Vladimir Nikulin
Vladimir Nikulin
Professor of Computer Science, Vyatka State University
Verified email at europe.com
TitleCited byYear
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, ...
International Conference on Rough Sets and Current Trends in Computing, 4-19, 2010
372010
Ensemble approach for the classification of imbalanced data
V Nikulin, GJ McLachlan, SK Ng
Australasian Joint Conference on Artificial Intelligence, 291-300, 2009
312009
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
272008
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
252011
Classification of imbalanced marketing data with balanced random sets
V Nikulin, GJ McLachlan
KDD-Cup 2009 Competition, 89-100, 2009
232009
Threshold-based clustering with merging and regularization in application to network intrusion detection
V Nikulin
Computational Statistics & Data Analysis 51 (2), 1184-1196, 2006
192006
Web-mining with wilcoxon-based feature selection, ensembling and multiple binary classifiers
V Nikulin
Proceedings of the ECML/PKDD, 87-100, 2010
162010
Prediction of the shoppers loyalty with aggregated data streams
V Nikulin
Journal of Artificial Intelligence and Soft Computing Research 6 (2), 69-79, 2016
142016
On the Evaluation of the Homogeneous Ensembles with CV-passports
V Nikulin, A Bakharia, TH Huang
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 109-120, 2013
132013
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
132012
On a general method for matrix factorisation applied to supervised classification
V Nikulin, GJ McLachlan
2009 IEEE International Conference on Bioinformatics and Biomedicine …, 2009
122009
Parametric model-based clustering
V Nikulin, AJ Smola
Data Mining, Intrusion Detection, Information Assurance, and Data Networks …, 2005
102005
Penalized principal component analysis of microarray data
V Nikulin, GJ McLachlan
International Meeting on Computational Intelligence Methods for …, 2009
92009
Learning with mean-variance filtering, SVM and gradient-based optimization
V Nikulin
The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006
92006
A note on nonuniform CLT-bounds
V Nikulin, L Paditz
7th Vilnius Conference on Prob. Theory, Abstracts, 358-359, 1998
81998
Hybrid recommender system for prediction of the Yelp users preferences
V Nikulin
Industrial Conference on Data Mining, 85-99, 2014
62014
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
62010
Universal clustering with family of power loss functions in probabilistic space
V Nikulin
International Conference on Intelligent Data Engineering and Automated …, 2005
62005
An algorithm to estimate a nonuniform convergence bound in the central limit theorem
V Nikulin
arXiv preprint arXiv:1004.0552, 2010
52010
Weighted threshold-based clustering for intrusion detection systems
V Nikulin
International Journal of Computational Intelligence and Applications 6 (01 …, 2006
52006
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