Publications
Full Papers
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Quantifying Data Leakage in Failure Prediction Tasks. in Proceedings of the 16th ACM/SPEC International Conference on Performance Engineering (2025). 334–346. Association for Computing Machinery, Toronto ON, Canada.
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MACRO: A Multi-Head Attentional Convolutional Recurrent Network for the Classification of Co-Occurring Diseases in 12-Lead ECGs. in 2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (2024). IEEE.Acceptance Rate: 24.4%
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An Empirical Study of Container Image Configurations and Their Impact on Start Times. in 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid) (2023). 94–105. IEEE.
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Retrospektive Analyse ausgew"a}hlter Belastungs-und Beanspruchungsparameter einer professionellen Fuss}ball-mannschaft vor und w"a}hrend coronabedingter Kontakt-beschr"a}nkungen in der Spielsaison 2019/20. in Leipziger Sportwissenschaftliche Beitr"a}ge Jahrgang 63 (2022 Heft 1 (2022). 75. Lehmanns Media.
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Journal and Magazine Articles
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Telling Fortunes? Evaluation of Traffic Forecasting Models using Traffic and Context Features. in Applied intelligence (2025). 55(755) Springer.
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Thinking in Categories: A Survey on Assessing the Quality for Time Series Synthesis. in ACM J. Data and Information Quality (2024). 16(2) Association for Computing Machinery, New York, NY, USA.
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Evaluation is key: a survey on evaluation measures for synthetic time series. in Journal of Big Data (2024). 11 66.
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Comprehensive Exploration of Synthetic Data Generation: A Survey. in arXiv preprint (2024). 103.https://doi.org/10.48550/arXiv.2401.02524
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Deep Neural Network Regression for Normalized Digital Surface Model Generation with Sentinel-2 Imagery. in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2023). 1–14.
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Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field. (2023).
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Accuracy and Systematic Biases of Heart Rate Measurements by Consumer-Grade Fitness Trackers in Postoperative Patients: Prospective Clinical Trial. in Journal of Medical Internet Research (2022). 24(12) e42359. JMIR Publications Toronto, Canada.
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Retrospective Analysis of Training Intensity Distribution Based on Race Pace Versus Physiological Benchmarks in Highly Trained Sprint Kayakers. in Sports Medicine-Open (2022). 8(1) 1–12. SpringerOpen.
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The Relationship Between the Distribution of Training Intensity and Performance of Kayak and Canoe Sprinters: A Retrospective Observational Analysis of One Season of Competition. in Frontiers in Sports and Active Living (2022). 3 788108. Frontiers Media SA.
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Establishing a cardiac training group for patients with heart failure: the “HIP-in-W{\"u}rzburg” study. in Clinical Research in Cardiology (2021). 1–10. Springer.
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The integration of training and off-training activities substantially alters training volume and load analysis in elite rowers. in Scientific reports (2021). 11(1) 1–10. Nature Publishing Group.
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Intra-individual physiological response of recreational runners to different training mesocycles: a randomized cross-over study. in European Journal of Applied Physiology (2020). 1–9. Springer.
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The impact of the German strategy for containment of Coronavirus SARS-CoV-2 on the training characteristics, physical activity, sleep of highly trained kayakers and canoeists: A retrospective observational study. in Frontiers in Sports and Active Living (2020). 2 127. Frontiers.
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A 4-Week intervention involving mobile-based daily 6-minute micro-sessions of functional high-intensity circuit training improves strength and quality of life, but not cardio-respiratory fitness of young untrained adults. in Frontiers in physiology (2018). 9 423. Frontiers.
Talks
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Artificial Intelligence in Medicine - From Data Collection to Prediction. (2019, November).
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