Vladimir Nikulin

According to our database, Vladimir Nikulin authored at least 44 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

System for Talent Acquisition: Integrating AI, Automation, and Data Analysis in HR.

Gulnara Abitova, Ayanbek Serikov, Vladimir Nikulin, Mira Rakhimzhanova, Gulnur Shuteyeva, Korlan Kulniyazova

Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024

2016

Prediction of the Shoppers Loyalty with Aggregated Data Streams.

Vladimir Nikulin

J. Artif. Intell. Soft Comput. Res., 2016

Driving Style Identification with Unsupervised Learning.

Vladimir Nikulin

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

Detection of Abnormalities in Driving Style Based on Moving Object Trajectories without Labels.

Tian-Hsiang Huang, Vladimir Nikulin, Liang-Bi Chen

Proceedings of the 5th IIAI International Congress on Advanced Applied Informatics, 2016

2015

Strong consistency of the prototype based clustering in probabilistic space.

Vladimir Nikulin

J. Mach. Learn. Res., 2015

Mining Shoppers Data Streams to Predict Customers Loyalty.

Vladimir Nikulin, Tian-Hsiang Huang, Jian-De Lu

Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

On the method for data streams aggregation to predict shoppers loyalty.

Vladimir Nikulin

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

On a solution for the high-dimensionality-small-sample-size regression problem with several different microarrays.

Vladimir Nikulin

Int. J. Data Min. Bioinform., 2014

Two Algorithms Under Stochastic Gradient Descent Framework for Recommender Systems.

Tian-Hsiang Huang, Vladimir Nikulin

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2014

Hybrid Recommender System for Prediction of the Yelp Users Preferences.

Vladimir Nikulin

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2014

2013

On the Evaluation of the Homogeneous Ensembles with CV-Passports.

Vladimir Nikulin, Aneesha Bakharia, Tian-Hsiang Huang

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013

Incremental learning from several different microarrays.

Vladimir Nikulin, Nicoleta Rogovschi, Nistor Grozavu

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

Unsupervised dimensionality reduction via gradient-based matrix factorization with two adaptive learning rates.

Vladimir Nikulin, Tian-Hsiang Huang

Proceedings of the Unsupervised and Transfer Learning, 2012

On the Homogeneous Ensembling via Balanced Subsets Combined with Wilcoxon-Based Feature Selection.

Vladimir Nikulin

Proceedings of the Rough Sets and Current Trends in Computing, 2012

On the Homogeneous Ensembling with Balanced Random Sets and Boosting.

Vladimir Nikulin

Proceedings of the Rough Sets and Current Trends in Computing, 2012

A nonparametric criterion for the selection of the number of factors and nonnegative extension for gradient-based matrix factorization.

Aneesha Bakharia, Vladimir Nikulin

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Control System with High Robust Stability Characteristics Based on Catastrophe Function.

Gulnara Abitova, Vladimir Nikulin, Victor A. Skormin, Mamirbek Beisenbi, Aliya Ainagulova

Proceedings of the 17th IEEE International Conference on Engineering of Complex Computer Systems, 2012

2011

Classification of High-Dimensional microarray Data with a Two-Step Procedure via a Wilcoxon Criterion and Multilayer Perceptron.

Vladimir Nikulin, Tian-Hsiang Huang, Geoffrey J. McLachlan

Int. J. Comput. Intell. Appl., 2011

Identifying relationships between drugs and medical conditions: winning experience in the Challenge 2 of the OMOP 2010 Cup

Vladimir Nikulin

CoRR, 2011

Design of a control system with high robust stability characteristics.

Gulnara Abitova, Mamirbek Beisenbi, Vladimir Nikulin

Proceedings of the 3rd International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2011

Increasing Product Quality by Implementation of a Complex Automation System for Industrial Processes.

Gulnara Abitova, Vladimir Nikulin

Proceedings of the Complex Systems Design & Management, 2011

2010

A Very Fast Algorithm for Matrix Factorization

Vladimir Nikulin, Tian-Hsiang Huang, Shu-Kay Ng, Suren I. Rathnayake, Geoffrey J. McLachlan

CoRR, 2010

Identifying fiber bundles with regularised к-means clustering applied to the grid-based data.

Vladimir Nikulin, Geoffrey J. McLachlan

Proceedings of the International Joint Conference on Neural Networks, 2010

On the Gradient-based Algorithm for Matrix Factorization Applied to Dimensionality Reduction.

Vladimir Nikulin, Geoffrey J. McLachlan

Proceedings of the BIOINFORMATICS 2010, 2010

A comparative study of two matrix factorization methods applied to the classification of gene expression data.

Vladimir Nikulin, Tian-Hsiang Huang, Geoffrey J. McLachlan

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

Classification of Imbalanced Data with Random Sets and Mean-Variance Filtering.

Vladimir Nikulin

Proceedings of the Strategic Advancements in Utilizing Data Mining and Warehousing Technologies: New Concepts and Developments, 2010

2009

Classification of Imbalanced Marketing Data with Balanced Random Sets.

Vladimir Nikulin, Geoffrey J. McLachlan

Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009, 2009

Penalized Principal Component Analysis of Microarray Data.

Vladimir Nikulin, Geoffrey J. McLachlan

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2009

Ensemble Approach for the Classification of Imbalanced Data.

Vladimir Nikulin, Geoffrey J. McLachlan, Shu-Kay Ng

Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

2008

Random Sets Approach and its Applications.

Vladimir Nikulin

Proceedings of the Causation and Prediction Challenge at WCCI 2008, 2008

Classification of Imbalanced Data with Random sets and Mean-Variance Filtering.

Vladimir Nikulin

Int. J. Data Warehous. Min., 2008

2007

Merging Algorithm to Reduce Dimensionality in Application to Web-Mining.

Vladimir Nikulin, Geoffrey J. McLachlan

Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007

2006

On the Universal Clustering under a Broad Class of Loss Functions.

Vladimir Nikulin

Int. J. Neural Syst., 2006

Weighted Threshold-Based Clustering for Intrusion Detection Systems.

Vladimir Nikulin

Int. J. Comput. Intell. Appl., 2006

Threshold-based clustering with merging and regularization in application to network intrusion detection.

Vladimir Nikulin

Comput. Stat. Data Anal., 2006

Learning with Mean-Variance Filtering, SVM and Gradient-based Optimization.

Vladimir Nikulin

Proceedings of the International Joint Conference on Neural Networks, 2006

Dimensional reduction of web traffic data.

Vladimir Nikulin

Proceedings of the Data Mining, 2006

Threshold-based clustering for intrusion detection systems.

Vladimir Nikulin

Proceedings of the Data Mining, 2006

2005

Universal Clustering with Regularization in Probabilistic Space.

Vladimir Nikulin, Alexander J. Smola

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

Universal Clustering with Family of Power Loss Functions in Probabilistic Space.

Vladimir Nikulin

Proceedings of the Intelligent Data Engineering and Automated Learning, 2005

Parametric model-based clustering.

Vladimir Nikulin, Alexander J. Smola

Proceedings of the Data Mining, 2005

2004

Multiresolution image retrieval through fusion.

Vladimir Nikulin, George Bebis

Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004

2003

A Pspice Optimal Design Tool Utilizing Genetic Optimization.

Mike Elmore, Victor A. Skormin, Vladimir Nikulin

Proceedings of the IASTED International Conference on Modelling and Simulation (MS 2003), 2003

1998

Optimal Periodic Control with Environmental Application.

Vladimir Nikulin

Proceedings of the Tasks and Methods in Applied Artificial Intelligence, 1998