Stefan Winter

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 5

Top Topics

Automatic Detection

Learning Platform

Top Venues

IEEE J. Biomed. Health Informatics

BMC Medical Informatics Decis. Mak.

IEEE Trans. Biomed. Circuits Syst.

Int. J. Comput. Intell. Syst.

Publications

Lejla Begic Fazlic, Marvin Schacht, Marlies Morgen, Anke Schmeink, Robert Lipp, Lukas Martin, Thomas Vollmer, Stefan Winter, Guido Dartmann
Development and Implementation of the Data Science Learning Platform for Research Physician. pHealth (2022)
Lejla Begic Fazlic, Ahmed Halawa, Anke Schmeink, Robert Lipp, Lukas Martin, Arne Peine, Marlies Morgen, Thomas Vollmer, Stefan Winter, Guido Dartmann
A Novel Hybrid Methodology for Anomaly Detection in Time Series. Int. J. Comput. Intell. Syst. 15 (1) (2022)
Lejla Begic Fazlic, Ahmed Hallawa, Matthias Dziubany, Marlies Morgen, Jens Schneider, Marvin Schacht, Anke Schmeink, Lukas Martin, Arne Peine, Thomas Vollmer, Stefan Winter, Guido Dartmann
A Machine Learning Approach for the Classification of Disease Risks in Time Series. MECO (2020)
Violeta Gaveikaite, Casandra Grundstrom, Stefan Winter, Helen Schonenberg, Minna Isomursu, Ioanna Chouvarda, Nicos Maglaveras
Challenges and opportunities for telehealth in the management of chronic obstructive pulmonary disease: a qualitative case study in Greece. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Casandra Grundstrom, Violeta Gaveikaite, Louise Barkhuus, Nicos Maglaveras, Stefan Winter, Ioanna Chouvarda
User Profiles of Healthcare Professionals in a Chronic Obstructive Pulmonary Disease Care Pathway. PervasiveHealth (2019)
Christoph Brüser, Juha M. Kortelainen, Stefan Winter, Mirja Tenhunen, Juha Pärkkä, Steffen Leonhardt
Improvement of Force-Sensor-Based Heart Rate Estimation Using Multichannel Data Fusion. IEEE J. Biomed. Health Informatics 19 (1) (2015)
Christoph Brüser, Nils Strutz, Stefan Winter, Steffen Leonhardt, Marian Walter
Monte-Carlo Simulation and Automated Test Bench for Developing a Multichannel NIR-Based Vital-Signs Monitor. IEEE Trans. Biomed. Circuits Syst. 9 (3) (2015)
Christoph Brüser, Stefan Winter, Steffen Leonhardt
How speech processing can help with beat-to-beat heart rate estimation in ballistocardiograms. MeMeA (2013)
Christoph Brüser, Jasper Diesel, Matthias D. H. Zink, Stefan Winter, Patrick Schauerte, Steffen Leonhardt
Automatic Detection of Atrial Fibrillation in Cardiac Vibration Signals. IEEE J. Biomed. Health Informatics 17 (1) (2013)
Christoph Brüser, Anna Kerekes, Stefan Winter, Steffen Leonhardt
Multi-channel optical sensor-array for measuring ballistocardiograms and respiratory activity in bed. EMBC (2012)
Stefan Winter, Walter Kellermann, Hiroshi Sawada, Shoji Makino
MAP-Based Underdetermined Blind Source Separation of Convolutive Mixtures by Hierarchical Clustering and ℓ1-Norm Minimization. EURASIP J. Adv. Signal Process. 2007 (2007)
Stefan Winter, Walter Kellermann, Hiroshi Sawada, Shoji Makino
Underdetermined source separation for colored sources. EUSIPCO (2006)
Stefan Winter, Hiroshi Sawada, Shoji Makino
Geometrical Interpretation of the PCA Subspace Approach for Overdetermined Blind Source Separation. EURASIP J. Adv. Signal Process. 2006 (2006)
Hiroshi Sawada, Stefan Winter, Ryo Mukai, Shoko Araki, Shoji Makino
Estimating the Number of Sources for Frequency-Domain Blind Source Separation. ICA (2004)
Stefan Winter, Hiroshi Sawada, Shoko Araki, Shoji Makino
Overcomplete BSS for Convolutive Mixtures Based on Hierarchical Clustering. ICA (2004)
Stefan Winter, Hiroshi Sawada, Shoko Araki, Shoji Makino
Hierarchical clustering applied to overcomplete BSS for convolutive mixtures. SAPA@INTERSPEECH (2004)
Stefan Winter, Hiroshi Sawada, Shoji Makino
Geometrical understanding of the PCA subspace method for overdetermined blind source separation. ICASSP (2) (2003)