| RSCTC’2010 discovery challenge: Mining DNA microarray data for medical diagnosis and treatment M Wojnarski, A Janusz, HS Nguyen, J Bazan, CJ Luo, Z Chen, F Hu, ... Rough Sets and Current Trends in Computing: 7th International Conference …, 2010 | 43 | 2010 |
| Ensemble approach for the classification of imbalanced data V Nikulin, GJ McLachlan, SK Ng AI 2009: Advances in Artificial Intelligence: 22nd Australasian Joint …, 2009 | 38 | 2009 |
| A very fast algorithm for matrix factorization V Nikulin, TH Huang, SK Ng, SI Rathnayake, GJ McLachlan Statistics & probability letters 81 (7), 773-782, 2011 | 30 | 2011 |
| Classification of imbalanced data with random sets and mean-variance filtering V Nikulin International Journal of Data Warehousing and Mining (IJDWM) 4 (2), 63-78, 2008 | 29 | 2008 |
| Classification of imbalanced marketing data with balanced random sets V Nikulin, GJ McLachlan KDD-Cup 2009 Competition, 89-100, 2009 | 25 | 2009 |
| Threshold-based clustering with merging and regularization in application to network intrusion detection V Nikulin Computational statistics & data analysis 51 (2), 1184-1196, 2006 | 25 | 2006 |
| Prediction of the shoppers loyalty with aggregated data streams V Nikulin Journal of Artificial Intelligence and Soft Computing Research 6 (2), 69-79, 2016 | 24 | 2016 |
| Unsupervised dimensionality reduction via gradient-based matrix factorization with two adaptive learning rates V Nikulin, TH Huang Proceedings of ICML workshop on unsupervised and transfer learning, 181-194, 2012 | 19 | 2012 |
| Web-mining with wilcoxon-based feature selection, ensembling and multiple binary classifiers V Nikulin Proceedings of the ECML/PKDD, 87-100, 2010 | 16 | 2010 |
| On the Evaluation of the Homogeneous Ensembles with CV-passports V Nikulin, A Bakharia, TH Huang Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2013 …, 2013 | 15 | 2013 |
| On a general method for matrix factorisation applied to supervised classification V Nikulin, GJ McLachlan 2009 IEEE International Conference on Bioinformatics and Biomedicine …, 2009 | 12 | 2009 |
| Parametric model-based clustering V Nikulin, AJ Smola Data Mining, Intrusion Detection, Information Assurance, and Data Networks …, 2005 | 12 | 2005 |
| Penalized principal component analysis of microarray data V Nikulin, GJ McLachlan International meeting on computational intelligence methods for …, 2009 | 11 | 2009 |
| Driving style identification with unsupervised learning V Nikulin International Conference on Machine Learning and Data Mining in Pattern …, 2016 | 10 | 2016 |
| Hybrid recommender system for prediction of the Yelp users preferences V Nikulin Advances in Data Mining. Applications and Theoretical Aspects: 14th …, 2014 | 10 | 2014 |
| Learning with mean-variance filtering, SVM and gradient-based optimization V Nikulin The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006 | 9 | 2006 |
| A note on nonuniform CLT-bounds V Nikulin, L Paditz 7th Vilnius Conference on Prob. Theory, Abstracts, 358-359, 1998 | 8 | 1998 |
| Detection of abnormalities in driving style based on moving object trajectories without labels TH Huang, V Nikulin, LB Chen 2016 5th IIAI International Congress on Advanced Applied Informatics (IIAI …, 2016 | 7 | 2016 |
| Strong consistency of the prototype based clustering in probabilistic space. V Nikulin J. Mach. Learn. Res. 16 (1), 775-785, 2015 | 7 | 2015 |
| Identifying fiber bundles with regularised к-means clustering applied to the grid-based data V Nikulin, GJ McLachlan The 2010 International Joint Conference on Neural Networks (IJCNN), 1-8, 2010 | 7 | 2010 |
