Dusan Húsek - researchr alias

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Viewing Publication 1 - 47 from 47

2017

Human-Inspired Eigenmovement Concept Provides Coupling-Free Sensorimotor Control in Humanoid RobotAlexei V. Alexandrov, Vittorio Lippi, Thomas Mergner, Alexander A. Frolov, Georg Hettich, Dusan Húsek. finr, 2017:22, 2017. [doi]

2016

Comparison of Seven Methods for Boolean Factor Analysis and Their Evaluation by Information GainAlexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov. tnn, 27(3):538-550, 2016. [doi]

2015

Nature-Inspired Algorithms for Selecting EEG Sources for Motor Imagery Based BCISebastián Basterrech, Pavel Bobrov, Alexander A. Frolov, Dusan Húsek. icaisc 2015: 79-90 [doi]

2014

2012

2011

Brain Computer Interface Enhancement by Independent Component AnalysisPavel Bobrov, Alexander A. Frolov, Dusan Húsek. ihci 2013: 51-60 [doi]

New Measure of Boolean Factor Analysis QualityAlexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov. icannga 2011: 100-109 [doi]

Brain-Computer Interface: Common Tensor Discriminant Analysis classifier evaluationAlexander A. Frolov, Dusan Húsek, Pavel Bobrov. nabic 2011: 614-620 [doi]

Expectation-maximization approach to Boolean factor analysisAlexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov. ijcnn 2011: 559-566 [doi]

Boolean Factor Analysis by Expectation-Maximization MethodAlexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov. ihci 2013: 243-254 [doi]

Evaluation of Categorical Data ClusteringHana Rezanková, Tomas Loster, Dusan Húsek. awic 2011: 173-182 [doi]

Comparison of Selected Methods for Document ClusteringRadim Sevcik, Hana Rezanková, Dusan Húsek. awic 2011: 101-110 [doi]

2010

Learning and Unlearning in Hopfield-Like Neural Network Performing Boolean Factor AnalysisAlexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Yu. Polyakov. In Jacek Koronacki, Zbigniew W. Ras, Slawomir T. Wierzchon, Janusz Kacprzyk, editors, Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski. Volume 262 of Studies in Computational Intelligence, pages 501-518, Springer, 2010. [doi]

Origin and elimination of two global spurious attractors in Hopfield-like neural network performing Boolean factor analysisAlexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Polyakov. ijon, 73(7-9):1394-1404, 2010. [doi]

2009

Recurrent-Neural-Network-Based Boolean Factor Analysis and Its Application to Word ClusteringAlexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov. tnn, 20(7):1073-1086, 2009. [doi]

Web Data ClusteringDusan Húsek, Jaroslav Pokorný, Hana Rezanková, Václav Snásel. In Ajith Abraham, Aboul Ella Hassanien, André Carlos Ponce Leon Ferreira de Carvalho, editors, Foundations of Computational Intelligence - Volume 4: Bio-Inspired Data Mining. Volume 204 of Studies in Computational Intelligence, pages 325-353, Springer, 2009. [doi]

2008

2007

Boolean Factor Analysis by Attractor Neural NetworkAlexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Yu. Polyakov. tnn, 18(3):698-707, 2007. [doi]

Comparison of Neural Network Boolean Factor Analysis Method with Some Other Dimension Reduction Methods on Bars ProblemDusan Húsek, Pavel Moravec, Václav Snásel, Alexander A. Frolov, Hana Rezanková, Pavel Polyakov. premi 2007: 235-243 [doi]

Image Analysis by Methods of Dimension ReductionPavel Moravec, Václav Snásel, Alexander A. Frolov, Dusan Húsek, Hana Rezanková, Pavel Polyakov. cisim 2007: 272-277 [doi]

Pattern Discovery for High-Dimensional Binary DatasetsVáclav Snásel, Pavel Moravec, Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Pavel Polyakov. iconip 2008: 861-872 [doi]

Bars Problem Solving - New Neural Network Method and ComparisonVáclav Snásel, Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Pavel Moravec, Pavel Polyakov. micai 2007: 671-682 [doi]

Fusing Data and Optimizing Queries for Intelligent SearchVáclav Snásel, Pavel Krömer, Suhail S. J. Owais, Dusan Húsek, Behzad Moshiri, Amir Keyhanipour. dexaw 2007: 123-127 [doi]

Semantic Analysis of Web Pages Using Cluster Analysis and Nonnegative Matrix FactorizationVáclav Snásel, Hana Rezanková, Dusan Húsek, Milos Kudelka, Ondrej Lehecka. awic 2007: 328-336 [doi]

2006

2005

Neural network nonlinear factor analysis of high dimensional binary signalsDusan Húsek, Hana Rezanková, Václav Snásel, Alexander A. Frolov, Pavel Polyakov. sitis 2005: 86-89 [doi]

Using Genetic Algorithms for Boolean Queries OptimizationDusan Húsek, Václav Snásel, Suhail S. J. Owais, Pavel Krömer. aimsa 2005: 178-184

2003

Binary Factorization in Hopfield-Like Neural Autoassociator: A Promising Tool for Data CompressionAlexander A. Frolov, Anton M. Sirota, Dusan Húsek, Igor P. Muraviev, P. Combe. icannga 2003: 58-62 [doi]

Clustering of Documents Via Similarity MeasuresHana Rezanková, Dusan Húsek, Jan Smid, Václav Snásel. cic 2003: 292-299

2002

Application of Hopfield-like Neural Networks to Nonlinear FactorizationDusan Húsek, Alexander A. Frolov, Hana Rezanková, Václav Snásel. compstat 2002: 177-182 [doi]

2000

Convergence Time in Hopfield NetworkAlexander A. Frolov, Dusan Húsek. ijcnn 2000: 622-626 [doi]

1999

Nonlinear factorization in sparsely encoded Hopfield-like neural networksAnton M. Sirota, Alexander A. Frolov, Dusan Húsek. esann 1999: 387-392 [doi]

Nonlinear factorization in the hippocampal neural structureAnton M. Sirota, Alexander A. Frolov, Dusan Húsek. ijcnn 1999: 576-581 [doi]

1997

Informational Capacity and Recall Quality in Sparsely Encoded Hopfield-like Neural Network: Analytical Approaches and Computer SimulationAlexander A. Frolov, Dusan Húsek, Igor P. Muraviev. NN, 10(5):845-855, 1997. [doi]

1993

Once more on the information capacity of the hopefield networkAlexander A. Frolov, Dusan Húsek. esann 1993: [doi]

1992

Spreading activation methods in information retrieval - A connectionist approachDusan Húsek, Jaroslav Pokorný. ijon, 4(1):31-36, 1992.

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2017

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2011

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2009

2008

2007

2006

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2003

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1997

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