Grigorios Tsoumakas

Department of Informatics
Aristotle University of Thessaloniki
54124 Thessaloniki – Greece

Tel: +30 2310 998887
E-mail: greg@csd.auth.gr

My Data Mining Haiku

voting and stacking, 
bagging, boosting, random forests 
error below zero

Winner of the 2nd Data Mining Haiku Competition of KDNuggets

Short CV

Grigorios Tsoumakas is an Associate Professor of Machine Learning and Knowledge Discovery at the School of Informatics of the Aristotle University of Thessaloniki (AUTH) in Greece. He received a degree in Computer Science from AUTH in 1999, an MSc in Artificial Intelligence from the University of Edinburgh, United Kingdom, in 2000 and a PhD in computer science from AUTH in 2005. His research expertise focuses on supervised learning techniques (ensemble methods, multi-target prediction) and text mining (semantic indexing, keyphrase extraction, summarization). He has published more than 100 research papers and according to Google Scholar he has more than 13,000 citations and an h-index of 44. Dr. Tsoumakas is a senior member of the ACM and an action editor of the Data Mining and Knowledge Discovery journal. His honors include receiving the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) 10-Year Test of Time Award in 2017. He is an advocate of applied research that matters and has worked as a machine learning and data mining developer, researcher and consultant in several national and private sector funded R&D projects. In February 2019, he co-founded Medoid AI, a company developing custom AI solutions based on machine learning technology.

Extensive CV

In the (Greek) News

Other

Publications and Citations

See my profile at Google Scholar and at Semantic Scholar. See also our local publications database.