Ing. Dušan Húsek, CSc.

(Dusan Husek)

Publications

Selected publications:

Frolov Alexander prof. Ing., DrSc., Húsek Dušan Ing., CSc., Snášel Václav prof. RNDr., CSc., Alexandrov Alexei RNDr. Ing., CSc., Bobrov Pavel Mgr., Ph.D.: Řízení pohybu antropomorfních robotických systémů s mnoha  stupni volnosti na základě principů nezávislého řízení pohybu ve směru charakteristických vektorů linearizované dynamické Lagrangeovy rovnice a antropomorfní robotický systém. The Industrial Property Office of the Czech Republic, ministry bulletin No. 4/2018, PATENT CZ 307 125 B6, 2018

Alexandrov, A.V. - Lippi, V. - Mergner, T. - Frolov, A. A. - Hettich, G. - Húsek, Dušan: Human-Inspired Eigenmovement Concept Provides Coupling-Free Sensorimotor Control in Humanoid Robot. Frontiers in Computational Neuroscience. Vol. 11, 25 April (2017), paper No. 22. 13p.2 additional files ISSN 1662-5188

Frolov, A. A. - Húsek, Dušan - Silchenko, A.V. - Tintěra, J. - Rydlo, J.: The Changes in the Hemodynamic Activity of the Brain during Motor Imagery Training with the Use of Brain-Computer Interface. Human Physiology. Vol. 42, No. 1 (2016), pp. 1-12 ISSN 0362-1197

Frolov, A. - Húsek, Dušan - Polyakov, P.Y.: Comparison of Seven Methods for Boolean Factor Analysis and Their Evaluation by Information Gain. IEEE Transactions on Neural Networks and Learning Systems. Vol. 27, No. 3 (2016), pp. 538-550 ISSN 2162-237X

Frolov, A. A. - Húsek, Dušan - Polyakov, P.Y. - Snášel, V.: New BFA Method Based on Attractor Neural Network and Likelihood Maximization. Neurocomputing Vol. 132, 20 May (2014), pp. 14-29  ISSN 0925-2312

Frolov, A. A. - Húsek, Dušan - Polyakov, P.Y.: Two Expectation-Maximization Algorithms for Boolean Factor Analysis. Neurocomputing. Vol. 130, 23 April (2014), pp. 83-97 ISSN 0925-2312

Frolov AA, Husek D, Muraviev IP, et al.: Origin and elimination of two global spurious attractors in Hopfield-like neural network performing Boolean factor analysis NEUROCOMPUTING, 73 ( 7-9) pp: 1394-1404 Published: MAR 2010 [IF: 1.440

Frolov AA, Húsek D, Muraviev IP, et al: Boolean factor analysis by attractor neural network
IEEE Transactions on Neural Networks   Volume: 18   Issue: 3  pp. 698-707  Published: MAY 2007 [IF: 2.889]

Frolov, A. A. - Húsek, Dušan - Polyakov, P.Y.: Recurrent Neural Network Based Boolean Factor Analysis and its Application to Word Clustering. IEEE Transactions on Neural Networks. 20, (4) pp.1073-1086 Published: JUL 2009. ISSN 1045-9227, [IF: 2.889]

Húsek, D., Pokorný, J., Řezanková, H., Snášel, V.: Data Clustering: From Documents to the Web. In: Vakali, A., Pallis, G. Web Data Management Practices: Emerging Techniques and Technologies. Hershey : Idea Group Publishing, 2007. 1–33. ISBN 1-59904-230-4.

Frolov, A. A. - Húsek, D. - Rachkovskij, D.: Time Searching for Similar Binary Vectors in Associative Memory. Cybernetics and Systems Analysis. Vol. 42, No 5 (2006), pp.615-623. ISSN 1060-0396

Frolov AA, Húsek D, Muraviev IP: Informational capacity and recall quality in sparsely encoded Hopfield-like neural network: Analytical approaches and computer simulation NEURAL NETWORKS   Vol.10  No.5  pp.845-855  Published: (1997)

Overview

Total 318 (26.03.2019). From this: Conference Paper (international conference) 107 , Journal Article 88, Research Report 31, Newspaper Article 20, Abstract 17, Proceedings Abstract 17, Impacted Journal Article 17, Conference Paper (Czech conference) 17, Book Review 13, Proceedings (international conference) 7, Monography Chapter 7 Monography 5,  Proceedings (Czech conference) 2, Conference, Workshop Arrangement 2, Thesis 1, Patent 1.

Scientometric data:

WOS ResearcherID: B-1085-2011;  Total Articles in Publication List: 70; Articles With Citation Data: 68; Sum of the Times Cited: 225;  Average Citations per Article: 3.31; h-index: 7;  Last Updated:  03/26/2019 18:06 GMT

Google ScholarAll years:/from 2014  i10-index 30 / 14  h-index 16 / 12: Times  cited  1062Citations / 470 Updated:  03/27/2019 02:26 GMT