Languages
Publications
2015
Generic Multi-Complexity Representation of Cardiodynamics: From Early Detection of Emerging Abnormalities to Personalized Treatment Optimization. In: BIT's 7th Annual International Congress of Cardiology-2015 (Shanghai, China).; 2015. 176.
Multi-complexity ensemble measures for gait time series analysis: Application to diagnostics, monitoring and biometrics. Signal and Image Analysis for Biomedical and Life Sciences (Springer Advances in Experimental Medicine and Biology). 2015;823:107-26.
2014
Universal Multi-Complexity Measures for Physiological State Quantification in Intelligent Diagnostics and Monitoring Systems. Communications in Computer and Information Science, Springer. 2014;404:76-90.
2013
Robust Algorithmic Detection of Cardiac Pathologies from Short Periods of RR Data. In: Knowledge-Based Systems in Biomedicine and Computational Life Science - Studies in Computational Intelligence (Springer). Vol 450.; 2013. p. 137-53.
Multi-complexity measures for early detection and monitoring of neurological abnormalities from gait time series. AIP Conference Proceedings. 2013;1559.
2011
Diagnostics of complex and rare abnormalities using ensemble decomposition learning. In: Diagnostics of complex and rare abnormalities using ensemble decomposition learning. Bangkok, Thailand; 2011. p. 19-26.
Robust algorithmic detection of the developed cardiac pathologies and emerging or transient abnormalities from short periods of RR data. In: International Symposium on Computational Models for Life Sciences. Toyama, Japan; 2011. p. 215-24.
Ensemble Decomposition Learning for Optimal Utilization of Implicitly Encoded Knowledge in Biomedical Applications. In: IASTED International Conference on Computational Intelligence and Bioinformatics. Pittsburgh, USA; 2011. p. 69-73.
Multi-objective physiological indicators based on complementary complexity measures: application to early diagnostics and prediction of acute events. In: International Conference on Computer and Computational Intelligence. Bangkok, Thailand; 2011. p. 95-106.
Physiological meta-indicators for professional sports applications: express diagnostics, overtraining detection, and quantification of individual zones of optimal functioning. In: VII International scientific and practical conference for memory of P.Roudik.; 2011. p. 5-7.
2009
Generic regularization of boosting-based algorithms for the discovery of regime-independent portfolio strategies from high-noise time series. In: The Fourth International Conference on Innovative Computing, Information and Control.; 2009.
2008
Discovery of multi-component portfolio strategies with continuous tuning to the changing market micro-regimes using input-dependent boosting. In: Computational Finance and its Applications III.; 2008.
Removal of confusing training samples as a generic mechanism to improve and diversify trading strategies discovered by boosting-based optimisation. In: Proceedings of Computational Intelligence in Economics and Finance.; 2008.