Automatic gait classification patterns in spastic hemiplegia

DOI10.1007/s11634-020-00427-2zbMath1459.62204OpenAlexW3120705745MaRDI QIDQ2022500

Alberto Subero, Ana M. Aguilera

Publication date: 29 April 2021

Published in: Advances in Data Analysis and Classification. ADAC (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11634-020-00427-2

zbMATH Keywords

kinematicskineticsEMGgait classificationspastic hemiplegia

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• WEKA
• C4.5

Cites Work

• Unnamed Item
• Using model trees for classification
• Additive logistic regression: a statistical view of boosting. (With discussion and a rejoinder by the authors)
• Improvements to Platt's SMO Algorithm for SVM Classifier Design
• Functional trees
• Logistic model trees
• Random forests