A Biomechanical Analysis of Free Squat Exercise Employing Self-Organizing Maps

Cristian Felipe Blanco Diaz, Angie Katerine Quitian González, Sebastian Jaramillo Isaza, Alvaro D. Orjuela-Cañón

Producción científica: Capítulo en Libro/ReporteContribución a la conferencia

1 Cita (Scopus)

Resumen

With the current employment of visualization tools, different techniques may be used to understand multivariable information. This document presents an alternative method for the analysis of biomechanical phenomena, presenting the knee joint execution of free squat exercise. For this, the MaxTRAQ software and the open-source and cross-platform software Mokka were employed. A system of cameras allowed to digitize the movements. Then, with the use of Self-Organizing Maps tasks of visualization and clustering were developed for multivariate data. Results showed that this tool allows finding nonlinear relations between the analyzed input variables and outputs, when the data treatment demands an extra-work because of its dimensionality.

Idioma originalInglés estadounidense
Título de la publicación alojada2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings
EditoresAlvaro David Orjuela-Canon
EditorialInstitute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)9781728116143
DOI
EstadoPublicada - jun. 2019
Evento2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Barranquilla, Colombia
Duración: jun. 5 2019jun. 7 2019

Serie de la publicación

Nombre2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings

Conferencia

Conferencia2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019
País/TerritorioColombia
CiudadBarranquilla
Período6/5/196/7/19

Áreas temáticas de ASJC Scopus

  • Inteligencia artificial
  • Redes de ordenadores y comunicaciones
  • Informática aplicada
  • Visión artificial y reconocimiento de patrones
  • Sistemas de información

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