Jersson X. Leon-Medina

15 papers Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Electric Load Forecasting for a Quicklime Company Using a Temporal Fusion Transformer.
Algorithms
Jersson X. Leon-Medina, Diego A. Tibaduiza, Claudia Patricia Siachoque Celys, Bernardo Umbarila Suarez, Francesc Pozo
2025 J jnl
Digital twin technology in wind turbine components: A review.
Intell. Syst. Appl.
Jersson X. Leon-Medina, Diego A. Tibaduiza, Núria Parés, Francesc Pozo
2024 — conf
Improving Wind Turbine Foundation Damage Detection: A Domain Adaptation Approach with Kernel Mean Matching Method.
I2MTC
Léa Maringer, Jersson X. Leon-Medina, Núria Parés, Francesc Pozo
2024 — —
Intelligent condition monitoring of structures through data-driven process and machine learning methods
Jersson X. Leon-Medina
2023 J jnl
New Electronic Tongue Sensor Array System for Accurate Liquor Beverage Classification.
Sensors
Jersson X. Leon-Medina, Maribel Anaya, Diego A. Tibaduiza
2022 J jnl
Attention-Based Deep Recurrent Neural Network to Forecast the Temperature Behavior of an Electric Arc Furnace Side-Wall.
Sensors
Diego F. Godoy-Rojas, Jersson X. Leon-Medina, Bernardo Rueda, Whilmar Vargas, Juan Romero, Cesar Augusto Pedraza, Francesc Pozo, Diego A. Tibaduiza
2022 J jnl
Classification of As, Pb and Cd Heavy Metal Ions Using Square Wave Voltammetry, Dimensionality Reduction and Machine Learning.
IEEE Access
Jersson X. Leon-Medina, Diego A. Tibaduiza, Juan C. Burgos, Martha Cuenca, Dreidy Vasquez
2022 J jnl
Damage Classification Using Supervised Self-Organizing Maps in Structural Health Monitoring.
Sensors
Gilbert A. Angulo-Saucedo, Jersson X. Leon-Medina, Wilman Alonso Pineda Munoz, Miguel Ángel Torres-Arredondo, Diego A. Tibaduiza
2022 J jnl
Yogurt classification using an electronic tongue system and machine learning techniques.
Intell. Syst. Appl.
Jersson X. Leon-Medina, Maribel Anaya, Diego A. Tibaduiza
2021 J jnl
Structural Damage Classification in a Jacket-Type Wind-Turbine Foundation Using Principal Component Analysis and Extreme Gradient Boosting.
Sensors
Jersson X. Leon-Medina, Maribel Anaya, Núria Parés, Diego A. Tibaduiza, Francesc Pozo
2021 J jnl
Temperature Prediction Using Multivariate Time Series Deep Learning in the Lining of an Electric Arc Furnace for Ferronickel Production.
Sensors
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
2020 — conf
Application of manifold learning algorithms to improve the classification performance of an electronic nose.
I2MTC
Jersson X. Leon-Medina, Maribel Anaya, Francesc Pozo, Diego A. Tibaduiza
2020 J jnl
Joint Distribution Adaptation for Drift Correction in Electronic Nose Type Sensor Arrays.
IEEE Access
Jersson X. Leon-Medina, Wilman Alonso Pineda Munoz, Diego Alexander Tibaduiza Burgos
2020 J jnl
Nonlinear Feature Extraction Through Manifold Learning in an Electronic Tongue Classification Task.
Sensors
Jersson X. Leon-Medina, Maribel Anaya, Francesc Pozo, Diego A. Tibaduiza
2019 J jnl
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
Jersson X. Leon-Medina, Leydi J. Cardenas-Flechas, Diego A. Tibaduiza