Dusan Húsek

Orcid: 0000-0002-4011-5465

According to our database1, Dusan Húsek authored at least 48 papers between 1992 and 2017.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2017
Human-Inspired Eigenmovement Concept Provides Coupling-Free Sensorimotor Control in Humanoid Robot.
Frontiers Neurorobotics, 2017

2016
Comparison of Seven Methods for Boolean Factor Analysis and Their Evaluation by Information Gain.
IEEE Trans. Neural Networks Learn. Syst., 2016

2015
Nature-Inspired Algorithms for Selecting EEG Sources for Motor Imagery Based BCI.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

2014
New BFA method based on attractor neural network and likelihood maximization.
Neurocomputing, 2014

Two Expectation-Maximization algorithms for Boolean Factor Analysis.
Neurocomputing, 2014

Clustering the Sources of EEG Activity during Motor Imagery by Attractor Neural Network with Increasing Activity (ANNIA).
Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014

2012
Attractor Neural Network Combined with Likelihood Maximization Algorithm for Boolean Factor Analysis.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

Localizing Sources of Brain Activity Relevant to Motor Imagery Brain-Computer Interface Performance, Using Individual Head Geometry.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

BFA and BMF: What is the difference.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

Fuzzy clustering: Determining the number of clusters.
Proceedings of the Fourth International Conference on Computational Aspects of Social Networks, 2012

2011
Brain-Computer Interface: Common Tensor Discriminant Analysis classifier evaluation.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Expectation-maximization approach to Boolean factor analysis.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Boolean Factor Analysis by Expectation-Maximization Method.
Proceedings of the Third International Conference on Intelligent Human Computer Interaction (IHCI 2011), 2011

Brain Computer Interface Enhancement by Independent Component Analysis.
Proceedings of the Third International Conference on Intelligent Human Computer Interaction (IHCI 2011), 2011

New Measure of Boolean Factor Analysis Quality.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Comparison of Selected Methods for Document Clustering.
Proceedings of the Advances in Intelligent Web Mastering - 3, 2011

Evaluation of Categorical Data Clustering.
Proceedings of the Advances in Intelligent Web Mastering - 3, 2011

2010
Learning and Unlearning in Hopfield-Like Neural Network Performing Boolean Factor Analysis.
Proceedings of the Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski, 2010

Origin and elimination of two global spurious attractors in Hopfield-like neural network performing Boolean factor analysis.
Neurocomputing, 2010

2009
Web Data Clustering.
Proceedings of the Foundations of Computational Intelligence, 2009

Recurrent-Neural-Network-Based Boolean Factor Analysis and Its Application to Word Clustering.
IEEE Trans. Neural Networks, 2009

Social Group Identification and Clustering.
Proceedings of the International Conference on Computational Aspects of Social Networks, 2009

2008
Clustering variables by classical approaches and neural network Boolean factor analysis.
Proceedings of the International Joint Conference on Neural Networks, 2008

Implementing Boolean Matrix Factorization.
Proceedings of the Artificial Neural Networks, 2008

On the Implementation of Boolean Matrix Factorization.
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

Clusters Number Determination and Statistical Software Packages.
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

Some Remarks on Binary Data Grouping.
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

2007
Boolean Factor Analysis by Attractor Neural Network.
IEEE Trans. Neural Networks, 2007

Comparison of Neural Network Boolean Factor Analysis Method with Some Other Dimension Reduction Methods on Bars Problem.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Bars Problem Solving - New Neural Network Method and Comparison.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Pattern Discovery for High-Dimensional Binary Datasets.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Fusing Data and Optimizing Queries for Intelligent Search.
Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007

Image Analysis by Methods of Dimension Reduction.
Proceedings of the 6th International Conference on Computer Information Systems and Industrial Management Applications, 2007

Semantic Analysis of Web Pages Using Cluster Analysis and Nonnegative Matrix Factorization.
Proceedings of the Advances in Intelligent Web Mastering, Proceedings of the 5th Atlantic Web Intelligence Conference - AWIC 2007, Fontainebleau, France, June 25, 2007

2006
New Neural Network Based Approach Helps to Discover Hidden Russian Parliament Voting Patterns.
Proceedings of the International Joint Conference on Neural Networks, 2006

Faster Learning with Overlapping Neural Assemblies.
Proceedings of the Artificial Neural Networks, 2006

Implementing GP on Optimizing both Boolean and Extended Boolean Queries in IR and Fuzzy IR systems with Respect to the Users Profiles.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Neural network nonlinear factor analysis of high dimensional binary signals.
Proceedings of the 1st International Conference on Signal-Image Technology and Internet-Based Systems, 2005

Using Genetic Algorithms for Boolean Queries Optimization.
Proceedings of the Ninth IASTED International Conference on Internet and Multimedia Systems and Applications (IMSA 2005), 2005

2003
Binary Factorization in Hopfield-Like Neural Autoassociator: A Promising Tool for Data Compression.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

Clustering of Documents Via Similarity Measures.
Proceedings of the International Conference on Communications in Computing, 2003

2002
Application of Hopfield-like Neural Networks to Nonlinear Factorization.
Proceedings of the COMPSTAT 2002, 2002

2000
Convergence Time in Hopfield Network.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999
Nonlinear factorization in the hippocampal neural structure.
Proceedings of the International Joint Conference Neural Networks, 1999

Nonlinear factorization in sparsely encoded Hopfield-like neural networks.
Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999

1997
Informational Capacity and Recall Quality in Sparsely Encoded Hopfield-like Neural Network: Analytical Approaches and Computer Simulation.
Neural Networks, 1997

1993
Once more on the information capacity of the hopefield network.
Proceedings of the 1st European Symposium on Artificial Neural Networks, 1993

1992
Spreading activation methods in information retrieval - A connectionist approach.
Neurocomputing, 1992


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