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

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dc.creatorBlanco Diaz C.F.spa
dc.creatorKaterine Quitian González A.spa
dc.creatorIsaza S.J.spa
dc.creatorOrjuela Cañón, Alvaro Davidspa
dc.date.accessioned2020-05-25T23:55:50Z
dc.date.available2020-05-25T23:55:50Z
dc.date.created2019spa
dc.description.abstractWith 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. © 2019 IEEE.eng
dc.format.mimetypeapplication/pdf
dc.identifier.doihttps://doi.org/10.1109/ColCACI.2019.8781991
dc.identifier.urihttps://repository.urosario.edu.co/handle/10336/22233
dc.language.isoengspa
dc.publisherInstitute of Electrical and Electronics Engineers Inc.spa
dc.relation.citationTitle2019 IEEE Colombian Conference on Applications in Computational Intelligence ColCACI 2019 - Proceedings
dc.relation.ispartof2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings,(2019)spa
dc.relation.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85070905761&doi=10.1109%2fColCACI.2019.8781991&partnerID=40&md5=1e6627b178d46f7b2499083a6baa2029spa
dc.rights.accesRightsinfo:eu-repo/semantics/openAccess
dc.rights.accesoAbierto (Texto Completo)spa
dc.source.instnameinstname:Universidad del Rosariospa
dc.source.reponamereponame:Repositorio Institucional EdocURspa
dc.subject.keywordBiomechanicsspa
dc.subject.keywordConformal mappingspa
dc.subject.keywordData visualizationspa
dc.subject.keywordJoints (anatomy)spa
dc.subject.keywordMultivariable systemsspa
dc.subject.keywordNeural networksspa
dc.subject.keywordOpen source softwarespa
dc.subject.keywordOpen systemsspa
dc.subject.keywordVisualizationspa
dc.subject.keywordBiomechanical analysisspa
dc.subject.keywordCross-platform softwarespa
dc.subject.keywordKnee analysisspa
dc.subject.keywordMulti variablesspa
dc.subject.keywordMultivariate dataspa
dc.subject.keywordNonlinear relationsspa
dc.subject.keywordSquat movementspa
dc.subject.keywordVisualization toolsspa
dc.subject.keywordSelf organizing mapsspa
dc.subject.keywordArtificial neural networksspa
dc.subject.keywordBiomechanicsspa
dc.subject.keywordKnee analysisspa
dc.subject.keywordSelf organizing mapsspa
dc.subject.keywordSquat movementspa
dc.titleA Biomechanical Analysis of Free Squat Exercise Employing Self-Organizing Mapsspa
dc.typeconferenceObjecteng
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersion
dc.type.spaDocumento de conferenciaspa
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