Herna Viktor
Herna Viktor
Verified email at uottawa.ca
Title
Cited by
Cited by
Year
Learning from imbalanced data sets with boosting and data generation: the databoost-im approach
H Guo, HL Viktor
ACM Sigkdd Explorations Newsletter 6 (1), 30-39, 2004
6062004
Molecular dynamics, monte carlo simulations, and langevin dynamics: a computational review
E Paquet, HL Viktor
BioMed research international 2015, 2015
692015
Multirelational classification: a multiple view approach
H Guo, HL Viktor
Knowledge and Information Systems 17 (3), 287-312, 2008
482008
Fast hoeffding drift detection method for evolving data streams
A Pesaranghader, HL Viktor
Joint European conference on machine learning and knowledge discovery in …, 2016
462016
SCUT: Multi-class imbalanced data classification using SMOTE and cluster-based undersampling
A Agrawal, HL Viktor, E Paquet
2015 7th International Joint Conference on Knowledge Discovery, Knowledge …, 2015
432015
Long-term preservation of 3-D cultural heritage data related to architectural sites
E Paquet, HL Viktor
Proceedings of the ISPRS Working Group 4, 1-8, 2005
362005
Reduction of symbolic rules from artificial neural networks using sensitivity analysis
HL Viktor, AP Engelbrecht, I Cloete
Proceedings of ICNN'95-International Conference on Neural Networks 4, 1788-1793, 1995
361995
Boosting with data generation: improving the classification of hard to learn examples
H Guo, HL Viktor
International Conference on Industrial, Engineering and Other Applications …, 2004
322004
Learning from imbalanced data using ensemble methods and cluster-based undersampling
P Sobhani, H Viktor, S Matwin
International Workshop on New Frontiers in Mining Complex Patterns, 69-83, 2014
282014
Mining relational databases with multi-view learning
H Guo, HL Viktor
Proceedings of the 4th international workshop on Multi-relational mining, 15-24, 2005
282005
Exploring anthropometric data through cluster analysis
O Abdali, H Viktor, E Paquet, M Rioux
SAE transactions, 241-244, 2004
282004
Long-term digital preservation: preserving authenticity and usability of 3-D data
J Doyle, H Viktor, E Paquet
International journal on digital libraries 10 (1), 33-47, 2009
262009
Measuring to fit: virtual tailoring through cluster analysis and classification
HL Viktor, E Paquet, H Guo
European Conference on Principles of Data Mining and Knowledge Discovery …, 2006
202006
Visualisation of Highly Textured Surfaces.
SF El-Hakim, L Gonzo, M Picard, S Girardi, A Simoni, E Paquet, HL Viktor, ...
VAST, 203-212, 2003
192003
Reservoir of diverse adaptive learners and stacking fast hoeffding drift detection methods for evolving data streams
A Pesaranghader, H Viktor, E Paquet
Machine Learning 107 (11), 1711-1743, 2018
172018
Adjustment of virtual mannequins through anthropometric measurements, cluster analysis, and content-based retrieval of 3-D body scans
E Paquet, HL Viktor
IEEE Transactions on Instrumentation and Measurement 56 (5), 1924-1929, 2007
172007
Use of Performance Metrics to Forecast Success in the National Hockey League.
J Weissbock, H Viktor, D Inkpen
MLSA@ PKDD/ECML, 39-48, 2013
142013
A data warehouse for policy making: a case study
JFF Weilbach, HL Viktor
Proceedings of the 32nd Annual Hawaii International Conference on Systems …, 1999
141999
Long term digital preservation-An end user’s perspective
J Doyle, HL Viktor, E Paquet
2007 2nd International Conference on Digital Information Management 1, 146-151, 2007
132007
Mining relational data through correlation-based multiple view validation
H Guo, HL Viktor
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
132006
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