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Data mining and machine learning in high-performance sport : performance analysis of on-field and video assistant referees in European soccer leagues / / Rabiu Muazu Musa [and four others]
| Data mining and machine learning in high-performance sport : performance analysis of on-field and video assistant referees in European soccer leagues / / Rabiu Muazu Musa [and four others] |
| Autore | Muazu Musa Rabiu |
| Pubbl/distr/stampa | Gateway East, Singapore : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (63 pages) |
| Disciplina | 006.312 |
| Collana | SpringerBriefs in Applied Sciences and Technology |
| Soggetto topico |
Data mining
Machine learning Soccer - Tournaments |
| ISBN | 981-19-7049-1 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Acknowledgement -- Contents -- About the Authors -- 1 Current Trend of Analysis in High-Performance Sport and the Recent Updates in Data Mining and Machine Learning Application in Sports -- 1.1 An Overview of High-Performance Sport -- 1.2 Responsibilities and Influence of Referees in Top-Flight Soccer Tournaments -- 1.3 Recent Updates in Data Mining and Machine Learning Application in Sports -- 1.4 Mann-Whitney U-Test and Kruskal-Wallis Analysis -- 1.5 Features Extraction Analysis via Information Gain -- 1.6 Cluster Analysis -- 1.6.1 Hierarchical Agglomerative Cluster Analysis (HACA) -- 1.6.2 Louvain Clustering -- 1.6.3 K-means Cluster Analysis -- 1.7 Principal Component Analysis as Data Mining Technique -- 1.8 Application of Machine Learning Models in the Study -- 1.9 Datasets for the Study -- References -- 2 Pattern Recognition of Misconducts Offences and Bookings of Top European Soccer Leagues Referees -- 2.1 Overview -- 2.2 Data Treatment -- 2.3 Principal Component Analysis for Future Selection -- 2.4 Results and Discussion -- 2.5 Summary -- References -- 3 Tactical and Misconduct Actions Leading to VAR Interventions in Top-Flights European Soccer Leagues -- 3.1 Overview -- 3.2 Clustering -- 3.3 Feature Selection -- 3.4 Machine Learning-Based Classification Model -- 3.5 Results and Discussion -- 3.6 Summary -- References -- 4 Positional Events Incidences Leading to VAR Intervention in European Soccer Leagues Games -- 4.1 Overview -- 4.2 Events Variables -- 4.3 Machine Learning-Based Classification Analysis -- 4.4 Results and Discussion -- 4.5 Summary -- References -- 5 Decisions Error of Top European Leagues Soccer Leagues Referees at Specific Time of Match Play -- 5.1 Overview -- 5.2 Clustering -- 5.3 Classification -- 5.4 Results and Discussion -- 5.5 Summary -- References.
6 Prevalence and Differences of Decisions Error in Top-Class European Soccer Leagues -- 6.1 Overview -- 6.2 Types of Decisions Error Across the Leagues -- 6.3 Results and Discussion -- 6.4 Summary -- References -- 7 Relationship Between Match Loading and Decisions Error Among Top-Class European Soccer Leagues Referees -- 7.1 Overview -- 7.2 Clustering -- 7.3 Classification -- 7.4 Results and Discussion -- 7.5 Summary -- References -- 8 Summary, Conclusion, Current Status, and Future Direction for Referees' Performance in European Soccer Leagues -- 8.1 Summary -- 8.2 Conclusion -- 8.3 Current Status and Future Direction. |
| Record Nr. | UNISA-996499857803316 |
Muazu Musa Rabiu
|
||
| Gateway East, Singapore : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Data mining and machine learning in high-performance sport : performance analysis of on-field and video assistant referees in European soccer leagues / / Rabiu Muazu Musa [and four others]
| Data mining and machine learning in high-performance sport : performance analysis of on-field and video assistant referees in European soccer leagues / / Rabiu Muazu Musa [and four others] |
| Autore | Muazu Musa Rabiu |
| Pubbl/distr/stampa | Gateway East, Singapore : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (63 pages) |
| Disciplina | 006.312 |
| Collana | SpringerBriefs in Applied Sciences and Technology |
| Soggetto topico |
Data mining
Machine learning Soccer - Tournaments |
| ISBN | 981-19-7049-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Acknowledgement -- Contents -- About the Authors -- 1 Current Trend of Analysis in High-Performance Sport and the Recent Updates in Data Mining and Machine Learning Application in Sports -- 1.1 An Overview of High-Performance Sport -- 1.2 Responsibilities and Influence of Referees in Top-Flight Soccer Tournaments -- 1.3 Recent Updates in Data Mining and Machine Learning Application in Sports -- 1.4 Mann-Whitney U-Test and Kruskal-Wallis Analysis -- 1.5 Features Extraction Analysis via Information Gain -- 1.6 Cluster Analysis -- 1.6.1 Hierarchical Agglomerative Cluster Analysis (HACA) -- 1.6.2 Louvain Clustering -- 1.6.3 K-means Cluster Analysis -- 1.7 Principal Component Analysis as Data Mining Technique -- 1.8 Application of Machine Learning Models in the Study -- 1.9 Datasets for the Study -- References -- 2 Pattern Recognition of Misconducts Offences and Bookings of Top European Soccer Leagues Referees -- 2.1 Overview -- 2.2 Data Treatment -- 2.3 Principal Component Analysis for Future Selection -- 2.4 Results and Discussion -- 2.5 Summary -- References -- 3 Tactical and Misconduct Actions Leading to VAR Interventions in Top-Flights European Soccer Leagues -- 3.1 Overview -- 3.2 Clustering -- 3.3 Feature Selection -- 3.4 Machine Learning-Based Classification Model -- 3.5 Results and Discussion -- 3.6 Summary -- References -- 4 Positional Events Incidences Leading to VAR Intervention in European Soccer Leagues Games -- 4.1 Overview -- 4.2 Events Variables -- 4.3 Machine Learning-Based Classification Analysis -- 4.4 Results and Discussion -- 4.5 Summary -- References -- 5 Decisions Error of Top European Leagues Soccer Leagues Referees at Specific Time of Match Play -- 5.1 Overview -- 5.2 Clustering -- 5.3 Classification -- 5.4 Results and Discussion -- 5.5 Summary -- References.
6 Prevalence and Differences of Decisions Error in Top-Class European Soccer Leagues -- 6.1 Overview -- 6.2 Types of Decisions Error Across the Leagues -- 6.3 Results and Discussion -- 6.4 Summary -- References -- 7 Relationship Between Match Loading and Decisions Error Among Top-Class European Soccer Leagues Referees -- 7.1 Overview -- 7.2 Clustering -- 7.3 Classification -- 7.4 Results and Discussion -- 7.5 Summary -- References -- 8 Summary, Conclusion, Current Status, and Future Direction for Referees' Performance in European Soccer Leagues -- 8.1 Summary -- 8.2 Conclusion -- 8.3 Current Status and Future Direction. |
| Record Nr. | UNINA-9910629282803321 |
|
Muazu Musa Rabiu
|
||
| Gateway East, Singapore : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Machine learning in elite volleyball : integrating performance analysis, competition and training strategies / / Rabiu Muazu Musa [and five others]
| Machine learning in elite volleyball : integrating performance analysis, competition and training strategies / / Rabiu Muazu Musa [and five others] |
| Autore | Muazu Musa Rabiu |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (58 pages) |
| Disciplina | 006.31 |
| Collana | SpringerBriefs in Applied Sciences and Technology |
| Soggetto topico |
Volleyball - Data processing
Machine learning Voleibol Processament de dades Aprenentatge automàtic |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 981-16-3192-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996466395503316 |
|
Muazu Musa Rabiu
|
||
| Singapore : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Machine learning in elite volleyball : integrating performance analysis, competition and training strategies / / Rabiu Muazu Musa [and five others]
| Machine learning in elite volleyball : integrating performance analysis, competition and training strategies / / Rabiu Muazu Musa [and five others] |
| Autore | Muazu Musa Rabiu |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (58 pages) |
| Disciplina | 006.31 |
| Collana | SpringerBriefs in Applied Sciences and Technology |
| Soggetto topico |
Volleyball - Data processing
Machine learning Voleibol Processament de dades Aprenentatge automàtic |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 981-16-3192-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910485595403321 |
|
Muazu Musa Rabiu
|
||
| Singapore : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Machine Learning in Sports [[electronic resource] ] : Identifying Potential Archers / / by Rabiu Muazu Musa, Zahari Taha, Anwar P.P.Abdul Majeed, Mohamad Razali Abdullah
| Machine Learning in Sports [[electronic resource] ] : Identifying Potential Archers / / by Rabiu Muazu Musa, Zahari Taha, Anwar P.P.Abdul Majeed, Mohamad Razali Abdullah |
| Autore | Muazu Musa Rabiu |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (53 pages) |
| Disciplina | 658.3125 |
| Collana | SpringerBriefs in Applied Sciences and Technology |
| Soggetto topico |
Computational intelligence
Sports Computer simulation Sports—Psychological aspects Biomedical engineering Application software Computational Intelligence Sport Simulation and Modeling Sport Psychology Biomedical Engineering and Bioengineering Computer Appl. in Social and Behavioral Sciences |
| ISBN | 981-13-2592-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Bio-physiological indicators in evaluating archery performance -- Psychological variables in ascertaining potential archers -- Anthropometry correlation to archery performance -- Physical fitness parameters in the identification of high potential archers -- Concluding remarks. |
| Record Nr. | UNINA-9910483331303321 |
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Muazu Musa Rabiu
|
||
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Machine Learning in Team Sports [[electronic resource] ] : Performance Analysis and Talent Identification in Beach Soccer & Sepak-takraw / / by Rabiu Muazu Musa, Anwar P.P. Abdul Majeed, Norlaila Azura Kosni, Mohamad Razali Abdullah
| Machine Learning in Team Sports [[electronic resource] ] : Performance Analysis and Talent Identification in Beach Soccer & Sepak-takraw / / by Rabiu Muazu Musa, Anwar P.P. Abdul Majeed, Norlaila Azura Kosni, Mohamad Razali Abdullah |
| Autore | Muazu Musa Rabiu |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (x, 61 pages) : illustrations |
| Disciplina | 006.3 |
| Collana | SpringerBriefs in Applied Sciences and Technology |
| Soggetto topico |
Computational intelligence
Sports Computer simulation Sports—Psychological aspects Biomedical engineering Application software Computational Intelligence Sport Simulation and Modeling Sport Psychology Biomedical Engineering and Bioengineering Computer Appl. in Social and Behavioral Sciences |
| ISBN | 981-15-3219-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | An Overview of Beach Soccer, Sepak Takraw and the Application of Machine Learning in Team Sports -- Key performance indicators in elite beach soccer -- Technical and tactical performance indicators determining successful and unsuccessful team in elite beach soccer -- Identifying talent in sepak takraw via Anthropometry indexes -- Physical fitness parameters in the identification of high potential sepak takraw players -- Relationship between psycho-maturity and performance of sepak takraw -- Concluding Remarks. |
| Record Nr. | UNINA-9910483518203321 |
|
Muazu Musa Rabiu
|
||
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||