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Machine Learning In Elite Volleyball
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Book Synopsis Machine Learning in Elite Volleyball by : Rabiu Muazu Musa
Download or read book Machine Learning in Elite Volleyball written by Rabiu Muazu Musa and published by Springer Nature. This book was released on 2021-06-18 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brief highlights the use of various Machine Learning (ML) algorithms to evaluate training and competitional strategies in Volleyball, as well as to identify high-performance players in the sport. Several psychological elements/strategies coupled with human performance parameters are discussed in view to ascertain their impact on performance in elite Volleyball competitions. It presents key performance indicators as well as human performance parameters that can be used in future evaluation of team performance and players. The details outlined in this brief are vital to coaches, club managers, talent identification experts, performance analysts as well as other important stakeholders in the evaluation of performance and to foster improvement in this sport.
Book Synopsis Predicting the Adult Height of Volleyball Players Using Machine Learning by : Julia Albicker
Download or read book Predicting the Adult Height of Volleyball Players Using Machine Learning written by Julia Albicker and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Data Mining and Machine Learning in High-Performance Sport by : Rabiu Muazu Musa
Download or read book Data Mining and Machine Learning in High-Performance Sport written by Rabiu Muazu Musa and published by Springer Nature. This book was released on 2022-11-05 with total page 63 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the application of data mining and machine learning techniques in studying the activity pattern, decision-making skills, misconducts, and actions resulting in the intervention of VAR in European soccer leagues referees. The game of soccer at the elite level is characterised by intense competitions, a high level of intensity, technical, and tactical skills coupled with a long duration of play. Referees are required to officiate the game and deliver correct and indisputable decisions throughout the duration of play. The increase in the spatial and temporal task demands of the game necessitates that the referees must respond and cope with the physiological and psychological loads inherent in the game. The referees are also required to deliver an accurate decision and uphold the rules and regulations of the game during a match. These demands and attributes make the work of referees highly complex. The increasing pace and complexity of the game resulted in the introduction of the Video Assistant Referee (VAR) to assist and improve the decision-making of on-field referees. Despite the integration of VAR into the current refereeing system, the performances of the referees are yet to be error-free. Machine learning coupled with data mining techniques has shown to be vital in providing insights from a large dataset which could be used to draw important inferences that can aid decision-making for diagnostics purposes and overall performance improvement. A total of 6232 matches from 5 consecutive seasons officiated across the English Premier League, Spanish LaLiga, Italian Serie A as well as the German Bundesliga was studied. It is envisioned that the findings in this book could be useful in recognising the activity pattern of top-class referees, that is non-trivial for the stakeholders in devising strategies to further enhance the performances of referees as well as empower talent identification experts with pertinent information for mapping out future high-performance referees.
Book Synopsis 13th World Congress of Performance Analysis of Sport and 13th International Symposium on Computer Science in Sport by : Arnold Baca
Download or read book 13th World Congress of Performance Analysis of Sport and 13th International Symposium on Computer Science in Sport written by Arnold Baca and published by Springer Nature. This book was released on 2023-07-12 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discovers the latest research and insights in sports performance analysis and computer science in sports with the 13th World Congress of Performance Analysis of Sport and 13th International Symposium on Computer Science in Sport joint conference proceedings. This comprehensive book features over 40 peer-reviewed scientific works, showcasing the latest developments in these areas. The book covers a wide range of topics, including data analytics in sports, performance tracking and monitoring, artificial intelligence and machine learning in sports, virtual and augmented reality in sports, sensor technology, sports biomechanics, and motor control. By reading this book, you'll gain a deeper understanding of how applied and research-based problems can, together, transform the world of sports, and how you can stay ahead of the curve in this rapidly evolving field. This means that whether you're a researcher, coach, athlete, or sports enthusiast, there is something for everyone in this book.
Download or read book AI for Sports written by Chris Brady and published by CRC Press. This book was released on 2022-01-28 with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt: It seems that artificial intelligence (AI) is always just five years away, but it never arrives. Recently, however. developments have made the practical utility of game theory a genuine reality. Will sport provide the petri dish in which AI will prove itself? What do domain specialists like managers and coaches want to know that they can’t currently find out, and can AI provide the answer? What competitive advantages might AI provide for recruitment, performance and tactics, health and fitness, pedagogy, broadcasting, eSports, gambling and stadium design in the future? Written by leading experts in both sports management and AI, AI for Sports begins to answer these and many other questions on the future of AI for sports.
Book Synopsis Artificial Intelligence in Sport Performance Analysis by : Duarte Araújo
Download or read book Artificial Intelligence in Sport Performance Analysis written by Duarte Araújo and published by Routledge. This book was released on 2021-04-20 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: To understand the dynamic patterns of behaviours and interactions between athletes that characterize successful performance in different sports is an important challenge for all sport practitioners. This book guides the reader in understanding how an ecological dynamics framework for use of artificial intelligence (AI) can be implemented to interpret sport performance and the design of practice contexts. By examining how AI methodologies are utilized in team games, such as football, as well as in individual sports, such as golf and climbing, this book provides a better understanding of the kinematic and physiological indicators that might better capture athletic performance by looking at the current state-of-the-art AI approaches. Artificial Intelligence in Sport Performance Analysis provides an all-encompassing perspective in an innovative approach that signals practical applications for both academics and practitioners in the fields of coaching, sports analysis, and sport science, as well as related subjects such as engineering, computer and data science, and statistics.
Book Synopsis Understanding how Elite Women Volleyball Players Learn by : Lionel Woods
Download or read book Understanding how Elite Women Volleyball Players Learn written by Lionel Woods and published by . This book was released on 2011 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis NSCA's Essentials of Sport Science by : NSCA -National Strength & Conditioning Association
Download or read book NSCA's Essentials of Sport Science written by NSCA -National Strength & Conditioning Association and published by Human Kinetics. This book was released on 2021-01-27 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: Within the domain of sport, the application of science is more apparent than ever before. Not only are universities and academic institutions scientifically investigating sport as one element of human performance, but professional teams, sporting organizations, and private training companies are embracing approaches that use scientific principles to help their athletes and teams gain a competitive edge in sporting competition. The potential for applying science to sport training and sport performance is vast. There is a demand for sport scientists who can collect and convert data into valuable information—information that drives decision making and directly influences performance outcomes. To address this growing need, the world-renowned National Strength and Conditioning Association developed the Certified Performance and Sport Scientist (CPSS) certification, along with the must-have reference for anyone in the field. NSCA’s Essentials of Sport Science features contributions from 52 globally recognized experts and thought leaders from the field of sport science. It is the only resource to go beyond sport science’s foundations—physiology, biochemistry, biomechanics, nutrition, and skill acquisition—to address the use of statistics and broader fields of data science, analytics, and technology management. Readers will explore every aspect of the sport scientist’s role: understanding training theory, performing needs analyses, conducting athlete monitoring and assessment, managing data and analytics, and educating and disseminating information. The integration of these technical skills will guide sport scientists in drawing conclusions that can be used to manipulate training methods and shape competition strategies for the betterment of athletes’ health, well-being, and performance. NSCA’s Essentials of Sport Science offers a holistic overview of the technical expertise, skills, and knowledge required to operate effectively as a modern-day sport scientist. Further, it will help prepare candidates for the NSCA’s CPSS certification exam and aid all sport scientists in acquiring and using the best available evidence—at the right time, in the right environment, and for the right individual—to maximize their performance.
Book Synopsis Machine Learning and Data Mining for Sports Analytics by : Ulf Brefeld
Download or read book Machine Learning and Data Mining for Sports Analytics written by Ulf Brefeld and published by Springer Nature. This book was released on 2023-02-24 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 9th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2022, held in Grenoble, France, during September 19, 2022. The 10 full papers included in this book were carefully reviewed and selected from 18 submissions. They were organized in topical sections as follows: Football, Racket sports, Cycling.
Book Synopsis Machine Learning in Team Sports by : Rabiu Muazu Musa
Download or read book Machine Learning in Team Sports written by Rabiu Muazu Musa and published by Springer Nature. This book was released on 2020-02-17 with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brief highlights the application of performance analysis tools in data acquisition, and various machine learning algorithms for evaluating team performance as well as talent identification in beach soccer and sepak takraw. Numerous performance indicators and human performance parameters are considered based on their relevance to each sport. The findings presented here demonstrate that the key performance indicators as well as human performance parameters can be used in the future evaluation of team performance as well as talent identification in these sports. Accordingly, they offer a valuable resource for coaches, club managers, talent identification experts, performance analysts and other relevant stakeholders involved in performance assessments.
Book Synopsis Machine Learning Approaches to Human Movement Analysis by : Matteo Zago
Download or read book Machine Learning Approaches to Human Movement Analysis written by Matteo Zago and published by Frontiers Media SA. This book was released on 2021-03-04 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Machine Learning for Advanced Functional Materials by : Nirav Joshi
Download or read book Machine Learning for Advanced Functional Materials written by Nirav Joshi and published by Springer Nature. This book was released on 2023-05-22 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents recent advancements of machine learning methods and their applications in material science and nanotechnologies. It provides an introduction to the field and for those who wish to explore machine learning in modeling as well as conduct data analyses of material characteristics. The book discusses ways to enhance the material’s electrical and mechanical properties based on available regression methods for supervised learning and optimization of material attributes. In summary, the growing interest among academics and professionals in the field of machine learning methods in functional nanomaterials such as sensors, solar cells, and photocatalysis is the driving force for behind this book. This is a comprehensive scientific reference book on machine learning for advanced functional materials and provides an in-depth examination of recent achievements in material science by focusing on topical issues using machine learning methods.
Book Synopsis Artificial Intelligence in Sports, Movement, and Health by : Carlo Dindorf
Download or read book Artificial Intelligence in Sports, Movement, and Health written by Carlo Dindorf and published by Springer Nature. This book was released on with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Machine Learning in Sports by : Rabiu Muazu Musa
Download or read book Machine Learning in Sports written by Rabiu Muazu Musa and published by Springer. This book was released on 2018-09-18 with total page 53 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brief highlights the association of different performance variables that influences archery performance and the employment of different machine learning algorithms in the identification of potential archers. The sport of archery is often associated with a myriad of performance indicators namely bio-physiological, psychological, anthropometric as well as physical fitness. Traditionally, the determination of potential archers is carried out by means of conventional statistical techniques. Nonetheless, such methods often fall short in associating non-linear relationships between the variables. This book explores the notion of machine learning that is capable of mitigating the aforesaid issue. This book is valuable for coaches and managers in identifying potential archers during talent identification programs.
Book Synopsis Intelligent Human Computer Interaction by : Bong Jun Choi
Download or read book Intelligent Human Computer Interaction written by Bong Jun Choi and published by Springer Nature. This book was released on with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Proceedings of the Unima International Conference on Social Sciences and Humanities (UNICSSH 2022) by : Recky Harold Elby Sendouw
Download or read book Proceedings of the Unima International Conference on Social Sciences and Humanities (UNICSSH 2022) written by Recky Harold Elby Sendouw and published by Springer Nature. This book was released on 2023-01-24 with total page 2046 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. The Unima International Conference on Social Sciences and Humanity (UNICSSH) 2022 was conducted on October, 11th – 13th 2022, at The Grand Kawanua International City, Manado, North Sulawesi, Indonesia. In 2022, Universitas Negeri Manado will host the Indonesian National Education Convention (KONASPI) X. Konaspi is a routine activity of the PPTKN which is held once every four years. The fourth industrial revolution (4.0) is marked by technological advances and supported by artificial intelligence that creates opportunities and challenges for the education system. University and vocational school graduates are facing a world transformed by technology which in turn is transforming the workplace from task-based to human-centered characteristics. Certain skills such as critical thinking, emotional intelligence, problem-solving, cognitive flexibility, and knowledge production are required. To answer this demand, the education system must put revolutionary innovation on its agenda. Scholars, researchers, and practitioners are invited to share ideas, research results, and best practices about education, science, and technology now and in the future at an international conference held by Universitas Negeri Manado as part of the Indonesian National Education Convention (KONASPI). As part of KONASPI X activities, Universitas Negeri Manado is holding the 2022 International Conference on Education, Social Science, and Humanities (ICESSHum). The topics in this international conference are Education, Law, Politics and Social Sciences, Economics, Public Administration, and Humanities. Through these themes, it is expected to involve many professionals who have indirect roles in related fields. To enrich this event, the committee invites all national and international participants (including academics, researchers, professionals, and other relevant stakeholders) to send research papers or review papers to be presented at the conference.
Book Synopsis Futsal Research and Challenges for Sport Development by : Cesar Méndez-Domínguez
Download or read book Futsal Research and Challenges for Sport Development written by Cesar Méndez-Domínguez and published by Frontiers Media SA. This book was released on 2022-04-06 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt:
