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ORCIDDusan Húsek
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2010 – 2019
- 2017
[j9]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: 22 (2017)- 2016
- [j8]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): 538-550 (2016) - 2015
- [c37]Sebastián Basterrech, Pavel Bobrov, Alexander A. Frolov, Dusan Húsek:
Nature-Inspired Algorithms for Selecting EEG Sources for Motor Imagery Based BCI. ICAISC 2015: 79-90 - 2014
- [j7]Alexander A. Frolov, Dusan Húsek, Pavel Polyakov:
Two Expectation-Maximization algorithms for Boolean Factor Analysis. Neurocomputing 130: 83-97 (2014) - [j6]Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov, Václav Snásel:
New BFA method based on attractor neural network and likelihood maximization. Neurocomputing 132: 14-29 (2014) - [c36]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: 183-191 - 2012
- [c35]Hana Rezanková, Dusan Húsek:
Fuzzy clustering: Determining the number of clusters. CASoN 2012: 277-282 - [c34]Alexander A. Frolov, Ajith Abraham, Pavel Yu. Polyakov, Dusan Húsek, Hana Rezanková:
BFA and BMF: What is the difference. ISDA 2012: 890-896 - [c33]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 - [c32]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 - 2011
- [c31]Radim Sevcik, Hana Rezanková, Dusan Húsek:
Comparison of Selected Methods for Document Clustering. AWIC 2011: 101-110 - [c30]Hana Rezanková, Tomas Loster, Dusan Húsek:
Evaluation of Categorical Data Clustering. AWIC 2011: 173-182 - [c29]Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov:
New Measure of Boolean Factor Analysis Quality. ICANNGA (1) 2011: 100-109 - [c28]Pavel Bobrov, Alexander A. Frolov, Dusan Húsek:
Brain Computer Interface Enhancement by Independent Component Analysis. IHCI 2011: 51-60 - [c27]Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov:
Boolean Factor Analysis by Expectation-Maximization Method. IHCI 2011: 243-254 - [c26]Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov:
Expectation-maximization approach to Boolean factor analysis. IJCNN 2011: 559-566 - [c25]Alexander A. Frolov, Dusan Húsek, Pavel Bobrov:
Brain-Computer Interface: Common Tensor Discriminant Analysis classifier evaluation. NaBIC 2011: 614-620 - 2010
- [j5]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) - [p2]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
2000 – 2009
- 2009
- [j4]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): 1073-1086 (2009) - [c24]Dusan Húsek, Hana Rezanková, Jiri Dvorský:
Social Group Identification and Clustering. CASoN 2009: 73-79 - [p1]Dusan Húsek, Jaroslav Pokorný, Hana Rezanková, Václav Snásel:
Web Data Clustering. Foundations of Computational Intelligence (4) 2009: 325-353 - 2008
- [c23]Hana Rezanková, Dusan Húsek, Václav Snásel:
Clusters Number Determination and Statistical Software Packages. DEXA Workshops 2008: 549-553 - [c22]Václav Snásel, Pavel Krömer, Jan Platos, Dusan Húsek:
On the Implementation of Boolean Matrix Factorization. DEXA Workshops 2008: 554-558 - [c21]Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Václav Snásel, Pavel Yu. Polyakov:
Some Remarks on Binary Data Grouping. DEXA Workshops 2008: 559-565 - [c20]Roman Neruda, Václav Snásel, Jan Platos, Pavel Krömer, Dusan Húsek, Alexander A. Frolov:
Implementing Boolean Matrix Factorization. ICANN (1) 2008: 543-552 - [c19]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 - 2007
- [j3]Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Yu. Polyakov:
Boolean Factor Analysis by Attractor Neural Network. IEEE Trans. Neural Networks 18(3): 698-707 (2007) - [c18]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 - [c17]Pavel Moravec, Václav Snásel, Alexander A. Frolov, Dusan Húsek, Hana Rezanková, Pavel Polyakov:
Image Analysis by Methods of Dimension Reduction. CISIM 2007: 272-277 - [c16]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 - [c15]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 - [c14]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 - [c13]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 - 2006
- [c12]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: 1499-1505 - [c11]Andrei Kursin, Dusan Húsek, Roman Neruda:
Faster Learning with Overlapping Neural Assemblies. ICANN (1) 2006: 226-233 - [c10]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 - 2005
- [c9]Dusan Húsek, Václav Snásel, Suhail S. J. Owais, Pavel Krömer:
Using Genetic Algorithms for Boolean Queries Optimization. IMSA 2005: 178-184 - [c8]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 - 2003
- [c7]Hana Rezanková, Dusan Húsek, Jan Smid, Václav Snásel:
Clustering of Documents Via Similarity Measures. Communications in Computing 2003: 292-299 - [c6]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: 58-62 - 2002
- [c5]Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Václav Snásel:
Application of Hopfield-like Neural Networks to Nonlinear Factorization. COMPSTAT 2002: 177-182 - 2000
- [c4]Alexander A. Frolov, Dusan Húsek:
Convergence Time in Hopfield Network. IJCNN (5) 2000: 622-626
1990 – 1999
- 1999
- [c3]Anton M. Sirota, Alexander A. Frolov, Dusan Húsek:
Nonlinear factorization in sparsely encoded Hopfield-like neural networks. ESANN 1999: 387-392 - [c2]Anton M. Sirota, Alexander A. Frolov, Dusan Húsek:
Nonlinear factorization in the hippocampal neural structure. IJCNN 1999: 576-581 - 1997
- [j2]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) - 1993
- [c1]Alexander A. Frolov, Dusan Húsek:
Once more on the information capacity of the hopefield network. ESANN 1993 - 1992
- [j1]Dusan Húsek, Jaroslav Pokorný:
Spreading activation methods in information retrieval - A connectionist approach. Neurocomputing 4(1): 31-36 (1992)
Coauthor Index
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