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Author International Symposium on Computer Science in Sport (11th : 2017 : Konstanz, Germany)

Title Proceedings of the 11th International Symposium on Computer Science in Sport (IACSS 2017) / Martin Lames, Dietmar Saupe, Josef Wiemeyer, editors
Published Cham, Switzerland : Springer, [2018]
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Description 1 online resource (x, 170 pages) : illustrations (some color)
Series Advances in intelligent systems and computing ; volume 663
Advances in intelligent systems and computing ; 663
Contents Preface; Organization; Program Chairs; Program Committee; Invited Keynote Speakers; Local Organization Committee; Contents; Predicting Team Sports Results; An Empirical Analysis on European Odds of English Premier League; Abstract; 1 Introduction; 2 Methods; 2.1 Data Sample; 2.2 Initial Odds, Instant Odds and Odds Adjustment Difference; 2.3 Concordance Rate, Draw Rate and Reversal Rate Between Instant Odds and Game Results; 2.4 Odds Difference and Its Classification Standards; 2.5 Odds Difference Coefficient; 2.6 Competitive Balance Entropy (CBE); 3 Results
2.2 Modeling the Task: Multilayer Perceptrons with Different Amounts of Input Information3 Results; 3.1 Descriptive Data of the Test Person's Task Performance; 3.2 Prediction Accuracy Based on Original Input Data (MLP-1 & MLP-2); 3.3 Prediction Accuracy Based on Noisy Input Data (MLP-1b and MLP-2b); 4 Discussion; 5 Conclusion; Acknowledgements; References; Activity Recognition of Local Muscular Endurance (LME) Exercises Using an Inertial Sensor; 1 Introduction; 2 Proposed Framework; 3 Methodology; 3.1 Sensor Calibration and Data Capture; 3.2 Segmentation of Data; 3.3 Feature Extraction
3.1 Analysis of the Winning Percentage of Home and Away3.2 Analysis of Winning Percentage with Conditional Probability (Previous Match Outcomes); 3.3 Analysis of the Winning Percentage with Conditional Probability (Home or Away Games and Previous Match Outcomes); 3.4 UNIANOVA of Winning Percentage; 3.5 UNIANOVA of Winning Percentage (Overall Data); 4 Conclusion; References; Modeling and Prediction; Artificial Neural Networks Predicting the Outcome of a Throwing Task -- Effects of Input Quantity and ...; Abstract; 1 Introduction; 2 Methods; 2.1 The Motor Task: Virtual Skittles
3.1 The Relationship between Odds and the Winning Percentage3.2 Odds Adjustment Difference; 3.3 CR, DR and RR Between Instant Odds and Game Results; 3.4 CR, DR and RR of Different Odds Difference Levels; 3.5 A Longitudinal Analysis of Changes in CR, DR and RR Between Instant Odds and Game Results; 3.6 The Correlation Between CBE of EPL and Its Initial and Instant ODC; 4 Discussion; 5 Conclusion; References; Study on the "Hot Match" Effect in Professional Football Leagues; Abstract; 1 Introduction; 2 Method; 2.1 Subjects; 2.2 Procedures; 3 Results
3.4 Feature Reduction Using PCA3.5 Activity Recognition and Repetition Counting; 4 Results; 5 Conclusions; References; Gait Stability During Shod and Barefoot Walking and Running on a Treadmill Assessed by Correlation Entropy; 1 Introduction; 2 Material and Method; 2.1 Procedures; 2.2 Method; 2.3 Statistical Analysis; 3 Results; 4 Discussion; References; Statistical Models for Predicting Short-Term HR Responses to Submaximal Interval Exercise; Abstract; 1 Introduction; 2 Materials and Methods; 2.1 Participants and Apparatus; 2.2 Protocol; 2.3 Data Processing
Summary This book provides an overview of current research in the fascinating, interdisciplinary field of computer science and sports. It includes papers from the 11th International Symposium on Computer Science in Sport (IACSS 2017), which took place in Constance, Germany, on September 6-9, 2017. The papers represent the state of the art in utilizing the latest developments in computer science to support coaches and athletes. The book covers a broad range of topics, reflecting the diversity of the field. It presents three categories of papers: those on concepts in informatics like modeling, virtual reality, simulation; those describing applications of computer science in sports like running, volleyball, water polo, and football; and contributions discussing the impact of computer science in sports federations and universities
Bibliography Includes bibliographical references and index
Notes Vendor-supplied metadata
Subject Sports sciences -- Computer simulation -- Congresses.
Sports sciences -- Data processing -- Congresses.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Form Electronic book
Author Lames, Martin, editor
Saupe, Dietmar, 1954- editor
Wiemeyer, Josef, 1960- editor
ISBN 3319678469 (electronic bk.)
9783319678467 (electronic bk.)