Publications
"Learning rules for large vocabulary word sense disambiguation",
IJCAI, pp. 674–681, 1999.
"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.
Learning to filter unsolicited commercial e-mail,
: " DEMOKRITOS", National Center for Scientific Research, 2004.
"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.
"A memory-based approach to anti-spam filtering for mailing lists",
Information retrieval, vol. 6, no. 1: Springer, pp. 49–73, 2003.
"Modeling user networks in recommender systems",
Semantic Media Adaptation and Personalization, 2008. SMAP'08. Third International Workshop on: IEEE, pp. 106–111, 2008.
"On the need to bootstrap ontology learning with extraction grammar learning",
Conceptual Structures: Common Semantics for Sharing Knowledge: Springer, pp. 119–135, 2005.
"PNS: A personalized news aggregator on the web",
Intelligent interactive systems in knowledge-based environments: Springer, pp. 175–197, 2008.
"PNS: Personalized multi-source news delivery",
Knowledge-Based Intelligent Information and Engineering Systems: Springer, pp. 1152–1161, 2006.
"Predicting the evolution of communities in social networks",
Proceedings of the 5th International Conference on Web Intelligence, Mining and Semantics: ACM, 2015.
"Predicting the evolution of communities in social networks using structural and temporal features",
12th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP), 2017: IEEE, 2017.
"Predicting the Evolution of Communities with Online Inductive Logic Programming",
Proceedings of 25th International Symposium on Temporal Representation and Reasoning (TIME), 2018.
"Similarity-based user identification across social networks",
International Workshop on Similarity-Based Pattern Recognition: Springer, 2015.
"Spam filtering with naive bayes-which naive bayes?",
CEAS, pp. 27–28, 2006.
"Stacking classifiers for anti-spam filtering of e-mail",
arXiv preprint cs/0106040, 2001.
"Statistical and learning approaches to nonlinear modeling of labour force participation",
Neural Network World, vol. 9: THE IDG COMPANY, CZECHOSLOVAKIA, pp. 341–364, 1999.
"TL-PLSA: Transfer learning between domains with different classes",
Data Mining (ICDM), 2013 IEEE 13th International Conference on: IEEE, pp. 419–427, 2013.
"Tweet Type, Location and Popularity: Case Study Hurricane Sandy",
KDD-LESI 2014: Proceedings of the 1st KDD Workshop on Learning about Emergencies from Social Information at KDD’14, pp. 34–38, 2014.
User Community Discovery,
: Springer, 2015.
"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.