Szczegóły obiektu: Research on Information Processing System of Sports Combination Training Model Based on Machine Learning and Neural Network

Instytucja dostarczająca:Akademicka Platforma Czasopism

Opis

Tytuł:
Research on Information Processing System of Sports Combination Training Model Based on Machine Learning and Neural Network
Twórca:
Yu, Songmao;
Wang, Lei;
Li, Tianwei
Opis:
Information processing systems in sports and training applications are backboned by artificial intelligence for non-human intervening and accurate analysis. The fitness, performance, etc. outcomes are delivered by the system through learning implications over the different inputs. However, the recommendation/ prediction outcomes are down-surged in analyzing similar information due to learning complexity and non-adaptable outcome. Therefore, the problem is resolved by fragmenting and processing the information using a similarity measure. Therefore, this method is named as Sliced-Information Processing with Analogous Learning (SIP-AL). In this method, a neural network is used for deciding the processing feature for better accuracy. In the contrary case of down-surges, the information slicing based on an analogous point is performed. This prevents the continuity between redundant and continuous data preventing errors.
Dostępność obiektu:
Dostęp otwarty
Prawa:
Prawa autorskie (c) 2024 Songmao Yu, Lei Wang, Tianwei Li;
https://creativecommons.org/licenses/by-nc-sa/4.0
Data:
2024.12.31
Typ:
info:eu-repo/semantics/article;
info:eu-repo/semantics/publishedVersion
Język:
angielski
Źródło:
Quality in Sport; Tom 33 (2024); 57176;
Quality in Sport; Vol. 33 (2024); 57176;
2450-3118
Format:
application/pdf
Wydawca:
University Center for Sports Research, Nicolaus Copernicus University, Torun, Poland
Relacja: https://apcz.umk.pl/QS/article/view/57176/40933
Temat i słowa kluczowe:
Data Slicing;
Information Processing;
Neural Network;
Sports Training Introduction
Identyfikator: https://apcz.umk.pl/QS/article/view/57176
Dostawca danych:
Akademicka Platforma Czasopism

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