A Survey on Predicting Player’s Performance and Team Recommendation in Game of Cricket Using Machine Learning. Biswas, M., Niamat Ullah Akhund, T. M., Mahbub, M. K., Saiful Islam, S. M., Sorna, S., & Shamim Kaiser, M. In Joshi, A., Mahmud, M., Ragel, R. G., & Thakur, N. V., editors, Information and Communication Technology for Competitive Strategies (ICTCS 2020), of Lecture Notes in Networks and Systems, pages 223–230, Singapore, 2022. Springer. doi abstract bibtex 5 downloads Machine learning in sports analytics is a hot field in computer science. Using machine learning algorithms, we can predict the outcome of a game or performance of teams or individual players and building new strategies for upcoming competitions. Cricket is one of the foremost popular games in the world. Choosing the right player is one of the most challenging work for all kinds of sport and no exception in cricket. In the field of machine learning, several algorithms are used for prediction and classifications. Machine learning algorithms like linear regression, support vector machine, random forest, and naive Bayes with linear and polynomial kernel showed good results to predict the runs scored by a batsman and runs given by a bowler. In this work, we explored the techniques that have been applied to solve the challenges in cricket.
@inproceedings{biswas_survey_2022,
address = {Singapore},
series = {Lecture {Notes} in {Networks} and {Systems}},
title = {A {Survey} on {Predicting} {Player}’s {Performance} and {Team} {Recommendation} in {Game} of {Cricket} {Using} {Machine} {Learning}},
isbn = {9789811607394},
doi = {10.1007/978-981-16-0739-4_22},
abstract = {Machine learning in sports analytics is a hot field in computer science. Using machine learning algorithms, we can predict the outcome of a game or performance of teams or individual players and building new strategies for upcoming competitions. Cricket is one of the foremost popular games in the world. Choosing the right player is one of the most challenging work for all kinds of sport and no exception in cricket. In the field of machine learning, several algorithms are used for prediction and classifications. Machine learning algorithms like linear regression, support vector machine, random forest, and naive Bayes with linear and polynomial kernel showed good results to predict the runs scored by a batsman and runs given by a bowler. In this work, we explored the techniques that have been applied to solve the challenges in cricket.},
language = {en},
booktitle = {Information and {Communication} {Technology} for {Competitive} {Strategies} ({ICTCS} 2020)},
publisher = {Springer},
author = {Biswas, Milon and Niamat Ullah Akhund, Tajim Md. and Mahbub, Md. Kawsher and Saiful Islam, Sikder Md. and Sorna, Sadia and Shamim Kaiser, M.},
editor = {Joshi, Amit and Mahmud, Mufti and Ragel, Roshan G. and Thakur, Nileshsingh V.},
year = {2022},
keywords = {Cricket, Machine learning, Performance, Players, Survey, Team recommendation},
pages = {223--230},
}
Downloads: 5
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