Publications
]
"Adaptive Event Recognition with the use of Limited Training Data",
Recent Advances in Information Science and Technology, NE Mastorakis (ed.), pp. 225–232, 1998.
"Learning user communities for improving the services of information providers",
Research and Advanced Technology for Digital Libraries: Springer, pp. 367–383, 1998.
"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.
Exploiting learning techniques for the acquisition of user stereotypes and communities,
: Springer, 1999.
"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.
"Learning rules for large vocabulary word sense disambiguation",
IJCAI, pp. 674–681, 1999.
"Statistical and learning approaches to nonlinear modeling of labour force participation",
Neural Network World, vol. 9: THE IDG COMPANY, CZECHOSLOVAKIA, pp. 341–364, 1999.
"Clustering the Users of Large Web Sites into Communities.",
ICML, pp. 719–726, 2000.
"An evaluation of naive bayesian anti-spam filtering",
arXiv preprint cs/0006013, 2000.
"Large-scale mining of usage data on web sites",
AAAI Spring Symposium on Adaptive User Interfaces, pp. 92–97, 2000.
"Learning decision trees for named-entity recognition and classification",
ECAI Workshop on Machine Learning for Information Extraction, 2000.
"Learning rules for large-vocabulary word sense disambiguation: a comparison of various classifiers",
Natural Language Processing—NLP 2000: Springer, pp. 383–394, 2000.
"Learning to filter spam e-mail: A comparison of a naive bayesian and a memory-based approach",
arXiv preprint cs/0009009, 2000.
CS: Machine Learning and its Applications,
: Springer-Verlag, Heidelberg, 2001.
"Stacking classifiers for anti-spam filtering of e-mail",
arXiv preprint cs/0106040, 2001.
"Discovering user communities on the Internet using unsupervised machine learning techniques",
Interacting with Computers, vol. 14, no. 6: Elsevier, pp. 761–791, 2002.
"Ellogon: A new text engineering platform",
arXiv preprint cs/0205017, 2002.
"A memory-based approach to anti-spam filtering for mailing lists",
Information retrieval, vol. 6, no. 1: Springer, pp. 49–73, 2003.
"Web usage mining as a tool for personalization: A survey",
User modeling and user-adapted interaction, vol. 13, no. 4: Springer, pp. 311–372, 2003.
"Enhancing ontological knowledge through ontology population and enrichment",
Engineering knowledge in the age of the Semantic Web: Springer, pp. 144–156, 2004.
"Filtron: A learning-based anti-spam filter",
PROCEEDINGS OF THE 1ST CONFERENCE ON EMAIL AND ANTI-SPAM. MOUNTAIN: Citeseer, 2004.
Learning to filter unsolicited commercial e-mail,
: " DEMOKRITOS", National Center for Scientific Research, 2004.
"On the need to bootstrap ontology learning with extraction grammar learning",
Conceptual Structures: Common Semantics for Sharing Knowledge: Springer, pp. 119–135, 2005.
"PNS: Personalized multi-source news delivery",
Knowledge-Based Intelligent Information and Engineering Systems: Springer, pp. 1152–1161, 2006.
"Spam filtering with naive bayes-which naive bayes?",
CEAS, pp. 27–28, 2006.