Dusan Húsek

49 papers B 7C 1Misc 1Journal 10Unranked 28
YearRankTypeTitle / Venue / Authors
2017 J jnl
Human-Inspired Eigenmovement Concept Provides Coupling-Free Sensorimotor Control in Humanoid Robot.
Frontiers Neurorobotics
Alexei V. Alexandrov, Vittorio Lippi, Thomas Mergner, Alexander A. Frolov, Georg Hettich, Dusan Húsek
2016 J jnl
Comparison of Seven Methods for Boolean Factor Analysis and Their Evaluation by Information Gain.
IEEE Trans. Neural Networks Learn. Syst.
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
2015 Misc conf
Nature-Inspired Algorithms for Selecting EEG Sources for Motor Imagery Based BCI.
ICAISC
Sebastián Basterrech, Pavel Bobrov, Alexander A. Frolov, Dusan Húsek
2014 — conf
Clustering the Sources of EEG Activity during Motor Imagery by Attractor Neural Network with Increasing Activity (ANNIA).
IBICA
Pavel Bobrov, Alexander A. Frolov, Dusan Húsek, Václav Snásel
2014 J jnl
New BFA method based on attractor neural network and likelihood maximization.
Neurocomputing
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov, Václav Snásel
2014 J jnl
Two Expectation-Maximization algorithms for Boolean Factor Analysis.
Neurocomputing
Alexander A. Frolov, Dusan Húsek, Pavel Polyakov
2012 — conf
Attractor Neural Network Combined with Likelihood Maximization Algorithm for Boolean Factor Analysis.
ISNN (1)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
2012 C conf
BFA and BMF: What is the difference.
ISDA
Alexander A. Frolov, Ajith Abraham, Pavel Yu. Polyakov, Dusan Húsek, Hana Rezanková
2012 — conf
Fuzzy clustering: Determining the number of clusters.
CASoN
Hana Rezanková, Dusan Húsek
2012 — conf
Localizing Sources of Brain Activity Relevant to Motor Imagery Brain-Computer Interface Performance, Using Individual Head Geometry.
ISNN (1)
Alexander A. Frolov, Dusan Húsek, Pavel Bobrov, Alexey Korshakov, Lyudmila Chernikova, Rodion Konovalov, Olesya Mokienko
2011 — conf
Boolean Factor Analysis by Expectation-Maximization Method.
IHCI
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
2011 — conf
Brain Computer Interface Enhancement by Independent Component Analysis.
IHCI
Pavel Bobrov, Alexander A. Frolov, Dusan Húsek
2011 — conf
Brain-Computer Interface: Common Tensor Discriminant Analysis classifier evaluation.
NaBIC
Alexander A. Frolov, Dusan Húsek, Pavel Bobrov
2011 — conf
Comparison of Selected Methods for Document Clustering.
AWIC
Radim Sevcik, Hana Rezanková, Dusan Húsek
2011 — conf
Evaluation of Categorical Data Clustering.
AWIC
Hana Rezanková, Tomas Loster, Dusan Húsek
2011 B conf
Expectation-maximization approach to Boolean factor analysis.
IJCNN
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
2011 — conf
New Measure of Boolean Factor Analysis Quality.
ICANNGA (1)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
2010 — ch.
Learning and Unlearning in Hopfield-Like Neural Network Performing Boolean Factor Analysis.
Advances in Machine Learning I
Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Yu. Polyakov
2010 J jnl
Origin and elimination of two global spurious attractors in Hopfield-like neural network performing Boolean factor analysis.
Neurocomputing
Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Polyakov
2009 J jnl
Recurrent-Neural-Network-Based Boolean Factor Analysis and Its Application to Word Clustering.
IEEE Trans. Neural Networks
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
2009 — conf
Social Group Identification and Clustering.
CASoN
Dusan Húsek, Hana Rezanková, Jiri Dvorský
2009 — ch.
Web Data Clustering.
Foundations of Computational Intelligence (4)
Dusan Húsek, Jaroslav Pokorný, Hana Rezanková, Václav Snásel
2008 B conf
Clustering variables by classical approaches and neural network Boolean factor analysis.
IJCNN
Alexander A. Frolov, Dusan Húsek, Hana Rezanková, Václav Snásel, Pavel Polyakov
2008 — conf
Clusters Number Determination and Statistical Software Packages.
DEXA Workshops
Hana Rezanková, Dusan Húsek, Václav Snásel
2008 — conf
Implementing Boolean Matrix Factorization.
ICANN (1)
Roman Neruda, Václav Snásel, Jan Platos, Pavel Krömer, Dusan Húsek, Alexander A. Frolov
2008 J jnl
Meta-Search Utilizing Evolutionary Recommendation: A Web Search Architecture Proposal.
Res. Comput. Sci.
Behzad Moshiri, Dusan Húsek, Amir Keyhanipour, Pavel Krömer, Suhail S. J. Owais, Václav Snásel
2008 — conf
On the Implementation of Boolean Matrix Factorization.
DEXA Workshops
Václav Snásel, Pavel Krömer, Jan Platos, Dusan Húsek
2008 — conf
Some Remarks on Binary Data Grouping.
DEXA Workshops
Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Václav Snásel, Pavel Yu. Polyakov
2007 — conf
Bars Problem Solving - New Neural Network Method and Comparison.
MICAI
Václav Snásel, Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Pavel Moravec, Pavel Polyakov
2007 J jnl
Boolean Factor Analysis by Attractor Neural Network.
IEEE Trans. Neural Networks
Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Yu. Polyakov
2007 — conf
Comparison of Neural Network Boolean Factor Analysis Method with Some Other Dimension Reduction Methods on Bars Problem.
PReMI
Dusan Húsek, Pavel Moravec, Václav Snásel, Alexander A. Frolov, Hana Rezanková, Pavel Polyakov
2007 — conf
Fusing Data and Optimizing Queries for Intelligent Search.
DEXA Workshops
Václav Snásel, Pavel Krömer, Suhail S. J. Owais, Dusan Húsek, Behzad Moshiri, Amir Keyhanipour
2007 — conf
Image Analysis by Methods of Dimension Reduction.
CISIM
Pavel Moravec, Václav Snásel, Alexander A. Frolov, Dusan Húsek, Hana Rezanková, Pavel Polyakov
2007 — conf
Pattern Discovery for High-Dimensional Binary Datasets.
ICONIP (1)
Václav Snásel, Pavel Moravec, Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Pavel Polyakov
2007 — conf
Semantic Analysis of Web Pages Using Cluster Analysis and Nonnegative Matrix Factorization.
AWIC
Václav Snásel, Hana Rezanková, Dusan Húsek, Milos Kudelka, Ondrej Lehecka
2006 — conf
Faster Learning with Overlapping Neural Assemblies.
ICANN (1)
Andrei Kursin, Dusan Húsek, Roman Neruda
2006 B conf
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
Suhail S. J. Owais, Pavel Krömer, Václav Snásel, Dusan Húsek, Roman Neruda
2006 B conf
New Neural Network Based Approach Helps to Discover Hidden Russian Parliament Voting Patterns.
IJCNN
Alexander A. Frolov, Dusan Húsek, Pavel Polyakov, Hana Rezanková
2005 — conf
Neural network nonlinear factor analysis of high dimensional binary signals.
SITIS
Dusan Húsek, Hana Rezanková, Václav Snásel, Alexander A. Frolov, Pavel Polyakov
2005 — conf
Using Genetic Algorithms for Boolean Queries Optimization.
IMSA
Dusan Húsek, Václav Snásel, Suhail S. J. Owais, Pavel Krömer
2003 — conf
Binary Factorization in Hopfield-Like Neural Autoassociator: A Promising Tool for Data Compression.
ICANNGA
Alexander A. Frolov, Anton M. Sirota, Dusan Húsek, Igor P. Muraviev, P. Combe
2003 — conf
Clustering of Documents Via Similarity Measures.
Communications in Computing
Hana Rezanková, Dusan Húsek, Jan Smid, Václav Snásel
2002 — conf
Application of Hopfield-like Neural Networks to Nonlinear Factorization.
COMPSTAT
Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Václav Snásel
2000 — conf
Convergence Time in Hopfield Network.
IJCNN (5)
Alexander A. Frolov, Dusan Húsek
1999 B conf
Nonlinear factorization in sparsely encoded Hopfield-like neural networks.
ESANN
Anton M. Sirota, Alexander A. Frolov, Dusan Húsek
1999 B conf
Nonlinear factorization in the hippocampal neural structure.
IJCNN
Anton M. Sirota, Alexander A. Frolov, Dusan Húsek
1997 J jnl
Informational Capacity and Recall Quality in Sparsely Encoded Hopfield-like Neural Network: Analytical Approaches and Computer Simulation.
Neural Networks
Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev
1993 B conf
Once more on the information capacity of the hopefield network.
ESANN
Alexander A. Frolov, Dusan Húsek
1992 J jnl
Spreading activation methods in information retrieval - A connectionist approach.
Neurocomputing
Dusan Húsek, Jaroslav Pokorný