Diego A. Tibaduiza

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Electric Arc Furnace

Manifold Learning

Machine Learning

Gradient Boosting

Top Venues

Int. J. Distributed Sens. Networks

Intell. Syst. Appl.

Publications

Juan Sarmiento, Maribel Anaya, Diego A. Tibaduiza
Microplastic Identification Using Impedance Spectroscopy and Machine Learning Algorithms. Int. J. Distributed Sens. Networks 2024 (2024)
Jersson X. Leon-Medina, Maribel Anaya, Diego A. Tibaduiza
New Electronic Tongue Sensor Array System for Accurate Liquor Beverage Classification. Sensors 23 (13) (2023)
Jersson X. Leon-Medina, Maribel Anaya Vejar, Diego A. Tibaduiza
Yogurt classification using an electronic tongue system and machine learning techniques. Intell. Syst. Appl. 16 (2022)
Gilbert A. Angulo-Saucedo, Jersson X. Leon-Medina, Wilman Alonso Pineda Munoz, Miguel Ángel Torres-Arredondo, Diego A. Tibaduiza
Damage Classification Using Supervised Self-Organizing Maps in Structural Health Monitoring. Sensors 22 (4) (2022)
Diego F. Godoy-Rojas, Jersson X. Leon-Medina, Bernardo Rueda, Whilmar Vargas, Juan Romero, César Pedraza, Francesc Pozo, Diego A. Tibaduiza
Attention-Based Deep Recurrent Neural Network to Forecast the Temperature Behavior of an Electric Arc Furnace Side-Wall. Sensors 22 (4) (2022)
Jersson X. Leon-Medina, Diego A. Tibaduiza, Juan C. Burgos, Martha Cuenca, Dreidy Vasquez
Classification of As, Pb and Cd Heavy Metal Ions Using Square Wave Voltammetry, Dimensionality Reduction and Machine Learning. IEEE Access 10 (2022)
Jersson X. Leon-Medina, Maribel Anaya Vejar, Núria Parés, Diego A. Tibaduiza, Francesc Pozo
Structural Damage Classification in a Jacket-Type Wind-Turbine Foundation Using Principal Component Analysis and Extreme Gradient Boosting. Sensors 21 (8) (2021)
Francesc Pozo, Diego A. Tibaduiza, Yolanda Vidal
Sensors for Structural Health Monitoring and Condition Monitoring. Sensors 21 (5) (2021)
Jersson X. Leon-Medina, Jaiber Camacho, Camilo Gutierrez-Osorio, Julián Esteban Salomón, Bernardo Rueda, Whilmar Vargas, Jorge Sofrony, Felipe Restrepo-Calle, César Pedraza, Diego A. Tibaduiza
Temperature Prediction Using Multivariate Time Series Deep Learning in the Lining of an Electric Arc Furnace for Ferronickel Production. Sensors 21 (20) (2021)
Jersson X. Leon-Medina, Maribel Anaya Vejar, Francesc Pozo, Diego A. Tibaduiza
Nonlinear Feature Extraction Through Manifold Learning in an Electronic Tongue Classification Task. Sensors 20 (17) (2020)
Nicolas González, Diego A. Tibaduiza, John J. Pantoja, Félix Vega
Implementation of a control system for a positioner XY in applications of inspection with a ground penetration radar. CoDIT (2020)
Francesc Pozo, Diego A. Tibaduiza, Miguel Ángel Torres-Arredondo, Margarita Varón, Hernán Dario Ceron-Muñoz
Editorial. Int. J. Distributed Sens. Networks 16 (9) (2020)
Jersson X. Leon-Medina, Maribel Anaya Vejar, Francesc Pozo, Diego A. Tibaduiza
Application of manifold learning algorithms to improve the classification performance of an electronic nose. I2MTC (2020)
Jersson X. Leon-Medina, Leydi J. Cardenas-Flechas, Diego A. Tibaduiza
A data-driven methodology for the classification of different liquids in artificial taste recognition applications with a pulse voltammetric electronic tongue. Int. J. Distributed Sens. Networks 15 (10) (2019)