+593 992463728 | +57 3108212316 (WhatsApp)
contact(at)sdas-group.com | sdas.researchgroup(at)gmail.com

Jose Alejandro Salazar-Castro

Email: joasalazarca@unal.edu.co | website: https://sites.google.com/view/jose-salazar-castro

He is an electronic engineer from the University of Nariño, born in Pasto in 1992. He holds a master's degree in Electrical Engineering (2018) from the National University of Colombia, Manizales, Colombia. Since 2017 he has been working as a professor/researcher at the Corporación Universitaria Autónoma de Nariño. He has had experience in fields such as dimension reduction, data visualization, signal and image processing, with expertise in C, C+++, Java, Python, Matlab, Arduino and Proccesing. He has participated as a research assistant in projects carried out by the University of Nariño and, in 2015, he won one of the scholarships called "Young Researchers" from the Governorate of Nariño with the project "DESIGN AND IMPLEMENTATION OF A LOW-COST ELECTRONIC PROTOTYPE FOR BIOFEEDBACK THERAPIES IN THE TREATMENT OF PSYCHOPHYSIOLOGICAL DISORDERS". He has had the opportunity to participate as a speaker in several international events and has been invited as a keynote speaker at the Universidad Técnica del Norte, Ibarra, Ecuador.

Research Interests

Dimensionality reduction, data visualization, kernel methods, signals processing.

Publications

  1. Advances in Homotopy Applied to Object Deformation
    International Conference on Bioinformatics and Biomedical Engineering
    Jose Alejandro Salazar-Castro, Ana Cristina Umaquinga-Criollo, Lilian Dayana Cruz-Cruz, Luis Omar Alpala-Alpala, Catalina González-Castaño, Miguel A Becerra-Botero, Diego Hernán Peluffo-Ordóñez, Cesar Germán Castellanos-Domínguez
    See abstract | see full paper
  2. A Novel Color-Based Data Visualization Approach Using a Circular Interaction Model and Dimensionality Reduction
    International Symposium on Neural Networks
    Jose Alejandro Salazar-Castro, Paul D Rosero-Montalvo, Diego Fernando Peña-Unigarro, Ana Cristina Umaquinga-Criollo, Zenaida Castillo-Marrero, Edgardo Javier Revelo-Fuelagán, Diego Hernán Peluffo-Ordóñez, César Germán Castellanos-Domínguez
    See abstract | see full paper
  3. Estudio comparativo de métodos espectrales para reducción de la dimensionalidad: LDA versus PCA
    NCISCOS 2016
    Andrés J Anaya-Isaza, Diego H Peluffo-Ordoñez, Juan C Alvarado-Pérez, Jorge Ivan-Rios, Juan A Castro-Silva, Paul D Rosero-Montalvo, Diego F Peña-Unigarro, Ana C Umaquinga-Criollo
    See abstract | see full paper
  4. Propuesta Para El Diseño Del Control Automático De Una Planta De Producción De Biodiesel A Partir De Aceite Usado De Cocina
    Jornadas Internacionales FICA 2016.
    Yesid C Rosas-Narváez, Jose A Salazar-Castro, Diego H Peluffo-Ordóñez, Carlos A Ramírez
    See abstract | see full paper
  5. A Low Cost Portable Prototype for Support of Bio-Feedback Therapies in Psychophysiological Disorders
    RESEARCHGATE
    Jose A Salazar-Castro, Diego H Peluffo-Ordóñez, Sergio Cano, Ángela Ruano, EJ Revelo-Fuelagán, Juan F Salazar-Castro, Hugo Campaña, Carlos R Ramírez-Saavedra
    See abstract | see full paper
  6. 2016 21st Symposium on Signal Processing, Images and Artificial Vision, STSIVA 2016
    STSIVA 2016
    Pena-Unigarro, D. F., Salazar-Castro, J. A., Peluffo-Ordonez, D. H., Rosero-Montalvo, P. D., Ona-Rocha, O. R., Isaza, A. A., ... Theron, R. (2016)
    See abstract | see full paper
  7. Dimensionality reduction for interactive data visualization via a Geo-Desic approach
    Computational Intelligence (LA-CCI), 2016 IEEE Latin American Conference
    Jose A Salazar-Castro, Diego Peña-Unigarro, Diego H Peluffo-Ordóñez, Paul D Rosero-Montalvo, H Mauricio Domínguez-Limaico, Juan C Alvarado-Pérez, Roberto Therón
    See abstract | see full paper
  8. Interactive visualization methodology of high-dimensional data with a color-based model for dimensionality reduction
    Signal Processing, Images and Artificial Vision (STSIVA), 2016 XXI Symposium
    Diego F Peña-ünigarro, Jose A Salazar-Castro, Diego H Peluffo-Ordóñez, Paul D Rosero-Montalvo, Omar R Oña-Rocha, Andres A Isaza, Juan C Alvarado-Perez, Roberto Theron
    See abstract | see full paper
  9. Interactive data visualization using dimensionality reduction and similarity-based representations
    IberoAmerican Congress on Pattern Recognition
    P Rosero-Montalvo, P Diaz, Jose Alejandro Salazar-Castro, DF Pena-Unigarro, AJ Anaya-Isaza, Juan C Alvarado-Pérez, Roberto Therón, Diego Hernán Peluffo-Ordóñez
    See abstract | see full paper
  10. 2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015-Conference Proceedings
    STSIVA 2015
    Arias-Mora, L., López-Ríos, L., Céspedes-Villar, Y., Velasquez-Martinez, L. F., Alvarez-Meza, A. M., & Castellanos-Dominguez, G.
    See abstract | see full paper
  11. Interactive interface for efficient data visualization via a geometric approach
    Signal Processing, Images and Computer Vision (STSIVA), 2015 20th Symposium
    JA Salazar-Castro, YC Rosas-Narváez, AD Pantoja, Juan C Alvarado-Pérez, Diego H Peluffo-Ordóñez
    See abstract | see full paper