Publications
]
CS: Machine Learning and its Applications,
: Springer-Verlag, Heidelberg, 2001.
"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.
"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.
"A memory-based approach to anti-spam filtering for mailing lists",
Information retrieval, vol. 6, no. 1: Springer, pp. 49–73, 2003.
"Learning to filter spam e-mail: A comparison of a naive bayesian and a memory-based approach",
arXiv preprint cs/0009009, 2000.
"Learning aspect models with partially labeled data",
Pattern Recognition Letters, vol. 32, no. 2: Elsevier, pp. 297–304, 2011.
"Expert and community based style advice",
Expert Systems with Applications, vol. 39, no. 12: Elsevier, pp. 10647–10655, 2012.
"An evaluation of naive bayesian anti-spam filtering",
arXiv preprint cs/0006013, 2000.
"Ellogon: A new text engineering platform",
arXiv preprint cs/0205017, 2002.
"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.
"Discovering user communities on the Internet using unsupervised machine learning techniques",
Interacting with Computers, vol. 14, no. 6: Elsevier, pp. 761–791, 2002.
"A cognitive framework for robot guides in art collections",
Universal Access in the Information Society, vol. 10, no. 2: Springer, pp. 179–193, 2011.
"Adaptive Event Recognition with the use of Limited Training Data",
Recent Advances in Information Science and Technology, NE Mastorakis (ed.), pp. 225–232, 1998.
"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.
"Spam filtering with naive bayes-which naive bayes?",
CEAS, pp. 27–28, 2006.
"Similarity-based user identification across social networks",
International Workshop on Similarity-Based Pattern Recognition: Springer, 2015.
"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 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 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.
"Modeling user networks in recommender systems",
Semantic Media Adaptation and Personalization, 2008. SMAP'08. Third International Workshop on: IEEE, pp. 106–111, 2008.
"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 rules for large vocabulary word sense disambiguation",
IJCAI, pp. 674–681, 1999.