Vladimir Nikulin

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 7

Top Topics

Moving Object Trajectories

Frequent Closed Itemsets

Unsupervised Learning

Top Venues

PAKDD Workshops

J. Mach. Learn. Res.

Publications

Gulnara Abitova, Ayanbek Serikov, Vladimir Nikulin, Mira Rakhimzhanova, Gulnur Shuteyeva, Korlan Kulniyazova
System for Talent Acquisition: Integrating AI, Automation, and Data Analysis in HR. ICAIIC (2024)
Tian-Hsiang Huang, Vladimir Nikulin, Liang-Bi Chen
Detection of Abnormalities in Driving Style Based on Moving Object Trajectories without Labels. IIAI-AAI (2016)
Vladimir Nikulin
Driving Style Identification with Unsupervised Learning. MLDM (2016)
Vladimir Nikulin
Prediction of the Shoppers Loyalty with Aggregated Data Streams. J. Artif. Intell. Soft Comput. Res. 6 (2) (2016)
Vladimir Nikulin, Tian-Hsiang Huang, Jian-De Lu
Mining Shoppers Data Streams to Predict Customers Loyalty. ISKE (2015)
Vladimir Nikulin
On the method for data streams aggregation to predict shoppers loyalty. IJCNN (2015)
Vladimir Nikulin
Strong consistency of the prototype based clustering in probabilistic space. J. Mach. Learn. Res. 16 (2015)
Vladimir Nikulin
On a solution for the high-dimensionality-small-sample-size regression problem with several different microarrays. Int. J. Data Min. Bioinform. 9 (3) (2014)
Vladimir Nikulin
Hybrid Recommender System for Prediction of the Yelp Users Preferences. ICDM (2014)
Tian-Hsiang Huang, Vladimir Nikulin
Two Algorithms Under Stochastic Gradient Descent Framework for Recommender Systems. PAKDD Workshops (2014)
Vladimir Nikulin, Aneesha Bakharia, Tian-Hsiang Huang
On the Evaluation of the Homogeneous Ensembles with CV-Passports. PAKDD Workshops (2013)
Vladimir Nikulin, Nicoleta Rogovschi, Nistor Grozavu
Incremental learning from several different microarrays. IJCNN (2013)
Vladimir Nikulin
On the Homogeneous Ensembling with Balanced Random Sets and Boosting. RSCTC (2012)
Vladimir Nikulin
On the Homogeneous Ensembling via Balanced Subsets Combined with Wilcoxon-Based Feature Selection. RSCTC (2012)
Vladimir Nikulin, Tian-Hsiang Huang
Unsupervised dimensionality reduction via gradient-based matrix factorization with two adaptive learning rates. ICML Unsupervised and Transfer Learning (2012)
Aneesha Bakharia, Vladimir Nikulin
A nonparametric criterion for the selection of the number of factors and nonnegative extension for gradient-based matrix factorization. IJCNN (2012)
Gulnara Abitova, Vladimir Nikulin, Victor A. Skormin, Mamirbek Beisenbi, Aliya Ainagulova
Control System with High Robust Stability Characteristics Based on Catastrophe Function. ICECCS (2012)
Gulnara Abitova, Vladimir Nikulin
Increasing Product Quality by Implementation of a Complex Automation System for Industrial Processes. CSDM (2011)
Vladimir Nikulin, Tian-Hsiang Huang, Geoffrey J. McLachlan
Classification of High-Dimensional microarray Data with a Two-Step Procedure via a Wilcoxon Criterion and Multilayer Perceptron. Int. J. Comput. Intell. Appl. 10 (1) (2011)
Gulnara Abitova, Mamirbek Beisenbi, Vladimir Nikulin
Design of a control system with high robust stability characteristics. ICUMT (2011)
Vladimir Nikulin
Identifying relationships between drugs and medical conditions: winning experience in the Challenge 2 of the OMOP 2010 Cup CoRR (2011)
Vladimir Nikulin, Geoffrey J. McLachlan
On the Gradient-based Algorithm for Matrix Factorization Applied to Dimensionality Reduction. BIOINFORMATICS (2010)
Vladimir Nikulin, Geoffrey J. McLachlan
Identifying fiber bundles with regularised к-means clustering applied to the grid-based data. IJCNN (2010)
Vladimir Nikulin, Tian-Hsiang Huang, Shu-Kay Ng, Suren I. Rathnayake, Geoffrey J. McLachlan
A Very Fast Algorithm for Matrix Factorization CoRR (2010)
Vladimir Nikulin, Tian-Hsiang Huang, Geoffrey J. McLachlan
A comparative study of two matrix factorization methods applied to the classification of gene expression data. BIBM (2010)
Vladimir Nikulin, Geoffrey J. McLachlan
Penalized Principal Component Analysis of Microarray Data. CIBB (2009)
Vladimir Nikulin, Geoffrey J. McLachlan
Classification of Imbalanced Marketing Data with Balanced Random Sets. KDD Cup (2009)
Vladimir Nikulin, Geoffrey J. McLachlan, Shu-Kay Ng
Ensemble Approach for the Classification of Imbalanced Data. Australasian Conference on Artificial Intelligence (2009)
Vladimir Nikulin
Classification of Imbalanced Data with Random sets and Mean-Variance Filtering. Int. J. Data Warehous. Min. 4 (2) (2008)
Vladimir Nikulin
Random Sets Approach and its Applications. WCCI Causation and Prediction Challenge (2008)
Vladimir Nikulin, Geoffrey J. McLachlan
Merging Algorithm to Reduce Dimensionality in Application to Web-Mining. Australian Conference on Artificial Intelligence (2007)
Vladimir Nikulin
Threshold-based clustering for intrusion detection systems. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security (2006)
Vladimir Nikulin
On the Universal Clustering under a Broad Class of Loss Functions. Int. J. Neural Syst. 16 (5) (2006)
Vladimir Nikulin
Learning with Mean-Variance Filtering, SVM and Gradient-based Optimization. IJCNN (2006)
Vladimir Nikulin
Weighted Threshold-Based Clustering for Intrusion Detection Systems. Int. J. Comput. Intell. Appl. 6 (1) (2006)
Vladimir Nikulin
Dimensional reduction of web traffic data. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security (2006)
Vladimir Nikulin
Universal Clustering with Family of Power Loss Functions in Probabilistic Space. IDEAL (2005)
Vladimir Nikulin, Alexander J. Smola
Universal Clustering with Regularization in Probabilistic Space. MLDM (2005)
Vladimir Nikulin, Alexander J. Smola
Parametric model-based clustering. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security (2005)
Vladimir Nikulin, George Bebis
Multiresolution image retrieval through fusion. Storage and Retrieval Methods and Applications for Multimedia (2004)
Mike Elmore, Victor A. Skormin, Vladimir Nikulin
A Pspice Optimal Design Tool Utilizing Genetic Optimization. Modelling and Simulation (2003)
Vladimir Nikulin
Optimal Periodic Control with Environmental Application. IEA/AIE (Vol. 2) (1998)