Neural network nonlinear factor analysis of high dimensional binary signals. - Dusan Húsek; Hana Rezanková; Václav Snásel; Alexander A. Frolov; Pavel Polyakov (SITIS, 2005)

New Neural Network Based Approach Helps to Discover Hidden Russian Parliament Voting Patterns. - Alexander A. Frolov; Dusan Húsek; Pavel Polyakov; Hana Rezanková (IJCNN, 2006)

Image Analysis by Methods of Dimension Reduction. - Pavel Moravec 001; Václav Snásel; Alexander A. Frolov; Dusan Húsek; Hana Rezanková; Pavel Polyakov (CISIM, 2007)

Pattern Discovery for High-Dimensional Binary Datasets. - Václav Snásel; Pavel Moravec 001; Dusan Húsek; Alexander A. Frolov; Hana Rezanková; Pavel Polyakov (ICONIP (1), 2007)

Bars Problem Solving - New Neural Network Method and Comparison. - Václav Snásel; Dusan Húsek; Alexander A. Frolov; Hana Rezanková; Pavel Moravec 001; Pavel Polyakov (MICAI, 2007)

Comparison of Neural Network Boolean Factor Analysis Method with Some Other Dimension Reduction Methods on Bars Problem. - Dusan Húsek; Pavel Moravec 001; Václav Snásel; Alexander A. Frolov; Hana Rezanková; Pavel Polyakov (PReMI, 2007)

Boolean Factor Analysis by Attractor Neural Network. - Alexander A. Frolov; Dusan Húsek; Igor P. Muraviev; Pavel Yu. Polyakov (IEEE Trans. Neural Networks, 2007)

Some Remarks on Binary Data Grouping. - Dusan Húsek; Alexander A. Frolov; Hana Rezanková; Václav Snásel; Pavel Yu. Polyakov (DEXA Workshops, 2008)

Clustering variables by classical approaches and neural network Boolean factor analysis. - Alexander A. Frolov; Dusan Húsek; Hana Rezanková; Václav Snásel; Pavel Polyakov (IJCNN, 2008)

Recurrent-Neural-Network-Based Boolean Factor Analysis and Its Application to Word Clustering. - Alexander A. Frolov; Dusan Húsek; Pavel Yu. Polyakov (IEEE Trans. Neural Networks, 2009)

Origin and elimination of two global spurious attractors in Hopfield-like neural network performing Boolean factor analysis. - Alexander A. Frolov; Dusan Húsek; Igor P. Muraviev; Pavel Polyakov (Neurocomputing, 2010)

Learning and Unlearning in Hopfield-Like Neural Network Performing Boolean Factor Analysis. - Alexander A. Frolov; Dusan Húsek; Igor P. Muraviev; Pavel Yu. Polyakov (Advances in Machine Learning I, 2010)

New Measure of Boolean Factor Analysis Quality. - Alexander A. Frolov; Dusan Húsek; Pavel Yu. Polyakov (ICANNGA (1), 2011)

Boolean Factor Analysis by Expectation-Maximization Method. - Alexander A. Frolov; Dusan Húsek; Pavel Yu. Polyakov (IHCI, 2011)

Expectation-maximization approach to Boolean factor analysis. - Alexander A. Frolov; Dusan Húsek; Pavel Yu. Polyakov (IJCNN, 2011)

BFA and BMF: What is the difference. - Alexander A. Frolov; Ajith Abraham; Pavel Yu. Polyakov; Dusan Húsek; Hana Rezanková (ISDA, 2012)

Attractor Neural Network Combined with Likelihood Maximization Algorithm for Boolean Factor Analysis. - Alexander A. Frolov; Dusan Húsek; Pavel Yu. Polyakov (ISNN (1), 2012)

Two Expectation-Maximization algorithms for Boolean Factor Analysis. - Alexander A. Frolov; Dusan Húsek; Pavel Polyakov (Neurocomputing, 2014)

New BFA method based on attractor neural network and likelihood maximization. - Alexander A. Frolov; Dusan Húsek; Pavel Yu. Polyakov; Václav Snásel (Neurocomputing, 2014)

Experiment in building an automatic object-oriented sentiment detection system based on the syntactic and semantic analyzer. - Pavel Polyakov; Mariya Kalinina; Vladimir Pleshko (Russ. Digit. Libr. J., 2015)

Smoothing Voronoi-Based Path with Minimized Length and Visibility Using Composite Bezier Curves. - Ilya Makarov; Pavel Polyakov (AIST (Supplement), 2016)

Modelling Human-like Behavior through Reward-based Approach in a First-Person Shooter Game. - Ilya Makarov; Peter Zyuzin; Pavel Polyakov; Mikhail Tokmakov; Olga Gerasimova; Ivan Guschenko-Cheverda; Maxim Uriev (EEML@CLA, 2016)

First-Person Shooter Game for Virtual Reality Headset with Advanced Multi-Agent Intelligent System. - Ilya Makarov; Mikhail Tokmakov; Pavel Polyakov; Peter Zyuzin; Maxim Martynov; Oleg Konoplya; George Kuznetsov; Ivan Guschenko-Cheverda; Maxim Uriev; Ivan Mokeev; Olga Gerasimova; Lada Tokmakova; et al. (ACM Multimedia, 2016)

Comparison of Seven Methods for Boolean Factor Analysis and Their Evaluation by Information Gain. - Alexander A. Frolov; Dusan Húsek; Pavel Yu. Polyakov (IEEE Trans. Neural Networks Learn. Syst., 2016)

Adapting First-Person Shooter Video Game for Playing with Virtual Reality Headsets. - Ilya Makarov; Oleg Konoplia; Pavel Polyakov; Maxim Martynov; Peter Zyuzin; Olga Gerasimova; Valeria Bodishtianu (FLAIRS, 2017)

Depth Map Interpolation Using Perceptual Loss. - Ilya Makarov; Vladimir Aliev; Olga Gerasimova; Pavel Polyakov (ISMAR Adjunct, 2017)

Статистическая модель для распознавания смыслов в текстах иностранного языка с обучением на примерах из параллельных текстов (Statistical Model for Recognition of Senses in Foreign Language Texts Trained by Examples from Parallel Texts). - Alexander Ermakov; Pavel Polyakov (DAMDID/RCDL, 2017)

Voronoi-based Path Planning based on Visibility and Kill/Death RatioTactical Component. - Ilya Makarov; Pavel Polyakov; Roman Karpichev (AIST (Supplement), 2018)