Publications

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Paliouras, G., C. Papatheodorou, V. Karkaletsis, and C. D. Spyropoulos, "Clustering the Users of Large Web Sites into Communities.", ICML, pp. 719–726, 2000.
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.
Paliouras, G., V. Karkaletsis, C. Papatheodorou, and C. D. Spyropoulos, Exploiting learning techniques for the acquisition of user stereotypes and communities, : Springer, 1999.
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.
Paliouras, G., V. Karkaletsis, G. Petasis, and C. D. Spyropoulos, "Learning decision trees for named-entity recognition and classification", ECAI Workshop on Machine Learning for Information Extraction, 2000.
Paliouras, G., V. Karkaletsis, and C. D. Spyropoulos, "Learning rules for large vocabulary word sense disambiguation", IJCAI, pp. 674–681, 1999.
Paliouras, G., H. C. Jessen, and UK. Athens, "Statistical and learning approaches to nonlinear modeling of labour force participation", Neural Network World, vol. 9: THE IDG COMPANY, CZECHOSLOVAKIA, pp. 341–364, 1999.
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.
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., 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., C. Papatheodorou, V. Karkaletsis, P. Tzitziras, and C. D. Spyropoulos, "Large-scale mining of usage data on web sites", AAAI Spring Symposium on Adaptive User Interfaces, pp. 92–97, 2000.
Paliouras, G., M. Alexandros, C. Ntoutsis, A. Alexopoulos, and C. Skourlas, "PNS: Personalized multi-source news delivery", Knowledge-Based Intelligent Information and Engineering Systems: Springer, pp. 1152–1161, 2006.
Paliouras, G., and V. Karkaletsis, CS: Machine Learning and its Applications, : Springer-Verlag, Heidelberg, 2001.
Paliouras, G., C. Papatheodorou, V. Karkaletsis, C. Spyropoulos, and V. Malaveta, "Learning user communities for improving the services of information providers", Research and Advanced Technology for Digital Libraries: Springer, pp. 367–383, 1998.
Paliouras, G., V. Karkaletsis, I. Androutsopoulos, and C. D. Spyropoulos, "Learning rules for large-vocabulary word sense disambiguation: a comparison of various classifiers", Natural Language Processing—NLP 2000: Springer, pp. 383–394, 2000.
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., 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.
Paliouras, G., C. D. Spyropoulos, and G. Tsatsaronis, Knowledge-Driven Multimedia Information Extraction and Ontology Evolution, : Springer, 2011.