default search action
Vladimir Nikulin
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [c33]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: 792-799
2010 – 2019
- 2016
- [j8]Vladimir Nikulin:
Prediction of the Shoppers Loyalty with Aggregated Data Streams. J. Artif. Intell. Soft Comput. Res. 6(2): 69 (2016) - [c32]Tian-Hsiang Huang, Vladimir Nikulin, Liang-Bi Chen
Detection of Abnormalities in Driving Style Based on Moving Object Trajectories without Labels. IIAI-AAI 2016: 675-680 - [c31]Vladimir Nikulin:
Driving Style Identification with Unsupervised Learning. MLDM 2016: 155-169 - 2015
- [j7]Vladimir Nikulin:
Strong consistency of the prototype based clustering in probabilistic space. J. Mach. Learn. Res. 16: 775-785 (2015) - [c30]Vladimir Nikulin:
On the method for data streams aggregation to predict shoppers loyalty. IJCNN 2015: 1-8 - [c29]Vladimir Nikulin, Tian-Hsiang Huang, Jian-De Lu:
Mining Shoppers Data Streams to Predict Customers Loyalty. ISKE 2015: 26-33 - 2014
- [j6]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): 221-234 (2014) - [c28]Vladimir Nikulin:
Hybrid Recommender System for Prediction of the Yelp Users Preferences. ICDM 2014: 85-99 - [c27]Tian-Hsiang Huang, Vladimir Nikulin:
Two Algorithms Under Stochastic Gradient Descent Framework for Recommender Systems. PAKDD Workshops 2014: 219-230 - 2013
- [c26]Vladimir Nikulin, Nicoleta Rogovschi, Nistor Grozavu:
Incremental learning from several different microarrays. IJCNN 2013: 1-7 - [c25]Vladimir Nikulin, Aneesha Bakharia, Tian-Hsiang Huang:
On the Evaluation of the Homogeneous Ensembles with CV-Passports. PAKDD Workshops 2013: 109-120 - 2012
- [c24]Gulnara Abitova
Control System with High Robust Stability Characteristics Based on Catastrophe Function. ICECCS 2012: 273-279 - [c23]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: 1-8 - [c22]Vladimir Nikulin:
On the Homogeneous Ensembling with Balanced Random Sets and Boosting. RSCTC 2012: 180-189 - [c21]Vladimir Nikulin:
On the Homogeneous Ensembling via Balanced Subsets Combined with Wilcoxon-Based Feature Selection. RSCTC 2012: 455-462 - [c20]Vladimir Nikulin, Tian-Hsiang Huang:
Unsupervised dimensionality reduction via gradient-based matrix factorization with two adaptive learning rates. ICML Unsupervised and Transfer Learning 2012: 181-194 - 2011
- [j5]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): 1-14 (2011) - [c19]Gulnara Abitova
Increasing Product Quality by Implementation of a Complex Automation System for Industrial Processes. CSDM 2011: 305-316 - [c18]Gulnara Abitova, Mamirbek Beisenbi, Vladimir Nikulin:
Design of a control system with high robust stability characteristics. ICUMT 2011: 1-5 - [i2]Vladimir Nikulin:
Identifying relationships between drugs and medical conditions: winning experience in the Challenge 2 of the OMOP 2010 Cup. CoRR abs/1110.0641 (2011) - 2010
- [c17]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: 618-621 - [c16]Vladimir Nikulin, Geoffrey J. McLachlan:
On the Gradient-based Algorithm for Matrix Factorization Applied to Dimensionality Reduction. BIOINFORMATICS 2010: 147-152 - [c15]Vladimir Nikulin, Geoffrey J. McLachlan
Identifying fiber bundles with regularised к-means clustering applied to the grid-based data. IJCNN 2010: 1-8 - [p1]Vladimir Nikulin:
Classification of Imbalanced Data with Random Sets and Mean-Variance Filtering. Strategic Advancements in Utilizing Data Mining and Warehousing Technologies 2010: 338-354 - [i1]Vladimir Nikulin, Tian-Hsiang Huang, Shu-Kay Ng, Suren I. Rathnayake, Geoffrey J. McLachlan:
A Very Fast Algorithm for Matrix Factorization. CoRR abs/1011.0506 (2010)
2000 – 2009
- 2009
- [c14]Vladimir Nikulin, Geoffrey J. McLachlan
Ensemble Approach for the Classification of Imbalanced Data. Australasian Conference on Artificial Intelligence 2009: 291-300 - [c13]Vladimir Nikulin, Geoffrey J. McLachlan
Penalized Principal Component Analysis of Microarray Data. CIBB 2009: 82-96 - [c12]Vladimir Nikulin, Geoffrey J. McLachlan:
Classification of Imbalanced Marketing Data with Balanced Random Sets. KDD Cup 2009: 89-100 - 2008
- [j4]Vladimir Nikulin:
Classification of Imbalanced Data with Random sets and Mean-Variance Filtering. Int. J. Data Warehous. Min. 4(2): 63-78 (2008) - [c11]Vladimir Nikulin:
Random Sets Approach and its Applications. WCCI Causation and Prediction Challenge 2008: 65-76 - 2007
- [c10]Vladimir Nikulin, Geoffrey J. McLachlan
Merging Algorithm to Reduce Dimensionality in Application to Web-Mining. Australian Conference on Artificial Intelligence 2007: 755-761 - 2006
- [j3]Vladimir Nikulin:
Threshold-based clustering with merging and regularization in application to network intrusion detection. Comput. Stat. Data Anal. 51(2): 1184-1196 (2006) - [j2]Vladimir Nikulin:
Weighted Threshold-Based Clustering for Intrusion Detection Systems. Int. J. Comput. Intell. Appl. 6(1): 1-19 (2006) - [j1]Vladimir Nikulin:
On the Universal Clustering under a Broad Class of Loss Functions. Int. J. Neural Syst. 16(5): 329-340 (2006) - [c9]Vladimir Nikulin:
Threshold-based clustering for intrusion detection systems. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security 2006: 62410E - [c8]Vladimir Nikulin:
Dimensional reduction of web traffic data. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security 2006: 62410J - [c7]Vladimir Nikulin:
Learning with Mean-Variance Filtering, SVM and Gradient-based Optimization. IJCNN 2006: 2193-2200 - 2005
- [c6]Vladimir Nikulin, Alexander J. Smola:
Parametric model-based clustering. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security 2005: 190-201 - [c5]Vladimir Nikulin:
Universal Clustering with Family of Power Loss Functions in Probabilistic Space. IDEAL 2005: 311-318 - [c4]Vladimir Nikulin, Alexander J. Smola:
Universal Clustering with Regularization in Probabilistic Space. MLDM 2005: 142-152 - 2004
- [c3]Vladimir Nikulin, George Bebis:
Multiresolution image retrieval through fusion. Storage and Retrieval Methods and Applications for Multimedia 2004: 377-387 - 2003
- [c2]Mike Elmore, Victor A. Skormin, Vladimir Nikulin:
A Pspice Optimal Design Tool Utilizing Genetic Optimization. Modelling and Simulation 2003: 372-379
1990 – 1999
- 1998
- [c1]Vladimir Nikulin:
Optimal Periodic Control with Environmental Application. IEA/AIE (Vol. 2) 1998: 163-172
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 22:12 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: