Dusan Húsek

Publication Activity (10 Years)

Years Active: 1992-2017
Publications (10 Years): 2

Top Topics

Fuzzy Clustering

Factor Analysis

Top Venues

Frontiers Neurorobotics

IEEE Trans. Neural Networks Learn. Syst.

Publications

Alexei V. Alexandrov, Vittorio Lippi, Thomas Mergner, Alexander A. Frolov, Georg Hettich, Dusan Húsek
Human-Inspired Eigenmovement Concept Provides Coupling-Free Sensorimotor Control in Humanoid Robot. Frontiers Neurorobotics 11 (2017)
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)
Sebastián Basterrech, Pavel Bobrov, Alexander A. Frolov, Dusan Húsek
Nature-Inspired Algorithms for Selecting EEG Sources for Motor Imagery Based BCI. ICAISC (2015)
Alexander A. Frolov, Dusan Húsek, Pavel Polyakov
Two Expectation-Maximization algorithms for Boolean Factor Analysis. Neurocomputing 130 (2014)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov, Václav Snásel
New BFA method based on attractor neural network and likelihood maximization. Neurocomputing 132 (2014)
Pavel Bobrov, Alexander A. Frolov, Dusan Húsek, Václav Snásel
Clustering the Sources of EEG Activity during Motor Imagery by Attractor Neural Network with Increasing Activity (ANNIA). IBICA (2014)
Alexander A. Frolov, Ajith Abraham, Pavel Yu. Polyakov, Dusan Húsek, Hana Rezanková
BFA and BMF: What is the difference. ISDA (2012)
Hana Rezanková, Dusan Húsek
Fuzzy clustering: Determining the number of clusters. CASoN (2012)
Alexander A. Frolov, Dusan Húsek, Pavel Bobrov, Alexey Korshakov, Lyudmila Chernikova, Rodion Konovalov, Olesya Mokienko
Localizing Sources of Brain Activity Relevant to Motor Imagery Brain-Computer Interface Performance, Using Individual Head Geometry. ISNN (1) (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)
Radim Sevcik, Hana Rezanková, Dusan Húsek
Comparison of Selected Methods for Document Clustering. AWIC (2011)
Pavel Bobrov, Alexander A. Frolov, Dusan Húsek
Brain Computer Interface Enhancement by Independent Component Analysis. IHCI (2011)
Hana Rezanková, Tomas Loster, Dusan Húsek
Evaluation of Categorical Data Clustering. AWIC (2011)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
Boolean Factor Analysis by Expectation-Maximization Method. IHCI (2011)
Alexander A. Frolov, Dusan Húsek, Pavel Bobrov
Brain-Computer Interface: Common Tensor Discriminant Analysis classifier evaluation. NaBIC (2011)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
Expectation-maximization approach to Boolean factor analysis. IJCNN (2011)
Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Polyakov
Origin and elimination of two global spurious attractors in Hopfield-like neural network performing Boolean factor analysis. Neurocomputing 73 (7-9) (2010)
Dusan Húsek, Hana Rezanková, Jiri Dvorský
Social Group Identification and Clustering. CASoN (2009)
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)
Hana Rezanková, Dusan Húsek, Václav Snásel
Clusters Number Determination and Statistical Software Packages. DEXA Workshops (2008)
Roman Neruda, Václav Snásel, Jan Platos, Pavel Krömer, Dusan Húsek, Alexander A. Frolov
Implementing Boolean Matrix Factorization. ICANN (1) (2008)
Václav Snásel, Pavel Krömer, Jan Platos, Dusan Húsek
On the Implementation of Boolean Matrix Factorization. DEXA Workshops (2008)
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, Hana Rezanková, Václav Snásel, Pavel Polyakov
Clustering variables by classical approaches and neural network Boolean factor analysis. IJCNN (2008)
Pavel Moravec, Václav Snásel, Alexander A. Frolov, Dusan Húsek, Hana Rezanková, Pavel Polyakov
Image Analysis by Methods of Dimension Reduction. CISIM (2007)
Václav Snásel, Pavel Krömer, Suhail S. J. Owais, Dusan Húsek, Behzad Moshiri, Amir Keyhanipour
Fusing Data and Optimizing Queries for Intelligent Search. DEXA Workshops (2007)
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)
Václav Snásel, Pavel Moravec, Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Pavel Polyakov
Pattern Discovery for High-Dimensional Binary Datasets. ICONIP (1) (2007)
Václav Snásel, Hana Rezanková, Dusan Húsek, Milos Kudelka, Ondrej Lehecka
Semantic Analysis of Web Pages Using Cluster Analysis and Nonnegative Matrix Factorization. AWIC (2007)
Dusan Húsek, Pavel Moravec, Václav Snásel, Alexander A. Frolov, Hana Rezanková, Pavel Polyakov
Comparison of Neural Network Boolean Factor Analysis Method with Some Other Dimension Reduction Methods on Bars Problem. PReMI (2007)
Václav Snásel, Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Pavel Moravec, Pavel Polyakov
Bars Problem Solving - New Neural Network Method and Comparison. MICAI (2007)
Andrei Kursin, Dusan Húsek, Roman Neruda
Faster Learning with Overlapping Neural Assemblies. ICANN (1) (2006)
Alexander A. Frolov, Dusan Húsek, Pavel Polyakov, Hana Rezanková
New Neural Network Based Approach Helps to Discover Hidden Russian Parliament Voting Patterns. IJCNN (2006)
Suhail S. J. Owais, Pavel Krömer, Václav Snásel, Dusan Húsek, Roman Neruda
Implementing GP on Optimizing both Boolean and Extended Boolean Queries in IR and Fuzzy IR systems with Respect to the Users Profiles. IEEE Congress on Evolutionary Computation (2006)
Dusan Húsek, Hana Rezanková, Václav Snásel, Alexander A. Frolov, Pavel Polyakov
Neural network nonlinear factor analysis of high dimensional binary signals. SITIS (2005)
Dusan Húsek, Václav Snásel, Suhail S. J. Owais, Pavel Krömer
Using Genetic Algorithms for Boolean Queries Optimization. IMSA (2005)
Alexander A. Frolov, Anton M. Sirota, Dusan Húsek, Igor P. Muraviev, P. Combe
Binary Factorization in Hopfield-Like Neural Autoassociator: A Promising Tool for Data Compression. ICANNGA (2003)
Hana Rezanková, Dusan Húsek, Jan Smid, Václav Snásel
Clustering of Documents Via Similarity Measures. Communications in Computing (2003)
Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Václav Snásel
Application of Hopfield-like Neural Networks to Nonlinear Factorization. COMPSTAT (2002)
Alexander A. Frolov, Dusan Húsek
Convergence Time in Hopfield Network. IJCNN (5) (2000)
Anton M. Sirota, Alexander A. Frolov, Dusan Húsek
Nonlinear factorization in the hippocampal neural structure. IJCNN (1999)
Anton M. Sirota, Alexander A. Frolov, Dusan Húsek
Nonlinear factorization in sparsely encoded Hopfield-like neural networks. ESANN (1999)
Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev
Informational Capacity and Recall Quality in Sparsely Encoded Hopfield-like Neural Network: Analytical Approaches and Computer Simulation. Neural Networks 10 (5) (1997)
Alexander A. Frolov, Dusan Húsek
Once more on the information capacity of the hopefield network. ESANN (1993)
Dusan Húsek, Jaroslav Pokorný
Spreading activation methods in information retrieval - A connectionist approach. Neurocomputing 4 (1) (1992)