Vladimir Nikulin

44 papers A* 1B 6C 2Misc 1Journal 10Unranked 23

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