An Enhanced Joint Hilbert Embedding-Based Metric to Support Mocap Data Classification with Preserved Interpretability

by Cristian Kaori Valencia-Marin, Juan Diego Pulgarin-Giraldo, Luisa Fernanda Velasquez-Martinez, Andres Marino Alvarez-Meza, German Castellanos-Dominguez
Published 2021-06-01

Deep and Wide Transfer Learning with Kernel Matching for Pooling Data from Electroencephalography and Psychological Questionnaires

by Diego Fabian Collazos-Huertas, Luisa Fernanda Velasquez-Martinez, Hernan Dario Perez-Nastar, Andres Marino Alvarez-Meza, German Castellanos-Dominguez
Published 2021-07-01

Bearing Health Monitoring Using Relief-F-Based Feature Relevance Analysis and HMM

by José Alberto Hernández-Muriel, John Bryan Bermeo-Ulloa, Mauricio Holguin-Londoño, Andrés Marino Álvarez-Meza, Álvaro Angel Orozco-Gutiérrez
Published 2020-07-01

Feature relevance estimation for vibration-based condition monitoring of an internal combustion engine

by José Alberto Hernández-Muriel, Andrés Marino Álvarez-Meza, Julián David Echeverry-Correa, Álvaro Ángel Orozco-Gutierrez, Mauricio Alexánder Álvarez-López
Published 2017-05-01