Ceci, Michelangelo; Appice, Annalisa; Viktor, Herna L.; Malerba, Donato; Paquet, Eric; Guo, Hongyu, "Transductive relational classification in the co-training paradigm", 8th International Conference on Machine Learning and Data Mining (MLDM) 2012, 13-20 July 2012 Berlin, Germany,
Machine Learning and Data Mining in Pattern Recognition Lecture Notes in Computer Science, p. 11-25, 2012, (
http://dx.doi.org/10.1007/978-3-642-31537-4_2).
Guo, Hongyu; Viktor, Herna L.; Paquet, Eric, "Reducing the size of databases for multirelational classification : a subgraph-based approach",
Journal of Intelligent Information Systems,
November 2012
, 2012, (
http://dx.doi.org/10.1007/s10844-012-0229-0).
Paquet, Eric; Viktor, Herna L.; Guo, Hongyu, "Learning with aggregation and correlation in the presence of large fluctuations", NFMCP 2012 : International Workshop on New Frontiers in Mining Complex Patterns in conjunction with the ECML/PKDD-2012 (European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases), 24-28 September 2012, Bristol, UK, Proceedings of New Frontiers in Mining Complex Patterns (NFMCP 2012), p. 12-23, 2012.
Guo, Hongyu; Viktor, Herna L.; Paquet, Eric, "Privacy Disclosure and Preservation in Learning with Multi-Relational Databases",
Journal of Computing Science and Engineering (JCSE),
5
(3), 2011, (
http://dx.doi.org/10.5626/JCSE.2011.5.3.183).
Paquet, Eric; Viktor, Herna L.; Guo, Hongyu, "To Aggregate or not to aggregate : that is the question", ACM SIGMIS International Conference on Knowledge Discovery and Information Retrieval (KDIR), Paris, France, October 26-29, 2011, Proceedings, 2011.
Xi, Pengcheng; Guo, Hongyu; Shu, Chang, "Human body shape prediction and analysis using predictive clustering tree", International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT 2011): May 16-19, 2011, Hangzhou, China,
2011 International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), p. 196-203, 2011, (
http://dx.doi.org/10.1109/3DIMPVT.2011.32).
Guo, Hongyu; Viktor, Herna L.; Paquet, Eric, "Privacy leakage in multi-relational learning via unwanted classification models", CASCON 2011 - The 21st Annual International Conference on Computer Science and Software Engineering, 7-10 November 2011, Toronto, Ontario, Canada, Proceedings of the 21st Annual International Conference on Computer Science and Software Engineering (CASCON2011), p. 45-59, 2011.
Guo, Hongyu; Viktor, Herna L.; Paquet, Eric, "Identifying and Preventing Data Leakage in Multi-relational Classification", IEEE International Conference on Data Mining Workshops (Sydney, Australia, Dec 14-17, 2010),
2010 IEEE International Conference on Data Mining Workshops, p. 458-465, 2010, (
http://dx.doi.org/10.1109/ICDMW.2010.33).