George Tsatsaronis

Publications

Edited Volumes

• George Paliouras, Constantine Spyropoulos and George Tsatsaronis (Eds) "Knowledge-Driven Multimedia Information Extraction and Ontology Evolution", Springer Verlag, volume 6050.
Released on May 13, 2011

Journals

• Maria Halkidi, Diomidis Spinellis, George Tsatsaronis, and Michalis Vazirgiannis, "Data Mining in Software Engineering", Intelligent Data Analysis Journal (IDA), 2011, vol. 15(3), pp. 413-441.

• George Tsatsaronis, Iraklis Varlamis, and Michalis Vazirgiannis, "Text Relatedness Based on a Word Thesaurus", Journal of Artificial Intelligence Research (JAIR), 2010, vol. 37, pp. 1-39.

Book Chapters

• Georgios Paliouras, Constantine D. Spyropoulos, George Tsatsaronis, "Bootstrapping Ontology Evolution with Multimedia Information Extraction", Book Chapter, pp. 1-17, Springer, vol. 6050, "Knowledge-Driven Multimedia Information Extraction and Ontology Evolution".

• Lecture Notes in Computer Science, Springer Verlag, vol. 4289, "Semantics, Web, and Mining", (Ed.): M. Ackerman, B. Berendt, M. Grobelnik, A. Hotho, D. Mladenic, G. Semeraro, M. Spiliopoulou, G. Stumme, V. Svatek, M. van Someren, 2005, "Introducing Semantics in Web Personalization: The role of Ontologies", pp. 147-162, with M. Eirinaki, D. Mavroeidis and M. Vazirgiannis.

• Knowledge Mining Springer Verlag, Series: Studies in Fuziness and Soft Computing, (Ed.): S. Sirmakessis, 2005, "Semantic Distances for Sets of Senses and Applications in Word Sense Disambiguation", pp. 91-105, with D. Mavroeidis and M. Vazirgiannis.

Conferences

• G. Tsatsaronis, I. Varlamis, S. Torge, M. Reimann, K. Nørvåg, M. Schroeder and M. Zschunke, "How to Become a Group Leader? or Modelling Author Types based on Graph Mining", International Conference on Theory and Practice of Digital Libraries (TPDL 2011), September 2011, Berlin, Germany.

• G. Tsatsaronis, N. Macari, S. Torge, H. Dietze and M. Schroeder, "A Maximum Entropy Approach for Accurate Document Annotation in the Biomedical Domain", ISMB/ECCB BioOntologies Special Interest Group 2011 (BioOntologies 2011), July 2011, Vienna, Austria.

• G. Tsatsaronis, "An Experimental Study on Syntactic and Semantic Annotations in Text Retrieval", CIKM 2011 Workshop on Exploiting Semantic Annotations (CIKM ESAIR 2011), October 2011, Glasgow, UK.

• G. Tsatsaronis, M. Reimann, I. Varlamis, O. Gkorgkas and K. Nørvåg, "Efficient Community Detection Using Power Graph Analysis", CIKM 2011 Workshop on Large-Scale and Distributed Systems for Information Retrieval (CIKM LSDS-IR 2011), October 2011, Glasgow, UK.

• Jamal Abdul Nasir, Asim Karim, G. Tsatsaronis, and I. Varlamis, "A Knowledge-based Semantic Kernel for Text Classification", 18th International Symposium on String Processing and Information Retrieval (SPIRE 2011), October 2011, Pisa, Italy.

• R. Neumayer, G. Tsatsaronis and K. Nørvåg, "TRUMIT: A Tool to Support Large-Scale Mining of Text Association Rules", 2011 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2011), September 2011, Athens, Greece.

• I. Varlamis and G. Tsatsaronis, "Visualizing Bibliographic Databases as Graphs and Mining Potential Research Synergies", 2011 International Conference on Social Networks Analysis and Mining (ASONAM 2011), July 2011, Taiwan.

• G. Tsatsaronis, I. Varlamis and K. Nørvåg, "SemanticRank: Ranking Keywords and Sentences Using Semantic Graphs", 23rd International Conference on Computational Linguistics (COLING 2010), August 2010, Beijing, China.

• G. Tsatsaronis, I. Varlamis and K. Nørvåg, "An Experimental Study on Unsupervised Graph-based Word Sense Disambiguation", 11th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2010), pp. 184-198, March 2010, Iasi, Romania.
BEST PAPER AWARD and BEST PRESENTATION AWARD.

• K. Papantoniou, G. Tsatsaronis and G. Paliouras, "KDTA: Automated Text Annotation with Knowledge-Driven Text Analysis", 2010 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2010), September 2010, Barcelona, Spain.

• E. Zavitsanos, G. Tsatsaronis, I. Varlamis and G. Paliouras, "Scalable Semantic Annotation of Text Using Lexical and Web Resources", 6th Hellenic Conference on Artificial Intelligence (SETN 2010), May 2010, Athens, Greece.

• G. Tsatsaronis, I. Varlamis, A. Giannakopoulos, and N. Kanellopoulos, "Identifying Free Text Plagiarism Based on Semantic Similarity", 4th International Conference on Plagiarism Detection, July 2010, Newcastle, UK.

• G. Tsatsaronis, I. Varlamis, S. Stamou, K. Nørvåg and M. Vazirgiannis, "Semantic Relatedness Hits Bibliographical Data", 11th ACM International Workshop on Web Information and Data Management (WIDM 2009), November 2 2009, HongKong, China.

• G. Tsatsaronis, I. Varlamis, M. Vazirgiannis and K. Nørvåg, "Omiotis: A Thesaurus-based Measure of Text Relatedness", 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2009), pp. 742-745, September 7-11 2009, Bled, Slovenia.

• G. Tsatsaronis and V. Panagiotopoulou, "A Generalized Vector Space Model for Text Retrieval Based on Semantic Relatedness", 12th Conference of the European Chapter of the Association for Computational Linguistics, Student Research Workshop (EACL 2009), March 30 - April 3 2009, Athens, Greece.

• G. Tsatsaronis, M. Halkidi, E.M. Giakoumakis, "Quality Classifiers for Open Source Software Repositories", AIAI 2009 2nd Artificial Intelligence Techniques in Software Engineering Workshop, April 22-23, 2009, Thessaloniki, Greece.

• G. Tsatsaronis, I. Varlamis and M. Vazirgiannis, "Word Sense Disambiguation with Semantic Networks", 11th International Conference on Text, Speech and Dialogue (TSD 2008), pp. 219-226, 8-12 September 2008, Brno, Czech Republic.

• G. Tsatsaronis, M. Vazirgiannis and I. Androutsopoulos, "Word Sense Disambiguation with Spreading Activation Networks Generated from Thesauri", 20th International Joint Conference in Artificial Intelligence, (IJCAI 2007), pp. 1725-1730, 6-12 January 2007, Hyderabad, India.

• N. Zotos, P. Tzekou, G. Tsatsaronis, L. Kozanidis, S. Stamou and I. Varlamis, "To Click or not to Click? The Role Of Contextualized and User-Centric Web Snippets", SIGIR 2007 Workshop on Focused Retrieval, July 27, 2007, Amsterdam, The Netherlands.

• D. Mavroeidis, G. Tsatsaronis, M. Vazirgiannis, M. Theobald and G. Weikum, "Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification", 2005 European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2005), pp. 181-192, 3-7 October 2005, Porto, Portugal.

• G. Tsatsaronis, R. Pitkanen and M. Vazirgiannis, "Clustering for Ontology Evolution", 29th Annual Conference of the German Classification Society (GfKl 2005), p. 167, 9-11 March, Magdeburg, Germany.

• D. Mavroeidis, G. Tsatsaronis and M. Vazirgiannis, "Semantic Distances for Sets of Senses and Applications in Word Sense Disambiguation", NEMIS, 3rd International Workshop in Text Mining and its Applications, 25 October 2004, Athens, Greece in Knowledge Mining Springer Verlag, Series: Studies in Fuziness and Soft Computing, S. Sirmakessis (Ed.), 2005, pp. 91-105.

PhD Thesis

• G. Tsatsaronis, "Word Sense Disambiguation and Text Relatedness based on Word Thesauri.", PhD Thesis, Department of Informatics, Athens University of Economics and Business, May 2009.

MSc Thesis

• G. Tsatsaronis, "Atlantis: A Layered Architecture for Post Retrieval Analysis.", MSc in Advanced Computing, Imperial College, University of London, September 2003.

Technical Reports

• M. Vazirgiannis, M. Halkidi, G. Tsatsaronis and E. Vrachnos, "Recent Advances on Pattern Representation and Management" PANDA Technical Report TR-2003-04, December 2003.

• M. Vazirgiannis, M. Halkidi, G. Tsatsaronis and E. Vrachnos, "A Survey on Pattern Application Domains and Pattern Management Approaches", PANDA Technical Report TR-2003-01, February 2003.

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