Monitoring gait in multiple sclerosis patients using sensor data analysis and visual reporting

Detalles Bibliográficos
Autor: Raja Kumar, Balaraj
Tipo de recurso: tesis de maestría
Fecha de publicación:2025
País:España
Institución:Universidad Politécnica de Madrid
Repositorio:Archivo Digital UPM
OAI Identifier:oai:oa.upm.es:90797
Acceso en línea:https://oa.upm.es/90797/
Access Level:acceso abierto
Palabra clave:Transformer
Chunk sizes
Dual-head encoder–decoder
SMOTE
SMOTEENN
Time-window segmentation
Cross-Validation
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oai_identifier_str oai:oa.upm.es:90797
network_acronym_str ES
network_name_str España
repository_id_str
spelling Monitoring gait in multiple sclerosis patients using sensor data analysis and visual reportingRaja Kumar, BalarajTransformerChunk sizesDual-head encoder–decoderSMOTESMOTEENNTime-window segmentationCross-ValidationGutiérrez Sanchís, RaúlOrdieres Meré, Joaquín20252025-07-01master thesishttp://purl.org/coar/resource_type/c_bdccinfo:eu-repo/semantics/masterThesishttps://oa.upm.es/90797/reponame:Archivo Digital UPMinstname:Universidad Politécnica de MadridInglésenopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:oa.upm.es:907972026-06-21T12:45:07Z
dc.title.none.fl_str_mv Monitoring gait in multiple sclerosis patients using sensor data analysis and visual reporting
title Monitoring gait in multiple sclerosis patients using sensor data analysis and visual reporting
spellingShingle Monitoring gait in multiple sclerosis patients using sensor data analysis and visual reporting
Raja Kumar, Balaraj
Transformer
Chunk sizes
Dual-head encoder–decoder
SMOTE
SMOTEENN
Time-window segmentation
Cross-Validation
title_short Monitoring gait in multiple sclerosis patients using sensor data analysis and visual reporting
title_full Monitoring gait in multiple sclerosis patients using sensor data analysis and visual reporting
title_fullStr Monitoring gait in multiple sclerosis patients using sensor data analysis and visual reporting
title_full_unstemmed Monitoring gait in multiple sclerosis patients using sensor data analysis and visual reporting
title_sort Monitoring gait in multiple sclerosis patients using sensor data analysis and visual reporting
dc.creator.none.fl_str_mv Raja Kumar, Balaraj
author Raja Kumar, Balaraj
author_facet Raja Kumar, Balaraj
author_role author
dc.contributor.none.fl_str_mv Gutiérrez Sanchís, Raúl
Ordieres Meré, Joaquín
dc.subject.none.fl_str_mv Transformer
Chunk sizes
Dual-head encoder–decoder
SMOTE
SMOTEENN
Time-window segmentation
Cross-Validation
topic Transformer
Chunk sizes
Dual-head encoder–decoder
SMOTE
SMOTEENN
Time-window segmentation
Cross-Validation
publishDate 2025
dc.date.none.fl_str_mv 2025
2025-07-01
dc.type.none.fl_str_mv master thesis
http://purl.org/coar/resource_type/c_bdcc
dc.type.openaire.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
dc.identifier.none.fl_str_mv https://oa.upm.es/90797/
url https://oa.upm.es/90797/
dc.language.none.fl_str_mv Inglés
en
language_invalid_str_mv Inglés
en
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Archivo Digital UPM
instname:Universidad Politécnica de Madrid
instname_str Universidad Politécnica de Madrid
reponame_str Archivo Digital UPM
collection Archivo Digital UPM
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,812455

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