Artificial intelligence based body sensor network framework—narrative review: proposing an end-to-end framework using wearable sensors, real-time location systems and … AA Phatak, FG Wieland, K Vempala, F Volkmar, D Memmert Sports Medicine-Open 7 (1), 79, 2021 | 36 | 2021 |
Keep your head up—correlation between visual exploration frequency, passing percentage and turnover rate in elite football midfielders A Phatak, M Gruber Sports 7 (6), 139, 2019 | 23 | 2019 |
Using multiple machine learning algorithms to classify elite and sub-elite goalkeepers in professional men’s football M Jamil, A Phatak, S Mehta, M Beato, D Memmert, M Connor Scientific reports 11 (1), 22703, 2021 | 21 | 2021 |
An investigation identifying which key performance indicators influence the chances of promotion to the elite leagues in professional European football M Jamil, H Liu, A Phatak, D Memmert International Journal of Performance Analysis in Sport 21 (4), 641-650, 2021 | 19 | 2021 |
Context is key: normalization as a novel approach to sport specific preprocessing of KPI’s for match analysis in soccer AA Phatak, S Mehta, FG Wieland, M Jamil, M Connor, M Bassek, ... Scientific reports 12 (1), 1117, 2022 | 18 | 2022 |
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 | 11 | 2020 |
Investigating the impact age has on within-over and death bowling performances in international level 50-over cricket M Jamil, A Harkness, S Mehta, A Phatak, D Memmert, M Beato Research in Sports Medicine 31 (2), 171-180, 2023 | 6 | 2023 |
Seam or swing? Identifying the most effective type of bowling variation for fast bowlers in men’s international 50-over cricket S Mehta, A Phatak, D Memmert, S Kerruish, M Jamil Journal of Sports Sciences 40 (14), 1587-1591, 2022 | 6 | 2022 |
Determinants of victory in Esports-StarCraft II A Białecki, J Gajewski, P Białecki, A Phatak, D Memmert Multimedia Tools and Applications 82 (7), 11099-11115, 2023 | 5 | 2023 |
Towards expected counter-using comprehensible features to predict counterattacks H Biermann, FG Wieland, J Timmer, D Memmert, A Phatak International Workshop on Machine Learning and Data Mining for Sports …, 2022 | 4 | 2022 |
The dirty league: English premier league provides higher incentives for fouling as compared to other European soccer leagues AA Phatak, R Rein, D Memmert Journal of human kinetics 80 (1), 263-276, 2021 | 4 | 2021 |
Identifying which factors impact bowling and batting performances during the “death” phase of an innings in international men’s 50-over cricket M Jamil, S Kerruish, S Mehta, A Phatak, D Memmert, A McRobert International Journal of Performance Analysis in Sport 23 (2), 111-124, 2023 | 2 | 2023 |
Good Scientific Practice and Ethics in Sports and Exercise Science: A Brief and Comprehensive Hands-on Appraisal for Sports Research NK Arora, G Roehrken, S Crumbach, A Phatak, BK Labott, A Nicklas, ... Sports 11 (2), 47, 2023 | 2 | 2023 |
Picking the length: investigating how bowling length influences batter decision-making in international men’s 50-over cricket S Mehta, A Phatak, J Van Der Kamp, M Jamil, G Savelsbergh, D Memmert International Journal of Performance Analysis in Sport 24 (3), 230-240, 2024 | | 2024 |
Logistic Regression A Phatak Computer Science in Sport: Modeling, Simulation, Data Analysis and …, 2024 | | 2024 |
Logistische Regression A Phatak Sportinformatik: Modellbildung, Simulation, Datenanalyse und Visualisierung …, 2023 | | 2023 |
Data-driven performance analysis in soccer: A compilation of data science and machine learning techniques for pre-processing and knowledge discovery A Phatak Deutsche Sporthochschule Köln, 2023 | | 2023 |
Using Multiple Machine Learning Algorithms to Classify Distinguishing Characteristics Between Elite Defenders and Their Sub-elite Counterparts in Professional Men’s Football A Phatak, J Schlenger, M Jamil, S Mehta, H Biermann, D Memmert World Congress of Performance Analysis of Sport & International Conference …, 2022 | | 2022 |
Normalsierung von KPIs basierend auf Ballbesitz A Phatak Spielanalyse im Sportspiel, 193-201, 2022 | | 2022 |
Using multiple machine learning algorithms to classify distinguishing KPIs between elite defenders and their sub-elite counterparts in professional men’s football M Jamil, A Phatak, S Mehta, M Beato, D Memmert, M Connor . 13th World Congress of Performance Analysis of Sport 2022 & 13th …, 2022 | | 2022 |