TY - CHAP A1 - Gaiduk, Maksym A1 - Seepold, Ralf A1 - Penzel, Thomas A1 - Ortega, Juan Antonio A1 - Glos, Martin A1 - Martínez Madrid, Natividad T1 - Recognition of sleep/wake states analyzing heart rate, breathing and movement signals T2 - 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2019), 23-27 July 2019, Messe Berlin, Germany N2 - This document presents an algorithm for a non-obtrusive recognition of Sleep/Wake states using signals derived from ECG, respiration, and body movement captured while lying in a bed. As a core mathematical base of system data analytics, multinomial logistic regression techniques were chosen. Derived parameters of the three signals are used as the input for the proposed method. The overall achieved accuracy rate is 84% for Wake/Sleep stages, with Cohen’s kappa value 0.46. The presented algorithm should support experts in analyzing sleep quality in more detail. The results confirm the potential of this method and disclose several ways for its improvement. KW - Sleep study KW - Multinomial logistic regression KW - Sleep/Wake states Y1 - 2019 SN - 978-1-5386-1311-5 U6 - http://dx.doi.org/10.1109/EMBC.2019.8857596 N1 - Volltextzugriff für Angehörige der Hochschule Konstanz via IEEE Xplore möglich SP - 5712 EP - 5715 PB - IEEE ER - TY - CHAP A1 - Firus, Andrei A1 - Francke, Wolfgang A1 - Schneider, Jens T1 - Dynamic response of a railway bridge subjected to passages of the new high-speed train ICE T2 - International Conference CIBv2017 Civil Engineering & Building Services, Brasov, Rumania, 3-4 November 2017 Y1 - 2017 ER - TY - CHAP A1 - Kurth, Marcus T1 - I4 Production BT - digitale Demofabrik für den Bodenseeraum T2 - Ostschweizer Technologie Symposium (OTS), St. Gallen, 25.8. 2017 Y1 - 2017 ER - TY - CHAP A1 - Kurth, Marcus A1 - Schleyer, Carsten A1 - Potzel, Sebastian T1 - Industry 4.0 BT - integrated automation for research and education T2 - NI Week 2017, Austin, Texas, 22.-25.05.2017 Y1 - 2017 ER - TY - CHAP A1 - Hörtnagl, Arnulf T1 - Development of a new cage system for offshore fishfarming with ecologically friendly antifouling strategies T2 - Technologietag 2017, Thurgauer Technologieforum, 24.3.2017, Märstetten, CH N2 - Poster Y1 - 2017 ER - TY - CHAP A1 - Großmann, Andreas A1 - Pauli, Lena T1 - Wirtschaftlichkeitsuntersuchung von Sonderflächen in Betonbauweise im Life Cycle T2 - Infrastrukturstraßentagung, Duisburg, 2017 Y1 - 2017 ER - TY - CHAP A1 - Göksel, Eva A1 - Giebert, Stefanie T1 - Notes on the third Drama in Education Days 2017 BT - Drama and theatre in language teaching and learning T2 - Scenario : Journal for Drama and Theatre in Foreign and Second Language Education Y1 - 2017 UR - http://research.ucc.ie/scenario/2017/01/GoekselGiebert/10/en SN - 1649-8526 N1 - The third Drama in Education Days was held at Konstanz University of Applied Sciences, June 30th and July 1st, 2017 VL - 11 IS - 1 SP - 117 EP - 120 ER - TY - CHAP A1 - Giebert, Stefanie T1 - Steps to the stage BT - making ESP theatre projects work T2 - 39ème Congrès de l'APLIUT: Le corps et la voix dans l'enseignement/apprentissage des langues de spécialité, Paris, 8.6.2017 Y1 - 2017 ER - TY - CHAP A1 - Giebert, Stefanie T1 - A day in the life of a vacuum cleaner or BT - is there a space for dramatising non-fictional texts? T2 - Scenario Forum International Conference, Cork, Ireland, 25 - 28 May 2017 Y1 - 2017 ER - TY - CHAP A1 - Giebert, Stefanie A1 - Sharp, Jonathan T1 - Drama/Theater im Fremdsprachenunterricht BT - Fragen zur Implementierung T2 - Sprachen Lehren : 26. Kongress der Deutschen Gesellschaft für Fremdsprachenforschung in Ludwigsburg, 30. September 2015 - 3. Oktober 2015 Y1 - 2017 SN - 978-3-8340-1721-5 SP - 319 EP - 322 PB - Schneider Verlag Hohengehren CY - Baltmannsweiler ER -