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
6592004
Molecular dynamics, monte carlo simulations, and langevin dynamics: a computational review
E Paquet, HL Viktor
BioMed research international 2015, 2015
842015
Fast hoeffding drift detection method for evolving data streams
A Pesaranghader, HL Viktor
Joint European conference on machine learning and knowledge discovery in …, 2016
622016
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
542015
Multirelational classification: a multiple view approach
H Guo, HL Viktor
Knowledge and Information Systems 17 (3), 287-312, 2008
492008
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
472005
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
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
342014
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
332004
Exploring anthropometric data through cluster analysis
O Abdali, H Viktor, E Paquet, M Rioux
SAE transactions, 241-244, 2004
302004
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
292018
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
McDiarmid drift detection methods for evolving data streams
A Pesaranghader, HL Viktor, E Paquet
2018 International Joint Conference on Neural Networks (IJCNN), 1-9, 2018
252018
Mining relational databases with multi-view learning
H Guo, HL Viktor
Proceedings of the 4th international workshop on Multi-relational mining, 15-24, 2005
252005
Visualisation of Highly Textured Surfaces.
SF El-Hakim, L Gonzo, M Picard, S Girardi, A Simoni, E Paquet, HL Viktor, ...
VAST, 203-212, 2003
222003
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
212006
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
Dynamic adaptation of online ensembles for drifting data streams
MK Olorunnimbe, HL Viktor, E Paquet
Journal of Intelligent Information Systems 50 (2), 291-313, 2018
162018
Computational methods for Ab initio molecular dynamics
E Paquet, HL Viktor
Advances in Chemistry 2018, 9839641, 2018
162018
Use of Performance Metrics to Forecast Success in the National Hockey League.
J Weissbock, H Viktor, D Inkpen
MLSA@ PKDD/ECML, 39-48, 2013
162013
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Articles 1–20