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Intelligent Environments 2019 - Workshop Proceedings of the 15th International Conference on Intelligent Environments
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References [1] M. Gjoreski, M. Simjanoska, A. Gradišek, A. Peterlin, M. Gams and G. Poglajen, "Chronic Heart Failure Detection from Heart Sounds Using a Stack of Machine-Learning Classifiers," 2017 International Conference on Intelligent Environments (IE), Seoul, 2017, pp. 14-19. [2] S. Choi, Z. Jiang, "Comparison of envelope extraction algorithms for cardiac sound signal segmentation", Expert Systems with Applications, vol. 34, no. 2, pp. 1056-1069, 2008. [3] F. Eyben, F. Weninger, F. Gross, B Schuller: “Recent Developments in openSMILE, the Munich Open- Source Multimedia Feature Extractor”, In Proc. ACM Multimedia (MM), Barcelona, Spain, ACM, ISBN 978-1-4503-2404-5, pp. 835-838, October 2013. doi:10.1145/2502081.2502224 [4] B. Schuller, M. Valstar, F. Eyben, G. McKeown, R. Cowie, M. Pantic, “AVEC 2011–The First International Audio/Visual Emotion Challenge”, Affective Computing and Intelligent Interaction pp 415- 424, 2011. [5] F. Shaffer, JP. Ginsberg. An Overview of Heart Rate Variability Metrics and Norms. Front Public Health. 2017;5:258. Published 2017 Sep 28. doi:10.3389/fpubh.2017.00258 [6] F. Wilcoxon, Frank, "Individual comparisons by ranking methods", 1948, Biometrics Bulletin. 1 (6): 80– 83. doi:10.2307/3001968. [7] M. Sahidullah, G. Saha. Design, analysis and experimental evaluation of block based transformation in MFCC computation for speaker recognition. Speech Communication, 54(4), pp.543-565, 2012. [8] P.J. Bentley, G. Nordehn, M. Coimbra, S. Mannor, R. Getz, “The PASCAL Classifying Heart Sounds Challenge 2011,” www.peterjbentley.com/heartchallenge/. [9] D. Gari. Clifford et al. “Classification of normal/abnormal heart sound recordings: The PhysioNet/Computing in Cardiology Challenge 2016”, Computing in Cardiology Conference (CinC), 2016. M.Gjoreski etal. /TowardEarlyDetectionandMonitoringofChronicHeartFailure 343
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Intelligent Environments 2019 Workshop Proceedings of the 15th International Conference on Intelligent Environments
Titel
Intelligent Environments 2019
Untertitel
Workshop Proceedings of the 15th International Conference on Intelligent Environments
Autoren
Andrés Muñoz
Sofia Ouhbi
Wolfgang Minker
Loubna Echabbi
Miguel Navarro-CĂ­a
Verlag
IOS Press BV
Datum
2019
Sprache
deutsch
Lizenz
CC BY-NC 4.0
ISBN
978-1-61499-983-6
Abmessungen
16.0 x 24.0 cm
Seiten
416
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Intelligent Environments 2019