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Jersson X. Leon-Medina
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2020 – today
- 2024
- [b1]Jersson X. Leon-Medina:
Intelligent condition monitoring of structures through data-driven process and machine learning methods. Polytechnic University of Catalonia, Spain, 2024 - [c2]Léa Maringer, Jersson X. Leon-Medina
, Núria Parés, Francesc Pozo:
Improving Wind Turbine Foundation Damage Detection: A Domain Adaptation Approach with Kernel Mean Matching Method. I2MTC 2024: 1-4 - 2023
- [j10]Jersson X. Leon-Medina
, Maribel Anaya, Diego A. Tibaduiza
:
New Electronic Tongue Sensor Array System for Accurate Liquor Beverage Classification. Sensors 23(13): 6178 (2023) - 2022
- [j9]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: 7684-7694 (2022) - [j8]Jersson X. Leon-Medina
, Maribel Anaya, Diego A. Tibaduiza:
Yogurt classification using an electronic tongue system and machine learning techniques. Intell. Syst. Appl. 16: 200143 (2022) - [j7]Diego F. Godoy-Rojas
, Jersson X. Leon-Medina
, Bernardo Rueda, Whilmar Vargas, Juan Romero, Cesar Augusto 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): 1418 (2022) - [j6]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): 1484 (2022) - 2021
- [j5]Jersson X. Leon-Medina
, Maribel Anaya, 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): 2748 (2021) - [j4]Jersson X. Leon-Medina
, Jaiber Camacho
, Camilo Gutierrez-Osorio
, Julián Esteban Salomón
, Bernardo Rueda, Whilmar Vargas, Jorge I. Sofrony, Felipe Restrepo-Calle
, Cesar Augusto 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): 6894 (2021) - 2020
- [j3]Jersson X. Leon-Medina
, Wilman Alonso Pineda Munoz
, Diego Alexander Tibaduiza Burgos
:
Joint Distribution Adaptation for Drift Correction in Electronic Nose Type Sensor Arrays. IEEE Access 8: 134413-134421 (2020) - [j2]Jersson X. Leon-Medina
, Maribel Anaya
, Francesc Pozo
, Diego A. Tibaduiza
:
Nonlinear Feature Extraction Through Manifold Learning in an Electronic Tongue Classification Task. Sensors 20(17): 4834 (2020) - [c1]Jersson X. Leon-Medina
, Maribel Anaya, Francesc Pozo, Diego A. Tibaduiza
:
Application of manifold learning algorithms to improve the classification performance of an electronic nose. I2MTC 2020: 1-6
2010 – 2019
- 2019
- [j1]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)
Coauthor Index
aka: Diego Alexander Tibaduiza Burgos
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