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Guo, H., "Accelerated Continuous Conditional Random Fields for Load Forecasting", IEEE Transactions on Knowledge and Data Engineering, 27 (8), 2015, (http://doi.org/10.1109/TKDE.2015.2399311).
 
Zhu, Xiaodan; Guo, Hongyn; Mohammad, Saif; Kiritchenko, Svetlana, "An empirical study on the effect of negation words on sentiment", 52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014, June 23-25, 2014, Baltimore, Maryland, Annual Meeting of the Association for Computational Linguistics, p. 304-313, 2014.
 
Guo, Hongyu; Létourneau, Sylvain, "Iterative classification for multiple target attributes", Journal of Intelligent Information Systems, 40 (2), 2013, (http://doi.org/10.1007/s10844-012-0224-5).
 
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.
 
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://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://doi.org/10.1007/s10844-012-0229-0).
 
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.
 
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.
 
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://doi.org/10.5626/JCSE.2011.5.3.183).
 
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://doi.org/10.1109/3DIMPVT.2011.32).
 
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://doi.org/10.1109/ICDMW.2010.33).