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Dr. Ashwin Phatak
Dr. Ashwin Phatak
Researcher, German Sports University
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
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
362021
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
232019
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
212021
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
192021
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
182022
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
112020
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
62023
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
62022
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
52023
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
42022
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
42021
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
22023
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
22023
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
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