EventsThe 1st International Electronic Conference on Chemical Sensors and Analytical Chemistry
Event submissions
Published
with-doi10.3390/CSAC2021-10426
This submission belongs to the session G. General: Presentation of the event The 1st International Electronic Conference on Chemical Sensors and Analytical Chemistry
Published date
30 Jun, 2021
Academic Editor
author-avatarRun Zhang
Citation
Jersson X. Leon-Medina, Maribel Anaya, Diego A. Tibaduiza, Locally linear embedding as nonlinear feature extraction to discriminate liquids with a cyclic voltammetric electronic tongue, in Proceedings of The 1st International Electronic Conference on Chemical Sensors and Analytical Chemistry, 1 July–15 July 2021, MDPI: Basel, Switzerland, doi: 10.3390/CSAC2021-10426
Share
Email
FaceBook
Twitter
Linkedin

Locally linear embedding as nonlinear feature extraction to discriminate liquids with a cyclic voltammetric electronic tongue

image
Jersson X. Leon-Medina 1
Maribel Anaya 2
image
Diego A. Tibaduiza 3
1. Departamento de Ingeniería Mecánica y Mecatrónica, Universidad Nacional de Colombia, Cra 45 No. 26-85, Bogotá 111321, Colombia; jxleonm@unal.edu.co
2. MEM (Modelling-Electronics and Monitoring Research Group), Faculty of Electronics Engineering, Universidad Santo Tomás, Bogotá 110231, Colombia; maribelanaya@usantotomas.edu.co
3. Departamento de Ingeniería Eléctrica y Electrónica, Universidad Nacional de Colombia, Cra 45 No. 26-85, Bogotá 111321, Colombia; dtibaduizab@unal.edu.co
Abstract
Keywords
electronic tongue
locally linear embedding
cyclic voltammetry
K-Nearest Neighbors
classification
machine learning
Manuscript
template.pdf