National Technical University of Athens
Department of Computer Science
NLP Laboratory
Prof. Yannis Maistros
Tel +302107721536 kfragos@ece.ntua.gr
Dr. Kostas Fragos' Home Page
Links
Current Position: Associate Researcher in Natural Language Processing Laboratory
PhD Degree on Statistical Natural Language Processing at NTUA, (Oct 2005)
MSc. on Electronic Automation, University of Athens (Feb 1997)
BSc. Computer Science, University of Athens (Sep 1993)
BSc. Mathematics, University of Athens (Jun 1985)
Statistical Natural Language Processing, Statistics, Signal Processing, Neural networks
Recent Publications
SF-HME system: A Hierarchical Mixtures-of-Experts classification system for spam filtering. Petros Belsis, Kostas Fragos, Stefanos Gritzalis, Christos Skourlas. To be appeared In 21st ACM Symposium on Applied Conference 23-27 April 2006, Dijon, France
A X2-Weighted Maximum Entropy Model for Text Classification, K. Fragos, I. Maistros, C. Skourlas. In Proceedings of 2nd International Conference On Natural Language Understanding and Cognitive Science, Miami, Florida: 22-23 May 2005.
Using Conditional Probabilities of Weighted Terms for a Lexicon Based Sense Disambiguation System, K. Fragos, I. Maistros, C. Skourlas. In Proceedings of 3rd WSEAS Conference in Informatics, Malta, June 2003
Using Wordnet Lexical Database and Internet to Disambiguate Word Senses, K. Fragos, I. Maistros, C. Skourlas. In Proceedings of 9th Panhellenic Conference in Informatics, Thessaloniki Greece, 20-22 Oct. 2003
Word Sense Disambiguation using WordNet relations, K. Fragos, I. Maistros, C. Skourlas. In Proceedings of 1st Balkan Conference in Iformatics, Thessaloniki Greece 20-22 Oct. (2003).
Journals
K. Fragos, I. Maistros. A Goodness of Fit Test Approach in Information Retrieval. To be appeared in the coming issue of the journal of “Information Retrieval”.
K. Fragos, I. Maistros. Distributional Analysis of Related Synsets in WordNet for a Word Sense Disambiguation Task. In International Journal of Artificial Intelligence Tools, Vol. 14, No. 6 (2005) 919-934.
My PhD Dissertation (in Greek Language)
Projects
"Σχηματοποίηση ΕΠΕΤ ΙΙ" EΜΠ www.ilsp.gr/sximat.html (2001-2002)
"Multilingual Images", Institute of Language Systems Processing (ilsp) 2003
"Αξιοποίηση των Τεχνολογιών της Πληροφορίας και των Επικοινωνιών στην Εκπαίδευση"
Κοινωνία της Πληροφορίας, Γ' Κοινοτικό Πλαίσιο Στήριξης (2002-2003)
"Education and Initial Vocational Training Program – Archimedes" TEIA 2003-2005
Last Updated October 2005