Analysing expertise through data mining: an example based on treading water
Explore this paper's citation graph
Summary
The data mining process provides a methodological framework to analyse expertise in sports activities, and in this context suggests that a taxonomy can be established among the numerous coordination solutions that allow humans to create stabilising forces in the water.
- Type
- article
- Published
- 2014-03-21
- Cited by
- 9
- References
- 36
- OpenAlex
- https://openalex.org/W24649858
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:28456440
Keywords
Political science, Sociology
References
- Pattern Classification (2nd ed.)
- From Data Mining to Knowledge Discovery: An Overview
- Movement Skill Assessment
- Key Properties of Expert Movement Systems in Sport
- Analysis of the Eggbeater Kick Used to Maintain Height in Water Polo
- Intelligent Data Analysis: An Introduction
- A New Index of Coordination for the Crawl: Description and Usefulness
- Biomechanical aspects of peak performance in human swimming
- Brain regions involved in spatial frequency discrimination: evidence from fMRI
- Memory for the Functional Characteristics of Climbing Walls: Perceiving Affordances
- Typologies and taxonomies: An introduction to classification techniques
- Reading and understanding MORE multivariate statistics.
- Action Categories and the Perception of Biological Motion
- Training Induced Changes in Maximum Heart Rate
- Arm coordination adaptations assessment in swimming.
- Deliberate practice and acquisition of expert performance: a general overview.
- Constraints on the Complete Optimization of Human Motion
- Phase transitions and critical behavior in human bimanual coordination.
- Movement skill assessment of typically developing preschool children: a review of seven movement skill assessment tools.
- Perceiving Patterns of Play in Dynamic Sport Tasks: Investigating the Essential Information Underlying Skilled Performance
Cited by
- A method to optimize a typology-based classification system
- Sports science needs more interdisciplinary, constraints-led research programmes: The case of water safety in New Zealand.
- Does water temperature influence the performance of key survival skills?
- Design and Implementation of Beach Sports Big Data Analysis System Based on Computer Technology
- Exploratory Analysis of Treading Water Coordination and the Influence of Task and Environmental Constraints
- Complementing subjective with objective data in analysing expertise: A machine-learning approach applied to badminton
- A Multidisciplinary Comparison of Different Techniques Among Skilled Water Treaders
- Energetic and Cognitive Demands of Treading Water: Effects of Technique and Expertise.
- Sport-Specific Neuromuscular Profiles in Male Youth Swimmers and Sailors: A Comparative Analysis
Related papers
No related papers recorded.