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Marc Garnica Caparrós
Marc Garnica Caparrós
PhD - Big Data Management and Analtyics applied to Sports Analytics
在 dshs-koeln.de 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
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
522021
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
312022
Match analysis: how to use data in professional sport
D Memmert
Taylor & Francis, 2021
272021
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
142020
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
122022
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
32024
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
12025
“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
12024
Event Data
M Garnica Caparrós
Computer Science in Sport: Modeling, Simulation, Data Analysis and …, 2024
12024
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
12022
KPIs on the Basis of Match Events Data
M Garnica-Caparrós
Match Analysis, 159-167, 2021
12021
Comparison of the football specific tactical performance of women and men in Europe
D Memmert, M Klemp, MG Caparrós, J Imkamp
12020
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
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