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| Martin Macas |
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| Czech Technical University in Prague, Prague |
| Regular Member |
| Personal Web Site: |
| Main page: http://www.mirlabs.net/global/index.php?c=main&a=person&id=855 |
| Short Biography |
Personal Date of birth: May 11, 1981 Nationality: Czech Republic Education 2005 - 2008: Ph.D. student at the
Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University in Prague,
Technická 2, 166 27, Prague 6, Czech Republic. 1999 - 2005: Faculty of
Electrical Engineering, Czech Technical University in Prague, Technická 2, 166 27, Prague 6, Czech Republic.
Master Degree in Technical Cybernetics. Employment 2008 - now: Researcher at the
Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University in Prague,
Technická 2, 166 27, Prague 6, Czech Republic.. Research
Interests Biomedical signal processing Nature-inspired methods Swarm intelligence Awards
and Awarded Grants 2012: Physionet/Computers in Cardiology Challenge, Prediction of mortality of intensive care unit patients, achieved 4th place in Event 1 and 3rd place in Event 2. 2006: Award ”Best nature inspired concept” in NiSIS Competition 2006: Soft Sensor for the adaptive Catalyst Monitoring of a Multi-Tube Reactor. 2011-2012: Universities Development Foundation (FRVŠ) 1885/F1a: "Advanced artificial intelligence - innovation of seminars". 2009 - 2011: member of research team solving project MSM 6840770012, "Transdisciplinary Biomedical Engineering Research II". 2005 - 2008 NiSIS Nature-inspired
Smart Information Systems, EU FP6 CA, IST. 2006 - 2007: Internal Grant CTU0608413 "The use of particle swarm optimization in biomedical signals processing and analysis". 2005-2006: Universities Development Foundation (FRVŠ) 2812/G3: "Processing and automatic classification of eye movement signals". Research fellowship 2006 (September-December) Temporary staff member in the School of Design, Engineering and Computing at Bournemouth University. Teaching skills Recently: Teaching Assistant in
”Advanced Artificial Intelligence” and ”Artificial Intelligence”. Supervisor of the
bachelor’s/master’s thesis and individual projects: 6 students in total Former Teaching Assistant in
”Introduction to Biomedical Engineering”, ”Cognitive Processes” and ”Cybernetics and Artificial
Intelligence”. |
| List of top 5 publications in the last 5 years |
Macaš, M. - Lhotská, L. -
Bakštein, E. - Novák, D. - Wild, J. - et al. Wrapper Feature Selection for
Small Sample Size Data Driven by Complete Error Estimates In: Computer
Methods and Programs in Biomedicine. 2012, vol. 108, no. 1, p.
138-150. Křemen, V. - Lhotská, L. - Macaš, M. - Čihák, R. - Kautzner, J. -
et al.: A New Approach to Automated Assessment of Fractionation of Endocardial
Electrograms During Atrial Fibrillation. Physiological Measurement. 2008, vol.
29, no. 12, p. 1371-1381. Macaš, M. - Lhotská, L.: Social Impact
and Optimization. International Journal of Computational Intelligence
Research. 2008, vol. 4, no. 2, p. 129-134. ISSN 0973-1873.. Macaš, M. - Kužílek, J. -
Huptych, M. - Odstrčilík, T.: Linear Bayes Classification for
Mortality Prediction. In Computing in Cardiology 2012 [CD-ROM]. New
York: IEEE, 2012, p. 1-4. ISSN 0276-6574. Macaš, M. - Lhotská, L. (supervisor): Opinion
Formation Inspired Search Strategies for Feature Selection. [PhD Thesis].
Praha: České vysoké učení technické v Praze, 2012. 122 p. |
| List of top 5 academic activities during the last 5 years |
SmartArt2012 (Student Conference on Smart Grids and
Artificial Intelligence) - Organizing committee member, https://ekonom.feld.cvut.cz/smartart SOCO2012 (International Conference on Soft Computing Models in Industrial and Environmental Applications) – Organizer of Special Session on Soft Computing Models for Biomedical Signals and Data Processing, http://soco.usal.es |