Human Motion Analytics

Schmoigl-Tonis Mathias, Schranz Christoph, Müller-Putz Gernot R. (2023): Methods for motion artifact reduction in online brain-computer interface experiments: a systematic review. In: Frontiers in Human Neuroscience, Sec. Brain-Computer Interfaces, Volume 17-2023.
Christoph Schranz, Oliver Jung (2023): What do Stress-Estimation Models really represent? In: Conference: ECSS
Nils Haller, Stefan Kranzinger, Christina Kranzinger, Julia C. Blumkaitis, Tilmann Strepp, Perikles Simon, Aleksandar Tomaskovic, James O’Brien, Manfred Düring, Thomas Stöggl (2023): Predicting Injury and Illness with Machine Learning in Elite Youth Soccer: A Comprehensive Monitoring Approach over 3 Months. In: Journal of Sports Science and Medicine.
Häusler, E., Kremser, W., Hornung-Prähauser, V. and Huber, F. (2023): Data-intensive IoT New Product Development: a review and future directions In: Int. J. Product Development, Vol. 27, No. 3, pp.265–292.
Nina Baumgartner, Christina Kranzinger, Stefan Kranzinger, Cory Snyder, Thomas Stöggl, Bernd Resch (2023): A Comparison of Methods for Automatic Outlier Detection in Ergospirometric Data and Their Effect on the Performance of Predictive Models In: 13th World Congress of Performance Analysis of Sport and 13th International Symposium on Computer Science in Sport.
Elisabeth Häusler, Wolfgang Kremser, Veronika Hornung-Prähauser, Franz Huber (2023): The Impact of Data Source Development on Iterations within IoT New Product Development Projects In: Proceedings of DRUID 2023
Nina Baumgartner, Christina Kranzinger, Stefan Kranzinger, Cory Snyder, Thomas Stöggl and Bernd Resch (2023): Detecting Outliers in Cardiopulmonary Exercise Testing Data of Ski Racers – A Comparison of Methods and their Effect on the Performance of Fatigue Prediction. In: International Journal of Computer Science in Sport
Helmut Zörrer, Georg Weichhart, Mathias Schmoigl Tonis, Till Bieg, Matthias Propst, Dominik Schuster, Nadine Sturm, Chloé Nativel, Gabriele Salomon, Felix Strohmeier , Andreas Sackl, Michael Eberle and Andreas Pichler (2023): Enabling End-Users in Designing and Executing of Complex, Collaborative Robotic Processes In: Applied System Innovation 6, no. 3: 56.
Stefan Kranzinger, Sebastian Baron, Christina Kranzinger, Dominik Heib, Christian Borgelt (2023): Generalisability of sleep stage classification based on interbeat intervals: validating three machine learning approaches on self-recorded test data. In: Behaviormetrika (2023).
Oliver Jung, Eva Hollauf, Veronika Hornung-Prähauser, Tess den Uyl, Kasper van Zon (2023): Promoting Healthy Aging Using a Robot Support System and Emotion Recognition In: Studies in Health Technology and Informatics, Volume 301: dHealth 2023
Sebastian Gruber, Bernd Neumayr, Daniela Wurhofer, Jan David Smeddinck (2023): Usability Testing of a Multi-Level Modeling Framework for Just-in-Time Adaptive Interventions (JITAIs) in Mobile Health In: Studies in Health Technology and Informatics, Volume 301: dHealth 2023
Severin Bernhart, Eric Harbour, Stefan Kranzinger, Ulf Jensen, Thomas Finkenzeller (2023): Wearable chest sensor for stride and respiration detection during running In: Springer Sports Engineering 26
Christina Kranzinger, Aaron Martinez, Stefan Kranzinger, Thomas Stöggl (2023): Development of a simple algorithm to detect different types of freestyle jumps and jumps during skiing In: Abstract Book of the 9th International Congress on Science and Skiing.
Laura Eisenberger, Barbara Mayr, Maximilian Beck, Verena Venek, Christina Kranzinger, Andrea Menzl, Inga Jahn, Mahdi Sareban, Renate Oberhoffer-Fritz, Josef Niebauer and Birgit Böhm (2022): Assessment of Exercise Intensity for Uphill Walking in Healthy Adults Performed Indoors and Outdoors In: International Journal of Environmental Research and Public Health
Kranzinger Stefan, Kranzinger Christina, Snyder Cory, Stöggl Thomas (2022): Predicting the rate of fatigue during skiing on a ski treadmill based on ergospirometric data. In: Book of Abstracts of the 27th Annual Congress of the European College of Sport Science
Veronika Hornung-Prähauser, Eva Hollauf, Elisabeth Häusler (2022): ”Digital MountAIn”: Initiating an open innovation ecosystem for data-driven alpine tourism and sports industry in Austria Experience with the ecosystem pie model method (EPM) In: 9th World Open Innovation Conference, 15-16 November 2022
Bernhart, S., Venek, V., Kranzinger, C., Kremser, W., & Martínez, A. (2022): Data-driven Cut-off Frequency Optimization for Biomechanical Sensor Data Pre-Processing. In: Data Science–Analytics and Applications (pp. 20-25). Springer Vieweg, Wiesbaden
Laura Eisenberger, Barbara Mayr, Maximilian Beck, Verena Venek, Christina Kranzinger, Andrea Menzl, Inga Jahn, Mahdi Sareban, Renate Oberhoffer-Fritz, Josef Niebauer, Birgit Böhm (2022): Development and validation of a 1-km cardio-trekking test to estimate cardiorespiratory fitness in healthy adults. In: Preventive Medicine Reports 30 (2022) 102039.
Haller N, Blumkaitis JC, Strepp T, Schmuttermair A, Aglas L, Simon P, Neuberger E, Kranzinger C, Kranzinger S, O’Brien J, Ergoth B, Raffetseder S, Fail C, Düring M and Stöggl T (2022): Comprehensive training load monitoring with biomarkers, performance testing, local positioning data, and questionnaires – first results from elite youth soccer. In: Frontiers in Physiology
Finkenzeller T, Burberg T, Kranzinger S, Harbour E, Snyder C, Würth S and Amesberger G (2022): Effects of physical stress in alpine skiing on psychological, physiological, and biomechanical parameters: An individual approach. In: Frontiers in Sports and Active Living.
Christoph Schranz, Sebastian Mayr (2022): Ein neuer Algorithmus zur Zeitsynchronisierung von Ereignis- basierten Zeitreihendaten als Alternative zur Kreuzkorrelation. In: Proceedings of the 14th Symposium of the Section Sport Informatics and Engineering of the German Society of Sport Science (dvs).
Wolfgang Kremser (2022): Data Quality Knowledge in Sport Informatics: A Scoping Review. In: spinfortec2022 : Proceedings of the 14th Symposium of the Section Sport Informatics and Engineering of the German Society of Sport Science (dvs), Chemnitz September 29-30, 2022.
Verena Venek; Christina Kranzinger; Sonja Jungreitmayr; Susanne Ring-Dimitriou; Hermann Schwameder; Thomas Stöggl (2022): Influence of 2 Digital Exercise Modules of a Multimodular System on Balance and Leg Strength Under Consideration of Use Adherence: Prospective Cohort Study. In: JMIR Formative Research
Elisabeth Häusler, Wolfgang Kremser, Severin Bernhart (2022): IoT New Product Development in the context of human motion analytics. In: Proceedings of the 2nd international "Salzburg Conference for Smart Materials”
Kremser, Wolfgan (2022): Data Quality Knowledge in Sport Informatics: A Scoping Review. In: spinfortec2022: Tagungsband zum 14. Symposium der Sektion Sportinformatik und Sporttechnologie der Deutschen Vereinigung für Sportwissenschaft (dvs). Deutsche Vereinigung für Sportwissenschaft; Spinfortec. Chemnitz: Universitätsverlag Chemnitz, pp. 43–48.
Severin Bernhart, Harald Rieser, Vincent van Rheden, Rainer Matischek (2022): Using CAPSENSE™ in a Wearable Textile Chest Belt for Respiration Sensing and Interaction Possibility. In: Proceedings of the 2nd international “Salzburg Conference for Smart Materials”.
Schneider, C., Venek, V., Rieser, H., Jungreitmayr, S., Trukeschitz, B. (2022): „Fit-mit-ILSE“ für Senior*innen: User-Centred Design Prozess und Prototyp des Active and Assisted Living Systems. In: Aktives Altern im digitalen Zeitalter. Informations-Kommunikations-Technologie verstehen, nutzen und integrieren. Springer VS, Wiesbaden.
Venek, V., Rieser, H. (2022): Technologiegestütztes funktionelles Training in den eigenen vier Wänden. In: Aktives Altern im digitalen Zeitalter. Informations-Kommunikations-Technologie verstehen, nutzen und integrieren. Springer VS, Wiesbaden.
Till Bieg, Mathias Schmoigl-Tonis, Nadine Sturm, Chloé Nativel, Andreas Sackl (2022): Enabling Cross-Domain Robot Programming By End-Users: The ROBxTASK Platform.
Kranzinger, Christina; Venek, Verena; Rieser, Harald; Jungreitmayr, Sonja; Ring-Dimitriou, Susanne (2022): Data-Driven User-Type Clustering of a Physical Activity Promotion App: Usage Data Analysis Study Data-Driven User-Type Clustering of a Physical Activity Promotion App: Usage Data Analysis Study. In: JMIR Formative Research.
Barbara Mayr, Maximilian Beck, Laura Eisenberger, Verena Venek, Christina Kranzinger, Andrea Menzl, Bernhard Reich, Veronika Hornung-Prähauser, Renate Oberhoffer-Fritz, Birgit Böhm, Josef Niebauer (2022): Valorization of Natural Cardio Trekking Trails Through Open Innovation for the Promotion of Sustainable Cross-generational Health-Oriented Tourism in the Connect2Move Project: Protocol for a Cross-sectional Study. In: JMIR Research Protocols Vol 11, No 7 (2022).
Veronika Hornung-Prähauser, Eva Hollauf, Elisabeth Häusler (2022): Co-creation methods for modelling emerging innovation ecosystems: ”Digital MountAIn”. Initiating a data-driven innovation ecosystem for alpine tourism and sports industry. In: R&D Management Conference, 7.July 2022
Verena Venek, Stefan Kranzinger, Hermann Schwameder, Thomas Stöggl (2022): Human Movement Quality Assessment Using Sensor Technologies in Recreational and Professional Sports: A Scoping Review. In: Sensors 2022, 22(13), 4786.
Helmut Zörrer, Matthias Probst, Georg Weichhart, Felix Strohmeier, Mathias Schmoigl-Tonis (2022): ROBxTASK RTE – a lightweight runtime environment to implement collaborative processes across different robotic systems. In: 10th IFAC Conference on Manufacturing Modelling, Management and Control (MIM22)
Severin Bernhart, Eric Harbour, Ulf Jensen, Thomas Finkenzeller (2022): Wearable Chest Sensor for Running Stride and Respiration Detection In: ISEA 2022 – The Engineering of Sport 14, Purdue University.
Sebastian Gruber, Bernd Neumayr, Siegfried Reich, Josef Niebauer, Jan David Smeddinck (2022): Towards Adaptability of Just-In-Time Adaptive Interventions. In: Studies in Health Technology and Informatics, Volume 293: dHealth 2022.
Severin Bernhart, Stefan Kranzinger, Alexander Berger, Gerfried Peternell (2022): Ground Contact Time Estimating Wearable Sensor to Measure Spatio-Temporal Aspects of Gait. In: Sensors 2022, 22, 3132.
Yvonne Prinzellner, Nadine Sturm, Constanze Geyer, Gabriele Salomon, Astrid Weiss, Sabine Zauchner, Manuela Plößnig, Oliver Jung (2022): Using an off-the-shelf platform to develop a gender-sensitive health care robot for older adults and chronically ill people In: Aging and Health Research, Volume 2, Issue 2.
Mayr Sebastian (2022): Sensor playground: implementation and evaluation of a tool for the selection of fit-for-purpose wearable sensors in sport studies.
Sonja Jungreitmayr, Christina Kranzinger, Verena Venek and Susanne Ring-Dimitriou (2022): Effects of an App-Based Physical Exercise Program on Selected Parameters of Physical Fitness of Females in Retirement: A Randomized Controlled Trial In: Frontiers in Physiology, 13, 2022.
Wolfgang Kremser, Sebastian Mayr (2022): How Sports Scientists Explain Their Choice of Wearable. In: Proceedings of the 9th International Performance Analysis Workshop and Conference & 5th IACSS Conference.
Sebastian Gruber, Bernd Neumayr, Michael Schrefl, Josef Niebauer (2021): Towards Multi-level Modeling of Just-in-Time Adaptive Interventions (JITAIs) in Mobile Health. In: 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C).
Wolfgang Kremser, Stefan Kranzinger, Severin Bernhart (2021): Design and Implementation of a Gesture-Aided E-Learning Platform. In: Sensors 2021, 21(23), 8042.
Severin Bernhart, Verena Venek, Christina Kranzinger, Wolfgang Kremser, Aaron Martínez (2021): Data-driven Cut-off Frequency Optimization for Biomechanical Sensor Data Pre-Processing. In: International Data Science Conference 2021, Wien
Stephanie R. Moore, Christina Kranzinger, Gerda Strutzenberger, Magdalena Taudes, Aaron Martínez Álvarez, Hermann Schwameder, Josef Kröll (2021): Laboratory versus Ecological Running: A Comparison of Foot Strike Angle and Pattern Estimation. In: 39th Conference of the International Society of Biomechanics in Sports.
Häusler, E.; Hornung-Prähauser, V.; Kremser, W.; Huber, F. (2021): Incorporating Data Science into IoT New Product Development: A Critical Review and Research Agenda. In: R&D Management Conference 2021
Elisabeth Häusler, Wolfgang Kremser, Veronika Hornung-Prähauser, Ulf Jensen, Huber Franz (2021): Incorporating Data Science into IoT New Product Development: a review. In: Paper presented at the ISPIM Innovation Conference
Dietmar GLACHS, Tuncay NAMLI, Felix STROHMEIER, Gustavo RODRÍGUEZ SUÁREZ, Michel SLUIS, Javier DELGADO-LISTA, Jacob K. SONT, Albert A. DE GRAAF, Eckhard SALZSIEDER, Lutz VOGT (2021): A predictive model-based decision support system for diabetes patient empowerment In: Medical Informatics Europe MIE2021
Verena Venek, Wolfgang Kremser, Thomas Stöggl (2021): Towards a Live Feedback Training System: Interchangeability of Orbbec Persee and Microsoft Kinect for Exercise Monitoring. In: Designs 2021, 5(2), 30.
Meinhart, F.; Stütz, T.; Sareban, M.; Kulnik, S.T.; Niebauer, J. (2020): Mobile Technologies to Promote Physical Activity during Cardiac Rehabilitation: A Scoping Review In: Sensors 2021, 21, 65.

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