NRC Publications Archive - "Guo, Hongyu"

Iterative classification for multiple target attributes

Wed, 13 Mar 2013 18:09:52 +0000

Iterative classification for multiple target attributes
Guo, Hongyu; Létourneau, Sylvain
Journal of Intelligent Information Systems, ISSN: 0925-9902, 40 (2), 2013-04-01, p. 283-305

Transductive relational classification in the co-training paradigm

Wed, 15 Aug 2012 00:00:05 +0000

Transductive relational classification in the co-training paradigm
Ceci, Michelangelo; Appice, Annalisa; Viktor, Herna L.; Malerba, Donato; Paquet, Eric; Guo, Hongyu
Machine Learning and Data Mining in Pattern Recognition, (8th International Conference on Machine Learning and Data Mining (MLDM) 2012, 13-20 July 2012 Berlin, Germany), 2012-07, p. 11-25

Reducing the size of databases for multirelational classification : a subgraph-based approach

Wed, 13 Feb 2013 14:48:24 +0000

Reducing the size of databases for multirelational classification : a subgraph-based approach
Guo, Hongyu; Viktor, Herna L.; Paquet, Eric
Journal of Intelligent Information Systems, ISSN: 0925-9902, November 2012, 2012-11-29

Learning with aggregation and correlation in the presence of large fluctuations

Thu, 28 Feb 2013 18:08:55 +0000

Learning with aggregation and correlation in the presence of large fluctuations
Paquet, Eric; Viktor, Herna L.; Guo, Hongyu
Proceedings of New Frontiers in Mining Complex Patterns (NFMCP 2012), (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), 2012-09, p. 12-23

Privacy Disclosure and Preservation in Learning with Multi-Relational Databases

Tue, 24 Jan 2012 01:01:27 +0000

Privacy Disclosure and Preservation in Learning with Multi-Relational Databases
Guo, Hongyu; Viktor, Herna L.; Paquet, Eric
Journal of Computing Science and Engineering (JCSE), 5 (3), 2011-11, p. 183-196

To Aggregate or not to aggregate : that is the question

Wed, 21 Sep 2011 00:00:34 +0000

To Aggregate or not to aggregate : that is the question
Paquet, Eric; Viktor, Herna L.; Guo, Hongyu
Proceedings, (ACM SIGMIS International Conference on Knowledge Discovery and Information Retrieval (KDIR), Paris, France, October 26-29, 2011), 2011-11-01

Human body shape prediction and analysis using predictive clustering tree

Tue, 22 Mar 2011 00:07:06 +0000

Human body shape prediction and analysis using predictive clustering tree
Xi, Pengcheng; Guo, Hongyu; Shu, Chang
2011 International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), (International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT 2011): May 16-19, 2011, Hangzhou, China), ISBN: 978-0-7695-4369-7, 2011-07-18, p. 196-203

Privacy leakage in multi-relational learning via unwanted classification models

Tue, 26 Feb 2013 19:32:51 +0000

Privacy leakage in multi-relational learning via unwanted classification models
Guo, Hongyu; Viktor, Herna L.; Paquet, Eric
Proceedings of the 21st Annual International Conference on Computer Science and Software Engineering (CASCON2011), (CASCON 2011 - The 21st Annual International Conference on Computer Science and Software Engineering, 7-10 November 2011, Toronto, Ontario, Canada), 2011, p. 45-59

Identifying and Preventing Data Leakage in Multi-relational Classification

Thu, 07 Apr 2011 19:02:31 +0000

Identifying and Preventing Data Leakage in Multi-relational Classification
Guo, Hongyu; Viktor, Herna L.; Paquet, Eric
2010 IEEE International Conference on Data Mining Workshops, (IEEE International Conference on Data Mining Workshops, Dec 14-17, 2010, Sydney, Australia), 2010-12-17, p. 458-465