Understanding gender differences in professional European football through machine learning interpretability and match actions data M Garnica-Caparrós, D Memmert Scientific reports 11 (1), 10805, 2021 | 52 | 2021 |
The effect of substitutions on team tactical behavior in professional soccer M Lorenzo-Martínez, R Rein, M Garnica-Caparrós, D Memmert, E Rey Research quarterly for exercise and sport 93 (2), 301-309, 2022 | 31 | 2022 |
Match analysis: how to use data in professional sport D Memmert Taylor & Francis, 2021 | 27 | 2021 |
Better with each throw—a study on calibration and warm-up decrement of real-time consecutive basketball free throws in elite NBA athletes A Phatak, U Mujumdar, R Rein, F Wunderlich, M Garnica, D Memmert Ger J Exerc Sport Res 50, 273-279, 2020 | 14 | 2020 |
Artificial data in sports forecasting: a simulation framework for analysing predictive models in sports M Garnica-Caparrós, D Memmert, F Wunderlich Information Systems and e-Business Management 20 (3), 551-580, 2022 | 12 | 2022 |
The emerging basketball discipline: unpacking game outcomes in the 3× 3 basketball professional league based on performance indicators and contextual variables K Chen, D Memmert, M Garnica Caparrós International Journal of Performance Analysis in Sport 24 (4), 314-330, 2024 | 3 | 2024 |
Assessing machine learning and data imputation approaches to handle the issue of data sparsity in sports forecasting F Wunderlich, H Biermann, W Yang, M Bassek, D Raabe, N Elbert, ... Machine Learning 114 (2), 1-28, 2025 | 1 | 2025 |
“Chop and Change”: Examining the occurrence of squad rotation and its effect on team performance in top European football leagues S Mehta, M Bassek, M Garnica-Caparros, D Memmert International Journal of Sports Science & Coaching 19 (6), 2467-2475, 2024 | 1 | 2024 |
Event Data M Garnica Caparrós Computer Science in Sport: Modeling, Simulation, Data Analysis and …, 2024 | 1 | 2024 |
The effects of scheduling network models in predictive processes in sports M Garnica Caparrós, D Memmert, F Wunderlich Social Network Analysis and Mining 12 (1), 143, 2022 | 1 | 2022 |
KPIs on the Basis of Match Events Data M Garnica-Caparrós Match Analysis, 159-167, 2021 | 1 | 2021 |
Comparison of the football specific tactical performance of women and men in Europe D Memmert, M Klemp, MG Caparrós, J Imkamp | 1 | 2020 |
Process Mining M Garnica Caparrós Computer Science in Sport: Modeling, Simulation, Data Analysis and …, 2024 | | 2024 |
The emerging basketball discipline: Unpacking game outcomes in the 3 x 3 basketball professional league based on performance indicators and contextual variables D Memmert, C Kehang, MG Caparrós International Journal of Performance Analysis in Sport, 2024 | | 2024 |
Reale Datensätze–Eventdaten M Garnica Caparrós Sportinformatik: Modellbildung, Simulation, Datenanalyse und Visualisierung …, 2023 | | 2023 |
Leveraging team traces to optimize process-aware tactical style discovery M Garnica-Caparrós | | 2023 |
Profitable sports forecasting–Issues in evaluating predictive power and implications for model selection F Wunderlich, MG Caparrós, D Memmert 10th MathSport International Conference, 2023 | | 2023 |
Information systems in analytical applications in sports-A data modeling perspective MG Caparros Deutsche Sporthochschule Köln, 2023 | | 2023 |
Studying the Effects of Sport Competitions Schedules in Predictive Models Through Simulation and Network Analysis M Garnica Caparrós, D Memmert, F Wunderlich World Congress of Performance Analysis of Sport & International Conference …, 2022 | | 2022 |
Key Performance Indicators–KPIs MG Caparrós Spielanalyse im Sportspiel, 173-181, 2022 | | 2022 |