Publications

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Georgios Paliouras, Christos Papatheodorou, Vangelis Karkaletsis, Constantine D. Spyropoulos, Discovering user communities on the Internet using unsupervised machine learning techniques, In Interacting with Computers, Oxford Academic, volume 14, (Pages: 761–791), 2002. [url] [doi]

Georgios Sigletos, Georgios Paliouras, Vangelis Karkaletsis, Role Identification from Free Text Using Hidden Markov Models, In 2nd Hellenic Conference on AI: Methods and Applications of Artificial Intelligence (SETN) 2002, Thessaloniki, Greece, April 11-12, (Pages: 167–178), 2002. [url] [doi]

Georgios Petasis, Vangelis Karkaletsis, Georgios Paliouras, Ion Androutsopoulos, Constantine D. Spyropoulos, Ellogon: A New Text Engineering Platform, In 3rd International Conference on Language Resources and Evaluation (LREC) 2002, Las Palmas, Canary Islands, Spain, May 29-31, (Pages: 72-78), 2002. [pdf]

Georgios Petasis, Sergios Petridis, Georgios Paliouras, Vangelis Karkaletsis, Stavros J. Perantonis, Constantine D. Spyropoulos, Symbolic and Neural Learning of Named-Entity Recognition and Classification Systems in Two Languages, Chapter in Advances in Computational Intelligence and Learning: Methods and Applications, International Series in Intelligent Technologies, volume 18, Springer, Dordrecht, (Pages: 193–210), 2002. [url]

Georgios Sakkis, Ion Androutsopoulos, Georgios Paliouras, Vangelis Karkaletsis, Constantine D. Spyropoulos, Panagiotis Stamatopoulos, Stacking Classifiers for Anti-Spam Filtering of E-Mail, In International Conference on Empirical Methods in Natural Language Processing (EMNLP) 2001, Pittsburgh, USA, June 3-4, (Pages: 44-50), 2001. [pdf]

Georgios Petasis, Frantz Vichot, Francis Wolinski, Georgios Paliouras, Vangelis Karkaletsis, Constantine D. Spyropoulos, Using Machine Learning to Maintain Rule-based Named-Entity Recognition and Classification Systems, In 39th Annual Meeting of the Association for Computational Linguistic, Toulouse, France, July 9-11, (Pages: 426–433), 2001. [url]

Hans C. Jessen, Georgios Paliouras, Data Mining in Economics, Finance, and Marketing, In Machine Learning and Its Applications, Advanced Lectures, (Pages: 295–299), 2001. [url] [doi]

Georgios Paliouras, Vangelis Karkaletsis, Constantine D. Spyropoulos (Editors), Machine Learning and Its Applications: Advanced Lectures, Springer, Berlin, Heidelberg, volume 2049, 2001. [url] [doi]

Georgios Sakkis, Georgios Paliouras, Ion Androutsopoulos, Vangelis Karkaletsis, A memory-based approach to anti-spam filtering, NCSR "Demokritos", Technical Report DEMO, 2001. [url]

Dimitrios Pierrakos, Georgios Paliouras, Christos Papatheodorou, Constantine D. Spyropoulos, KOINOTITES: A web usage mining tool for personalization, In Panhellenic Conference on Human Computer Interaction, Patras, Greece, December 7-9, 2001. [pdf]

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