiting hierarchy to alleviate sparsity in ranking-based recommendation", Neurocomputing. Vol. 163, pp. 126-136.
Nikolakopoulos AN and Garofalakis JD (2013), "NCDawareRank: a novel ranking method that exploits the decomposable structure of the web", In Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013. , pp. 143-152.

Professional Activities

Program Committee Member: ACM RecSys 2018, SIAM SDM 2018, PAKDD 2018, MACIS 2018
Journal Reviewer: IEEE TKDE, Neurocomputing.

Education

PhD in Computer Engineering and Informatics

MSc in Computer Science and Technology

Engineering Diploma (5-year program, M.Eng.) in Computer Engineering and Informatics

Updated: February, 17, 2018