Dusan Húsek

Hana Rezanková, Dusan Húsek: Fuzzy clustering: Determining the number of clusters. CASoN 2012: 277-282

Alexander A. Frolov, Ajith Abraham, Pavel Yu. Polyakov, Dusan Húsek, Hana Rezanková: BFA and BMF: What is the difference. ISDA 2012: 890-896

Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov: Attractor Neural Network Combined with Likelihood Maximization Algorithm for Boolean Factor Analysis. ISNN (1) 2012: 1-10

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: 369-378

Radim Sevcik, Hana Rezanková, Dusan Húsek: Comparison of Selected Methods for Document Clustering. AWIC 2011: 101-110

Hana Rezanková, Tomas Loster, Dusan Húsek: Evaluation of Categorical Data Clustering. AWIC 2011: 173-182

Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov: New Measure of Boolean Factor Analysis Quality. ICANNGA (1) 2011: 100-109

Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov: Expectation-maximization approach to Boolean factor analysis. IJCNN 2011: 559-566

Alexander A. Frolov, Dusan Húsek, Pavel Bobrov: Brain-Computer Interface: Common Tensor Discriminant Analysis classifier evaluation. NaBIC 2011: 614-620

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): 1394-1404 (2010)

Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Yu. Polyakov: Learning and Unlearning in Hopfield-Like Neural Network Performing Boolean Factor Analysis. Advances in Machine Learning I 2010: 501-518

Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov: Recurrent-Neural-Network-Based Boolean Factor Analysis and Its Application to Word Clustering. IEEE Transactions on Neural Networks 20(7): 1073-1086 (2009)

Dusan Húsek, Hana Rezanková, Jiri Dvorský: Social Group Identification and Clustering. CASoN 2009: 73-79

Dusan Húsek, Jaroslav Pokorný, Hana Rezanková, Václav Snásel: Web Data Clustering. Foundations of Computational Intelligence (4) 2009: 325-353

Hana Rezanková, Dusan Húsek, Václav Snásel: Clusters Number Determination and Statistical Software Packages. DEXA Workshops 2008: 549-553

Václav Snásel, Pavel Krömer, Jan Platos, Dusan Húsek: On the Implementation of Boolean Matrix Factorization. DEXA Workshops 2008: 554-558

Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Václav Snásel, Pavel Yu. Polyakov: Some Remarks on Binary Data Grouping. DEXA Workshops 2008: 559-565

Roman Neruda, Václav Snásel, Jan Platos, Pavel Krömer, Dusan Húsek, Alexander A. Frolov: Implementing Boolean Matrix Factorization. ICANN (1) 2008: 543-552

Alexander A. Frolov, Dusan Húsek, Hana Rezanková, Václav Snásel, Pavel Polyakov: Clustering variables by classical approaches and neural network Boolean factor analysis. IJCNN 2008: 3742-3746

Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Yu. Polyakov: Boolean Factor Analysis by Attractor Neural Network. IEEE Transactions on Neural Networks 18(3): 698-707 (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: 328-336

Pavel Moravec, Václav Snásel, Alexander A. Frolov, Dusan Húsek, Hana Rezanková, Pavel Polyakov: Image Analysis by Methods of Dimension Reduction. CISIM 2007: 272-277

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: 123-127

Václav Snásel, Pavel Moravec, Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Pavel Polyakov: Pattern Discovery for High-Dimensional Binary Datasets. ICONIP (1) 2007: 861-872

Václav Snásel, Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Pavel Moravec, Pavel Polyakov: Bars Problem Solving - New Neural Network Method and Comparison. MICAI 2007: 671-682

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: 235-243

Andrei Kursin, Dusan Húsek, Roman Neruda: Faster Learning with Overlapping Neural Assemblies. ICANN (1) 2006: 226-233

Alexander A. Frolov, Dusan Húsek, Pavel Polyakov, Hana Rezanková: New Neural Network Based Approach Helps to Discover Hidden Russian Parliament Voting Patterns. IJCNN 2006: 3486-3491

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

Dusan Húsek, Hana Rezanková, Václav Snásel, Alexander A. Frolov, Pavel Polyakov: Neural network nonlinear factor analysis of high dimensional binary signals. SITIS 2005: 86-89

Hana Rezanková, Dusan Húsek, Jan Smid, Václav Snásel: Clustering of Documents Via Similarity Measures. Communications in Computing 2003: 292-299

Alexander A. Frolov, Dusan Húsek: Convergence Time in Hopfield Network. IJCNN (5) 2000: 622-626

Anton M. Sirota, Alexander A. Frolov, Dusan Húsek: Nonlinear factorization in sparsely encoded Hopfield-like neural networks. ESANN 1999: 387-392

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): 845-855 (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): 31-36 (1992)