Machine Learning in Sports : Identifying Potential Archers /: Identifying Potential Archers. (2018)

• Record Type: Book
• Further Information: Note: Rabiu Muazu Musa, Zahari Taha, Anwar P.P. Abdul Majeed and Mohamad Razali Abdullah.
• Authors: Musa, Rabiu Muazu; Zahari Taha; Majeed, Anwar P. P. Abdul; Abdullah, Mohamad Razali
• Contents: Intro; Acknowledgements; Contents; About the Authors; 1 Introduction; 1.1 Nature of Archery; 1.2 Performance Parameters Influencing Archery Performance; 1.3 Machine Learning in Sporting Activities; 1.4 K-Means Clustering; 1.5 Classification Algorithms; 1.5.1 K-Nearest Neighbour (K-NN); 1.5.2 Support Vector Machine (SVM); 1.5.3 Artificial Neural Network (ANN); 1.5.4 Logistic Regression (LR); 1.5.5 Model Performance Evaluation; 1.6 Study Participants; 1.7 Archery Shooting Test; References; 2 Bio-Physiological Indicators in Evaluating Archery Performance; 2.1 Overview; 2.2 Clustering 2.3 Classification2.4 Results and Discussion; 2.5 Summary; References; 3 Psychological Variables in Ascertaining Potential Archers; 3.1 Overview; 3.2 Clustering; 3.3 Classification; 3.4 Results and Discussion; 3.5 Summary; References; 4 Anthropometry Correlation Towards Archery Performance; 4.1 Overview; 4.2 Clustering; 4.3 Classification; 4.4 Results and Discussion; 4.5 Summary; References; 5 Psycho-Fitness Parameters in the Identification of High-Potential Archers; 5.1 Overview; 5.2 Clustering; 5.3 Classification; 5.4 Results and Discussion; 5.5 Summary; References; 6 Concluding Remarks
• Publisher Details: Singapore : Springer Nature Springer
• Publication Date: 2018
• Extent: 1 online resource
• Subjects: 799.32; Engineering; Archery; Machine learning; Performance -- Measurement; SPORTS & RECREATION / Field Sports; Archery; Machine learning; Performance -- Measurement; Sports & Recreation -- General; Computers -- Computer Simulation; Sports & Recreation -- Sports Psychology; Technology & Engineering -- Engineering (General); Computers -- Data Processing; Sports & outdoor recreation; Computer modelling & simulation; Sports psychology; Biomedical engineering; Society & social sciences; Computer simulation; Biomedical engineering; Social sciences_xData processing; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9789811325922; 9811325928
• Related ISBNs: 9789811325915; 981132591X
• Notes: Note: Online resource; title from PDF title page (EBSCO, viewed September 25, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.