Martin Macaš
Department of Cybernetics, Faculty of Electrical Engineering
Czech Technical University
Room: B-203
Tel.: +420 22435 4 179
E-mail: Martin.Macas@cvut.cz
Member of:
Lidi s celokatedernà působnostÃ
Current Position:
- Canceled -
Current Projects:
2006
Grant Fondu Rozvoje Vysokých ©kol:
Zpracování a klasifikace signálù oèních pohybù
Processing and classification of eye movement signals
Interní Grant ÈVUT:
Vyu¾ití particle swarm optimalizace pøi zpracování a analýze biologických signálù
The use of particle swarm optimization in processing and analysis of biological signals
Grant Fondu Rozvoje Vysokých ©kol:
Zpracování a klasifikace signálù oèních pohybù
Processing and classification of eye movement signals
Interní Grant ÈVUT:
Vyu¾ití particle swarm optimalizace pøi zpracování a analýze biologických signálù
The use of particle swarm optimization in processing and analysis of biological signals
Teaching:
Spring 2007:
X33UIP Pokroèilá Umìlá Inteligence (Advanced Artificial Intelligence)
X33UIP Pokroèilá Umìlá Inteligence (Advanced Artificial Intelligence)
Education:
2005: received an MSc. degree in Technical Cybernetics from the Czech Technical University in Prague (Faculty of Electrical Engineering, Dep. of cybernetics), Czech Republic
2006-??: enrolled as PhD student on CTU in Prague, Faculty of Electrical Engineering, Dep. of cybernetics (Gerstner laboratory, Nature inspired technology group)
2006-??: enrolled as PhD student on CTU in Prague, Faculty of Electrical Engineering, Dep. of cybernetics (Gerstner laboratory, Nature inspired technology group)
Theses Supervised:
Particle Swarm Optimization for Neural Network Training
Bachelor Thesis
Feature Selection using Particle Swarm Optimization
Semestral and Diploma Thesis
Wavelet Analysis of Eye Movement Signals
Semestral and Diploma Thesis
Bachelor Thesis
Feature Selection using Particle Swarm Optimization
Semestral and Diploma Thesis
Wavelet Analysis of Eye Movement Signals
Semestral and Diploma Thesis
Publications:
2004
Novák, D. - Kordík, P. - Maca¹, M. - Brzezny, R. - Vyhnálek, M. - et al.: School Children Dyslexia Analysis using Self Organizing Maps. In 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society [CD-ROM]. Los Alamitos: IEEE Computer Society Press, 2004, s. 1-4. ISBN 0-7803-8440-7.
2005
Maca¹, M. - Lhotská, L. - Novák, D.: Bio-inspired Methods for Analysis and Classification of Reading Eye Movements of Dyslexic Children.. In European Symposium on Nature-inspired Smart Information Systems [CD-ROM]. 2005,
Maca¹, M. - Lhotská, L. - Novák, D.: Dyslexia Detection from Eye Movements Using Artificial Neural Networks. In The 3rd European Medical and Biological Engineering Conference - EMBEC´05 [CD-ROM]. Praha: Spoleènost biomedicínského in¾enýrství a lékaøské informatiky ÈLS JEP, 2005, vol. 11, ISSN 1727-1983.
Lhotská, L. - Maca¹, M. - Strackeljan, J. - Jantzen, J.: Applied Nature Inspired System: Preliminary Investigation. In European Symposium on Nature-inspired Smart Information Systems [CD-ROM]. 2005.
2006
Lhotská, L. - Maca¹, M. - Bur¹a, M.: The Use of Nature Inspired Methods in Electrocardiogram Analysis. In Intelligent Data Engineering and Automated Learning – Proceedings of IDEAL 2006. Berlin: Springer, 2006, s. 1390-1398. ISBN 3-540-45485-3.
Maca¹, M. - Bur¹a, M. - Lhotská, L.: Discrete and Continuous Aspects of Nature Inspired Methods. In Mallorca Brainstorming Meeting 2006. Aachen: NiSIS, 2006, s. 33-34.
Maca¹, M. - Novák, D. - Lhotská, L.: Constraints in Particle Swarm Optimization of Hidden Markov Models. In Intelligent Data Engineering and Automated Learning – Proceedings of IDEAL 2006. Berlin: Springer, 2006, s. 1399-1406. ISBN 3-540-45485-3.
Maca¹, M. - Novák, D. - Lhotská, L.: Particle Swarm Optimization for Hidden Markov Models with Application to Intracranial Pressure Analysis . In Analysis of Biomedical Signals and Images - Proceedings of Biosignal 2006. Brno: VUTIUM Press, 2006, s. 175-177. ISBN 80-214-3152-0.
Georgoulas, G. - Stylios, C. - Chudáèek, V. - Maca¹, M. - Bernardes, J. - et al.: Classification of Fetal Heart Rate Signals Based on Features Selected Using the Binary Particle Swamrm Algorithm. In IFMBE Proceedings World Congress on Medical Physics and Biomedical Engineering 2006 [CD-ROM]. Berlin: Springer-Verlag, 2006, vol. 14, p. 1049-1052. ISBN 3-540-36839-6.
Maca¹, M. - Lhotská, L. - Novák, D.: Unsupervised Cluster Analysis Using Particle Swarms for Oculographic Signal Segmentation. In International Special Topics Conference on Information Technology in Biomedicine [CD-ROM]. Piscataway: IEEE, 2006,
Saska, M. - Maca¹, M. - Pøeuèil, L. - Lhotská, L.: Robot Path Planning using Particle Swarm Optimization of Ferguson Splines. In ETFA 2006 Proceedings [CD-ROM]. Piscataway: IEEE, 2006, ISBN 1-4244-0681-1.
Maca¹, M. - Bur¹a, M. - Lhotská, L.: Discrete and Continuous Aspects of Nature Inspired Methods . In Knowledge-Based Intelligent Information and Engineering Systems, Part II. Heidelberg: Springer, 2006, vol. II, p. 409-416. ISBN 3-540-46537-5.
Maca¹, M. - Lhotská, L.: Social Impact and Optimization. In European Symposium on Nature-inspired Smart Information Systems. 2006.
Maca¹, M.: Soft Sensor for The Adaptive Catalyst Monitoring of a Multi-Tube Reactor, NiSIS Competition Technical Report. In European Symposium on Nature-inspired Smart Information Systems. 2006.
2005
Maca¹, M. - Lhotská, L. - Novák, D.: Bio-inspired Methods for Analysis and Classification of Reading Eye Movements of Dyslexic Children.. In European Symposium on Nature-inspired Smart Information Systems [CD-ROM]. 2005,
Maca¹, M. - Lhotská, L. - Novák, D.: Dyslexia Detection from Eye Movements Using Artificial Neural Networks. In The 3rd European Medical and Biological Engineering Conference - EMBEC´05 [CD-ROM]. Praha: Spoleènost biomedicínského in¾enýrství a lékaøské informatiky ÈLS JEP, 2005, vol. 11, ISSN 1727-1983.
Lhotská, L. - Maca¹, M. - Strackeljan, J. - Jantzen, J.: Applied Nature Inspired System: Preliminary Investigation. In European Symposium on Nature-inspired Smart Information Systems [CD-ROM]. 2005.
2006
Lhotská, L. - Maca¹, M. - Bur¹a, M.: The Use of Nature Inspired Methods in Electrocardiogram Analysis. In Intelligent Data Engineering and Automated Learning – Proceedings of IDEAL 2006. Berlin: Springer, 2006, s. 1390-1398. ISBN 3-540-45485-3.
Maca¹, M. - Bur¹a, M. - Lhotská, L.: Discrete and Continuous Aspects of Nature Inspired Methods. In Mallorca Brainstorming Meeting 2006. Aachen: NiSIS, 2006, s. 33-34.
Maca¹, M. - Novák, D. - Lhotská, L.: Constraints in Particle Swarm Optimization of Hidden Markov Models. In Intelligent Data Engineering and Automated Learning – Proceedings of IDEAL 2006. Berlin: Springer, 2006, s. 1399-1406. ISBN 3-540-45485-3.
Maca¹, M. - Novák, D. - Lhotská, L.: Particle Swarm Optimization for Hidden Markov Models with Application to Intracranial Pressure Analysis . In Analysis of Biomedical Signals and Images - Proceedings of Biosignal 2006. Brno: VUTIUM Press, 2006, s. 175-177. ISBN 80-214-3152-0.
Georgoulas, G. - Stylios, C. - Chudáèek, V. - Maca¹, M. - Bernardes, J. - et al.: Classification of Fetal Heart Rate Signals Based on Features Selected Using the Binary Particle Swamrm Algorithm. In IFMBE Proceedings World Congress on Medical Physics and Biomedical Engineering 2006 [CD-ROM]. Berlin: Springer-Verlag, 2006, vol. 14, p. 1049-1052. ISBN 3-540-36839-6.
Maca¹, M. - Lhotská, L. - Novák, D.: Unsupervised Cluster Analysis Using Particle Swarms for Oculographic Signal Segmentation. In International Special Topics Conference on Information Technology in Biomedicine [CD-ROM]. Piscataway: IEEE, 2006,
Saska, M. - Maca¹, M. - Pøeuèil, L. - Lhotská, L.: Robot Path Planning using Particle Swarm Optimization of Ferguson Splines. In ETFA 2006 Proceedings [CD-ROM]. Piscataway: IEEE, 2006, ISBN 1-4244-0681-1.
Maca¹, M. - Bur¹a, M. - Lhotská, L.: Discrete and Continuous Aspects of Nature Inspired Methods . In Knowledge-Based Intelligent Information and Engineering Systems, Part II. Heidelberg: Springer, 2006, vol. II, p. 409-416. ISBN 3-540-46537-5.
Maca¹, M. - Lhotská, L.: Social Impact and Optimization. In European Symposium on Nature-inspired Smart Information Systems. 2006.
Maca¹, M.: Soft Sensor for The Adaptive Catalyst Monitoring of a Multi-Tube Reactor, NiSIS Competition Technical Report. In European Symposium on Nature-inspired Smart Information Systems. 2006.
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