Mag. Stefan Kranzinger, PhD MSc
| Position: | Data Scientist |
| Bereich: | Human Motion Analytics |
| Telefon: | +43/662/2288-313 | Mobil: | +43 664 2047232 |
| E-Mail: | E-Mail schreiben |
- Christoph Thorwartl, Thomas Grah, Harald Rieser, Günter Amesberger, Stefan Kranzinger, Thomas Stöggl, Helmut Holzer and Thomas Finkenzeller (2025): Edging Velocity: The Crucial Role of Edge Engagement in Alpine Skiing In: Proceedings of the 13th International Conference on Sport Sciences Research and Technology Support, ISBN 978-989-758-771-9, ISSN 2184-3201, pages 25-28.
- Stefan Kranzinger, Christina Kranzinger, Wolfgang Kremser, Burkhard Dümler (2025): Performance tracking in female youth soccer through wearables and subjective assessments In: Frontiers in Sports and Active Living, 30 June 2025, Sec. Elite Sports and Performance Enhancement. Volume 7 – 2025. https://doi.org/10.3389/fspor.2025.1627820
- Christina Kranzinger, Stefan Kranzinger, Eva Hollauf, Harald Rieser, Thomas Stöggl (2024): Skiing quality analysis of recreational skiers based on IMU data and self-assessment In: Frontiers in Sports and Active Living, 24 December 2024 Sec. Sports Science, Technology and Engineering Volume 6 - 2024 | https://doi.org/10.3389/fspor.2024.1495176 .
- Schranz, Christoph; Kranzinger, Stefan and Moore, Stephanie (2024): Synthetic Data for Foot Strike Angle Estimation. In: Proceedings of the 12tInternational Conference on Sport Sciences Research and Technology Support. ISBN 978-989-758-719-1, pages 113-118.
- Stefan Kranzinger, Christina Kranzinger, Aaron Martinez Alvarez, Thomas Stöggl (2024): Development of a simple algorithm to detect big air jumps and jumps during skiing In: PLoS ONE 19(7): e0307255.
- 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.
- Kranzinger C, Bernhart S, Kremser W, Venek V, Rieser H, Mayr S, Kranzinger S. (2023): Classification of Human Motion Data Based on Inertial Measurement Units in Sports: A Scoping Review. In: Applied Sciences. 2023; 13(15):8684. https://doi.org/10.3390/app13158684
- 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.
- 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
- 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).
- 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.
- 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
- 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.
- 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.
- 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.
- Stefan Kranzinger and Markus Steinmaßl (2021): Which Aggregation Fits Best? In: Transportation Research Record: Journal of the Transportation Research Board.
- Wolfgang Kremser, Stefan Kranzinger, Severin Bernhart (2021): Design and Implementation of a Gesture-Aided E-Learning Platform. In: Sensors 2021, 21(23), 8042.
- Markus Steinmaßl, Stefan Kranzinger, Karl Rehrl (2021): Analyzing Travel Time Reliability from Sparse Probe Vehicle Data. A Case Study on the Effects of Spatial and Temporal Aggregation. In: Transportation Research Record: Journal of the Transportation Research Board
- Stefan Kranzinger und Sven Leitinger (2021): Eine Bestimmung der Oberflächenqualität von Fahrradinfrastruktur durch Smartphone-Beschleunigungsdaten mithilfe des k-means++-Algorithmus In: AGIT ‒ Journal für Angewandte Geoinformatik, 7-2021, S. 104-116.
- Karl Rehrl, Stefan Kranzinger, Markus Steinmaßl, Michael Wimmer (2020): Live Dabei – Echtzeit-Verkehrsdaten erfassung als Grundlage für ein effektives Verkehrsmanagement In: Zagel, Bernhard; Loidl, Martin (Hrsg.) Geo-IT in Mobilität und Verkehr Geoinformatik als Grundlage für moderne Verkehrsplanung und Mobilitätsmanagement. VDE Verlag.
- Rehrl, K., Kranzinger, S., & Gröchenig, S. (2020): Which quality is a route? A methodology for assessing route quality using spatio‐temporal metrics. In: Transactions in GIS. 2020; 00: 1– 28.
- Karl Rehrl, Simon Gröchenig, Stefan Kranzinger (2020): Why did a vehicle stop? A methodology for detection and classification of stops in vehicle trajectories In: International Journal of Geographical Information Science, 34:10, 1953-1979
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