Measuring Abnormality in High Dimensional Spaces with Applications in Biomechanical Gait Analysis
Measuring Abnormality in High Dimensional Spaces with Applications in Biomechanical Gait Analysis is a scholarly work by John David Collins and Trevor Kingsbury, published in 2018 in ''Scientific Reports''. The main subjects of the publication include animal gait, gait analysis, pattern recognition, data mining, contrast, measure, road ecology, computer science, artificial intelligence, biomechanics, and abnormality. Utilizing applications in instrumented gait analysis, this article demonstrates how using data that is inherently non-independent to measure overall abnormality may bias results.