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Paliouras, G., and D. S. Brée, "Adaptive Event Recognition with the use of Limited Training Data", Recent Advances in Information Science and Technology, NE Mastorakis (ed.), pp. 225–232, 1998.
Katsimpras, G., D. Vogiatzis, and G. Paliouras, "Determining influential users with supervised random walks", Proceedings of the 24th International Conference on World Wide Web: ACM, 2015.
Paliouras, G., C. Papatheodorou, V. Karkaletsis, and C. D. Spyropoulos, "Discovering user communities on the Internet using unsupervised machine learning techniques", Interacting with Computers, vol. 14, no. 6: Elsevier, pp. 761–791, 2002.
Paliouras, G., "Discovery of Web user communities and their role in personalization", User Modeling and User-Adapted Interaction, vol. 22, no. 1-2: Springer, pp. 151–175, 2012.
Michelakis, E., I. Androutsopoulos, G. Paliouras, G. Sakkis, and P. Stamatopoulos, "Filtron: A learning-based anti-spam filter", PROCEEDINGS OF THE 1ST CONFERENCE ON EMAIL AND ANTI-SPAM. MOUNTAIN: Citeseer, 2004.
Paliouras, G., C. Papatheodorou, V. Karkaletsis, C. Spyropoulos, and P. Tzitziras, "From web usage statistics to web usage analysis", Systems, Man, and Cybernetics, 1999. IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on, vol. 2: IEEE, pp. 159–164, 1999.
Paliouras, G., V. Karkaletsis, and C. D. Spyropoulos, "Machine learning for domain-adaptive word sense disambiguation", Proceedings of the Workshop on Adapting Lexical and Corpus Resources to Sublanguages and Applications, International Conference on Language Resources and Evaluation, Granada, Spain: Citeseer, 1998.
Sakkis, G., I. Androutsopoulos, G. Paliouras, V. Karkaletsis, C. D. Spyropoulos, and P. Stamatopoulos, "A memory-based approach to anti-spam filtering for mailing lists", Information retrieval, vol. 6, no. 1: Springer, pp. 49–73, 2003.
Paliouras, G., "On the need to bootstrap ontology learning with extraction grammar learning", Conceptual Structures: Common Semantics for Sharing Knowledge: Springer, pp. 119–135, 2005.
Paliouras, G., A. Mouzakidis, V. Moustakas, and C. Skourlas, "PNS: A personalized news aggregator on the web", Intelligent interactive systems in knowledge-based environments: Springer, pp. 175–197, 2008.