{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T23:23:03Z","timestamp":1742944983740,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319452425"},{"type":"electronic","value":"9783319452432"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-45243-2_18","type":"book-chapter","created":{"date-parts":[[2016,9,19]],"date-time":"2016-09-19T09:41:42Z","timestamp":1474278102000},"page":"197-207","source":"Crossref","is-referenced-by-count":7,"title":["Generic Ensemble-Based Representation of Global Cardiovascular Dynamics for Personalized Treatment Discovery and Optimization"],"prefix":"10.1007","author":[{"given":"Olga","family":"Senyukova","sequence":"first","affiliation":[]},{"given":"Valeriy","family":"Gavrishchaka","sequence":"additional","affiliation":[]},{"given":"Maria","family":"Sasonko","sequence":"additional","affiliation":[]},{"given":"Yuri","family":"Gurfinkel","sequence":"additional","affiliation":[]},{"given":"Svetlana","family":"Gorokhova","sequence":"additional","affiliation":[]},{"given":"Nikolay","family":"Antsygin","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,9,20]]},"reference":[{"key":"18_CR1","doi-asserted-by":"crossref","first-page":"021906","DOI":"10.1103\/PhysRevE.71.021906","volume":"71","author":"M Costa","year":"2005","unstructured":"Costa, M., Goldberger, A.L., Peng, C.-K.: Multiscale entropy analysis of physiologic time series. Phys. Rev. Lett. E 71, 021906 (2005)","journal-title":"Phys. Rev. Lett. E"},{"issue":"1","key":"18_CR2","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1006\/jcss.1997.1504","volume":"55","author":"Y Freund","year":"1997","unstructured":"Freund, Y., Schapire, R.E.: A decision-theoretic generalization of on-line learning and an application to boosting. J. Comput. Syst. Sci. 55(1), 119\u2013139 (1997)","journal-title":"J. Comput. Syst. Sci."},{"key":"18_CR3","series-title":"Studies in Computational Intelligence","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1007\/978-3-642-33015-5_6","volume-title":"Knowledge-Based Systems in Biomedicine and Computational Life Science","author":"VV Gavrishchaka","year":"2013","unstructured":"Gavrishchaka, V.V., Senyukova, O.V.: Robust algorithmic detection of cardiac pathologies from short periods of RR data. In: Pham, T., Jain, L.C. (eds.) Knowledge-Based Systems in Biomedicine. SCI, vol. 450, pp. 137\u2013153. Springer, Heidelberg (2013)"},{"doi-asserted-by":"crossref","unstructured":"Gavrishchaka, V., Senyukova, O., Davis, K.: Multi-complexity ensemble measures for gait time series analysis: application to diagnostics, monitoring and biometrics. In: Signal and Image Analysis for Biomedical and Life Sciences. Advances in Experimental Medicine and Biology, vol. 823, pp. 107\u2013126. Springer International Publishing, Cham (2015)","key":"18_CR4","DOI":"10.1007\/978-3-319-10984-8_6"},{"key":"18_CR5","volume-title":"Nonlinear Time Series Analysis","author":"H Kantz","year":"1997","unstructured":"Kantz, H., Schreiber, T.: Nonlinear Time Series Analysis. Cambridge University Press, Cambridge (1997)"},{"issue":"5","key":"18_CR6","first-page":"1627","volume":"37","author":"D Makowiec","year":"2006","unstructured":"Makowiec, D., Dudkowska, A., Zwierz, M., et al.: Scale invariant properties in heart rate signals. Acta Phys. Pol. B 37(5), 1627\u20131639 (2006)","journal-title":"Acta Phys. Pol. B"},{"key":"18_CR7","doi-asserted-by":"crossref","first-page":"056110","DOI":"10.1103\/PhysRevE.68.056110","volume":"68","author":"J-P Onnela","year":"2003","unstructured":"Onnela, J.-P., Chakraborti, A., Kaski, K., Kertesz, J., Kanto, A.: Dynamics of market correlations: taxonomy and portfolio analysis. Phys. Rev. E 68, 056110 (2003)","journal-title":"Phys. Rev. E"},{"key":"18_CR8","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1063\/1.166141","volume":"5","author":"C-K Peng","year":"1995","unstructured":"Peng, C.-K., Havlin, S., Stanley, E.H., Goldberger, A.L.: Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time series. Chaos 5, 82\u201387 (1995)","journal-title":"Chaos"},{"doi-asserted-by":"crossref","unstructured":"Senyukova, O., Gavrishchaka, V.: Ensemble decomposition learning for optimal utilization of implicitly encoded knowledge in biomedical applications. In: IASTED International Conference on Computational Intelligence and Bioinformatics, pp. 69\u201373. ACTA Press, Calgary (2011)","key":"18_CR9","DOI":"10.2316\/P.2011.753-025"},{"key":"18_CR10","series-title":"Communications in Computer and Information Science","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1007\/978-3-642-54121-6_7","volume-title":"Biomedical Informatics and Technology","author":"O Senyukova","year":"2014","unstructured":"Senyukova, O., Gavrishchaka, V., Koepke, M.: Universal multi-complexity measures for physiological state quantification in intelligent diagnostics and monitoring systems. In: Pham, T.D., Ichikawa, K., Oyama-Higa, M., Coomans, D., Jiang, X. (eds.) ACBIT 2013. CCIS, vol. 404, pp. 76\u201390. Springer, Heidelberg (2014)"},{"doi-asserted-by":"crossref","unstructured":"Task Force of the European Society of Cardiology, the North American Society of Pacing and Electrophysiology: Heart rate variability: standards of measurement, physiological interpretation, and clinical use. Circulation 93, 1043\u20131065 (1996)","key":"18_CR11","DOI":"10.1161\/01.CIR.93.5.1043"},{"key":"18_CR12","volume-title":"Pattern Recognition","author":"S Theodoridis","year":"1998","unstructured":"Theodoridis, S., Koutroumbas, K.: Pattern Recognition. Academic Press, San Diego (1998)"},{"key":"18_CR13","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1016\/j.jebo.2010.01.004","volume":"75","author":"M Tumminello","year":"2010","unstructured":"Tumminello, M., Lillo, F., Mantegna, R.N.: Correlation, hierarchies, and networks in financial markets. J. Econ. Behav. Organ. 75, 40\u201358 (2010)","journal-title":"J. Econ. Behav. Organ."},{"key":"18_CR14","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1098\/rsta.2008.0232","volume":"367","author":"A Voss","year":"2008","unstructured":"Voss, A., Schulz, S., Schroederet, R., et al.: Methods derived from nonlinear dynamics for analysing heart rate variability. Philosophical Trans. Royal Soci. A 367, 277\u2013296 (2008)","journal-title":"Philosophical Trans. Royal Soci. A"}],"container-title":["Lecture Notes in Computer Science","Computational Collective Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-45243-2_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,24]],"date-time":"2017-06-24T19:08:43Z","timestamp":1498331323000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-45243-2_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319452425","9783319452432"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-45243-2_18","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}