Publications

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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.
Androutsopoulos, I., G. Paliouras, and E. Michelakis, Learning to filter unsolicited commercial e-mail, : " DEMOKRITOS", National Center for Scientific Research, 2004.
Androutsopoulos, I., G. Paliouras, V. Karkaletsis, G. Sakkis, C. D. Spyropoulos, and P. Stamatopoulos, "Learning to filter spam e-mail: A comparison of a naive bayesian and a memory-based approach", arXiv preprint cs/0009009, 2000.
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., V. Karkaletsis, and C. D. Spyropoulos, "Learning rules for large vocabulary word sense disambiguation", IJCAI, pp. 674–681, 1999.
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.
Krithara, A., M. R. Amini, C. Goutte, and J-M. Renders, "Learning aspect models with partially labeled data", Pattern Recognition Letters, vol. 32, no. 2: Elsevier, pp. 297–304, 2011.
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.