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Pegah Rahimian
Pegah Rahimian
PhD
Dirección de correo verificada de edu.bme.hu
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Beyond action valuation: A deep reinforcement learning framework for optimizing player decisions in soccer
P Rahimian, J Van Haaren, T Abzhanova, L Toka
MIT Sloan Sports Analytics Conference, 2022
102022
Optical tracking in team sports: A survey on player and ball tracking methods in soccer and other team sports
P Rahimian, L Toka
Journal of Quantitative Analysis in Sports 18 (1), 35-57, 2022
92022
Towards optimized actions in critical situations of soccer games with deep reinforcement learning
P Rahimian, A Oroojlooy, L Toka
2021 IEEE 8th International Conference on Data Science and Advanced …, 2021
92021
Inferring the strategy of offensive and defensive play in soccer with inverse reinforcement learning
P Rahimian, L Toka
International Workshop on Machine Learning and Data Mining for Sports …, 2021
82021
A data-driven approach to assist offensive and defensive players in optimal decision making
P Rahimian, L Toka
International Journal of Sports Science & Coaching 19 (1), 245-256, 2024
42024
A novel data-driven and feature-based forecasting framework for wastewater optimization of network pressure management system
P Rahimian, S Behnam
International Journal of Industrial Engineering & Production Research 31 (3 …, 2020
42020
Let’s penetrate the defense: a machine learning model for prediction and valuation of penetrative passes
P Rahimian, DG da Silva Guerra Gomes, F Berkovics, L Toka
International Workshop on Machine Learning and Data Mining for Sports …, 2022
32022
Towards maximizing expected possession outcome in soccer
P Rahimian, J Van Haaren, L Toka
International Journal of Sports Science & Coaching 19 (1), 230-244, 2024
22024
Pass Receiver and Outcome Prediction in Soccer Using Temporal Graph Networks
P Rahimian, H Kim, M Schmid, L Toka
International Workshop on Machine Learning and Data Mining for Sports …, 2023
12023
Deep Learning Techniques for the Analysis of Soccer Matches
P Rahimian
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Artículos 1–10