Publications
]
"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.
"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.
"TL-PLSA: Transfer learning between domains with different classes",
Data Mining (ICDM), 2013 IEEE 13th International Conference on: IEEE, pp. 419–427, 2013.
"Statistical and learning approaches to nonlinear modeling of labour force participation",
Neural Network World, vol. 9: THE IDG COMPANY, CZECHOSLOVAKIA, pp. 341–364, 1999.
"Stacking classifiers for anti-spam filtering of e-mail",
arXiv preprint cs/0106040, 2001.
"Spam filtering with naive bayes-which naive bayes?",
CEAS, pp. 27–28, 2006.
"Predicting the Evolution of Communities with Online Inductive Logic Programming",
Proceedings of 25th International Symposium on Temporal Representation and Reasoning (TIME), 2018.
"Predicting the evolution of communities in social networks",
Proceedings of the 5th International Conference on Web Intelligence, Mining and Semantics: ACM, 2015.
"PNS: Personalized multi-source news delivery",
Knowledge-Based Intelligent Information and Engineering Systems: Springer, pp. 1152–1161, 2006.
"PNS: A personalized news aggregator on the web",
Intelligent interactive systems in knowledge-based environments: Springer, pp. 175–197, 2008.
"On the need to bootstrap ontology learning with extraction grammar learning",
Conceptual Structures: Common Semantics for Sharing Knowledge: Springer, pp. 119–135, 2005.
"A memory-based approach to anti-spam filtering for mailing lists",
Information retrieval, vol. 6, no. 1: Springer, pp. 49–73, 2003.
"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.
"Learning user communities for improving the services of information providers",
Research and Advanced Technology for Digital Libraries: Springer, pp. 367–383, 1998.
Learning to filter unsolicited commercial e-mail,
: " DEMOKRITOS", National Center for Scientific Research, 2004.
"Learning to filter spam e-mail: A comparison of a naive bayesian and a memory-based approach",
arXiv preprint cs/0009009, 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 rules for large vocabulary word sense disambiguation",
IJCAI, pp. 674–681, 1999.
"Learning decision trees for named-entity recognition and classification",
ECAI Workshop on Machine Learning for Information Extraction, 2000.
"Large-scale mining of usage data on web sites",
AAAI Spring Symposium on Adaptive User Interfaces, pp. 92–97, 2000.
Knowledge-Driven Multimedia Information Extraction and Ontology Evolution,
: Springer, 2011.
"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.
"Filtron: A learning-based anti-spam filter",
PROCEEDINGS OF THE 1ST CONFERENCE ON EMAIL AND ANTI-SPAM. MOUNTAIN: Citeseer, 2004.
Exploiting learning techniques for the acquisition of user stereotypes and communities,
: Springer, 1999.
"Expert and community based style advice",
Expert Systems with Applications, vol. 39, no. 12: Elsevier, pp. 10647–10655, 2012.