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  -