Pavel Yu. Polyakov

Publication Activity (10 Years)

Years Active: 2007-2016
Publications (10 Years): 1

Top Topics

Binary Matrices

Information Gain

Expectation Maximization

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
Comparison of Seven Methods for Boolean Factor Analysis and Their Evaluation by Information Gain. IEEE Trans. Neural Networks Learn. Syst. 27 (3) (2016)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov, Václav Snásel
New BFA method based on attractor neural network and likelihood maximization. Neurocomputing 132 (2014)
Alexander A. Frolov, Ajith Abraham, Pavel Yu. Polyakov, Dusan Húsek, Hana Rezanková
BFA and BMF: What is the difference. ISDA (2012)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
Attractor Neural Network Combined with Likelihood Maximization Algorithm for Boolean Factor Analysis. ISNN (1) (2012)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
New Measure of Boolean Factor Analysis Quality. ICANNGA (1) (2011)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
Boolean Factor Analysis by Expectation-Maximization Method. IHCI (2011)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
Expectation-maximization approach to Boolean factor analysis. IJCNN (2011)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
Recurrent-Neural-Network-Based Boolean Factor Analysis and Its Application to Word Clustering. IEEE Trans. Neural Networks 20 (7) (2009)
Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Václav Snásel, Pavel Yu. Polyakov
Some Remarks on Binary Data Grouping. DEXA Workshops (2008)
Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Yu. Polyakov
Boolean Factor Analysis by Attractor Neural Network. IEEE Trans. Neural Networks 18 (3) (2007)