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Work and study

1987 - MSc. in mathematics, Faculty of Mathematics and Physics, Comenius University in Bratislava and start of work at Institute of Measurement Science SAS
1993 - PhD. in bionics (thesis titled Nonlinear dynamics of selected biological systems)

Current research interests

Methods of nonlinear dynamics in signal processing:

• signal and time series analysis by methods of nonlinear dynamics; applications to complex physiological systems - noise reduction, modeling and prediction
• biological signals processing (ECG, EEG)
• complexity estimation using measures known from the fractal theory and theory of chaos

Current project

Selected publications

Submitted

• Teplan M., Krakovská A. (2010): EEG features of psycho-physiological relaxation, in preparation for submission to Biomedical Signal Processing and Control
• Krakovská A., Mezeiová K., (2010): Automatic sleep scoring. Search for optimal combination of measures, submitted to Artificial Intelligence of Medicine
• Teplan M., Krakovská A., Štolc S. (2010): Direct effects of audio-visual stimulation on EEG, submitted to Methods and Programs in Biomedicine

Journal publications

• Krakovská A. (2009): Vplýva cukrovka na mentálne schopnosti? Diabetik, 7-8 2009, 22-25. (full text - slovak)
• Šušmáková K., Krakovská A. (2008): Discrimination ability of individual measures used in sleep stages classification. Artificial Intelligence in Medicine, 44, 2008, 261-277. (see abstract or ask for preprint)
• Krakovská A., Štolc S. (2008): Spectral decay vs. correlation dimension of EEG. Neurocomputing, 71, 2008, 13-15, 2978-2985 (see abstract or ask for preprint).
• Šušmáková K., Krakovská A. (2007): Classification of Waking, Sleep Onset and Deep Sleep by Single Measures. Measurement Science Review, ISSN 1335-8871. Vol. 7, 2007, p. 34-38. (full text)
• Teplan M., Krakovská A., Štolc S. (2006): EEG responses to long-term audio-visual stimulation. International Journal of Psychophysiology, 59, 2006, 81-90. (see abstract or ask for preprint)
• Krakovská A., Štolc S. (2006): Fractal complexity of EEG signal. Measurement Science Review, ISSN 1335-8871. Vol. 6, 2006, p. 63-66. (full text)
• Teplan M., Krakovská A., Štolc S. (2006): Short-term effects of audio-visual stimulation on EEG. Measurement Science Review, ISSN 1335-8871. Vol. 6, 2006, p. 67-70. (full text)
• Krakovská A. (2001): Teória chaosu a fyziológia srdca. Československá fyziologie (Databases: In-Process, MEDLINE), vol. 50, no. 4, 2001, pp. 192-200. (full text - slovak)
• Krakovská A. (1995): Correlation dimension underestimation. Acta Physica Slovaca ISSN: 0323-0465, 45(5), pp. 567-574. (full text)

Conference proceedings (years 2005-2010 only)

• Krakovská A. (2009): Two decades of search for chaos in brain. Proceedings of 7th International Conference on Measurement. Bratislava, 2009, pp. 90-94. (full text)
• Šušmáková K., Krakovská A. (2009): Selection of Measures for Sleep Stages Classification. Proceedings of 7th International Conference on Measurement. Bratislava, 2009, pp. 86-89. (full text)
• Teplan M., Krakovská A. (2009): EEG features of psycho-physiological relaxation. ISABEL 2009, 2nd International Symposium on Applied Sciences in Biomedical and Communication Technologies. Bratislava, 2009, ISBN 978-80-227-3216-1. (full text)
• Teplan M., Krakovská A., Štolc S. (2009): EEG Characterization of Psycho-Physiological Rest and Relaxation. Proceedings of 7th International Conference on Measurement. Bratislava, 2009, pp. 161-164. (full text)
• Šušmáková K., Krakovská A., Cimermanová K. (2008): Spectral and nonlinear measures computed for all-night sleep EEG, ECG, EOG, and EMG. In: MEDITECH. Proceedings of the ESF Project Conference. Bratislava, Slovak University of Technology, 2008, 137-141.
• Krakovská A., Šušmáková K., Cimermanová K. (2007): Spectral and nonlinear measures computed for all-night sleep EEG, ECG, EOG, and EMG. Technical report. Inst. of Measurement science, SAS, Bratislava, 2007, p. 103.
• Šušmáková K., Krakovská A. (2007): Sleep stages from wake to deep sleep: classification ability of single measures. Proceedings of 6th International Conference on Measurement. Bratislava, 2007, pp. 404-407.
• Teplan M., Krakovská A., Štolc S. (2005): Long-term effects of audio-visual stimulation on human EEG. Coherence and Electromagnetic fields in Biological Systems. Fröhlich Centernary International Symposium. Abstract book. Prague, 2005, 60-62.
• Krakovská A. (2005): Ťažkosti s hľadaním chaosu v EEG a EKG. Sborník semináře Determinismus a chaos, Herbertov 5.-7.9.2005, ISBN 80-01-03269-8, 90-91. (full text - slovak)
• Štolc S., Krakovská A. (2005): Power-law decay vs. fractal complexity of EEG. Proceedings of 5th International Conference on Measurement. Bratislava, 2005, pp. 155-159. (full text)
• Teplan M., Krakovská A., Štolc S. (2005): Measures of EEG in the context of long-term audio-visual stimulation. In: MEASUREMENT 2005. 5th International Conference on Measurement. Bratislava, Slovak Republic, Institute of Measurement Science, SAS, 2005, 225-228. (full text)