| Nonlinear feature extraction through manifold learning in an electronic tongue classification task JX Leon-Medina, M Anaya, F Pozo, D Tibaduiza Sensors 20 (17), 4834, 2020 | 33 | 2020 |
| Joint distribution adaptation for drift correction in electronic nose type sensor arrays JX Leon-Medina, WA Pineda-Muñoz, DAT Burgos IEEE Access 8, 134413-134421, 2020 | 32 | 2020 |
| Structural damage classification in a Jacket-type wind-turbine foundation using principal component analysis and extreme gradient boosting JX Leon-Medina, M Anaya, N Parés, DA Tibaduiza, F Pozo Sensors 21 (8), 2748, 2021 | 28 | 2021 |
| Herramienta para el diseño de sistemas de posicionamiento tridimensional usados en fabricación digital JX León-Medina, EA Torres-Barahona Revista de Investigación, Desarrollo e Innovación 6 (2), 155-167, 2016 | 27 | 2016 |
| Sistema de posicionamiento aplicado a la técnica de impresión 3d modelado por deposición fundida JX Leon, EA Torres, E Torres Revista De Investigación, Desarrollo E Innovación 3 (1), 25-32, 2012 | 27 | 2012 |
| A data-driven methodology for the classification of different liquids in artificial taste recognition applications with a pulse voltammetric electronic tongue JX Leon-Medina, LJ Cardenas-Flechas, DA Tibaduiza International Journal of Distributed Sensor Networks 15 (10), 1550147719881601, 2019 | 26 | 2019 |
| Temperature prediction using multivariate time series deep learning in the lining of an electric arc furnace for ferronickel production JX Leon-Medina, J Camacho, C Gutierrez-Osorio, JE Salomón, B Rueda, ... Sensors 21 (20), 6894, 2021 | 25 | 2021 |
| Damage classification using supervised self-organizing maps in structural health monitoring GA Angulo-Saucedo, JX Leon-Medina, WA Pineda-Muñoz, ... Sensors 22 (4), 1484, 2022 | 17 | 2022 |
| Attention-based deep recurrent neural network to forecast the temperature behavior of an electric arc furnace side-wall DF Godoy-Rojas, JX Leon-Medina, B Rueda, W Vargas, J Romero, ... Sensors 22 (4), 1418, 2022 | 14 | 2022 |
| Classification of As, Pb and Cd heavy metal ions using square wave voltammetry, dimensionality reduction and machine learning JX Leon-Medina, DA Tibaduiza, JC Burgos, M Cuenca, D Vasquez IEEE Access 10, 7684-7694, 2022 | 14 | 2022 |
| Data classification methodology for electronic noses using uniform manifold approximation and projection and extreme learning machine JX Leon-Medina, N Parés, M Anaya, DA Tibaduiza, F Pozo Mathematics 10 (1), 29, 2021 | 14 | 2021 |
| Application of manifold learning algorithms to improve the classification performance of an electronic nose JX Leon-Medina, M Anaya, F Pozo, DA Tibaduiza 2020 IEEE International Instrumentation and Measurement Technology …, 2020 | 13 | 2020 |
| Yogurt classification using an electronic tongue system and machine learning techniques JX Leon-Medina, M Anaya, DA Tibaduiza Intelligent Systems with Applications 16, 200143, 2022 | 11 | 2022 |
| Intelligent electronic tongue system for the classification of genuine and false honeys JX Leon-Medina, D Acosta-Opayome, CA Fuenmayor, ... International Journal of Food Properties 26 (1), 327-343, 2023 | 10 | 2023 |
| Deep learning for the prediction of temperature time series in the lining of an electric arc furnace for structural health monitoring at Cerro Matoso (CMSA) JX Leon-Medina, RCG Vargas, C Gutierrez-Osorio, DAG Jimenez, ... Engineering Proceedings 2 (1), 23, 2020 | 9 | 2020 |
| Structural Damage Classification Using Machine Learning Algorithms and Performance Measures JX Leon, WA Pineda- Muñoz, M Anaya, J Vitola, DA Tibaduiza 12th International Workshop on Structural Health Monitoring IWSHM 2019 1 (1 …, 2019 | 9 | 2019 |
| Synthesis and high-temperature corrosion resistance of Ti-Zr-Si-N coatings deposited by means of sputtering J Cardenas, J Leon, JJ Olaya Corrosion Engineering, Science and Technology 54 (3), 233-240, 2019 | 9 | 2019 |
| Diseño y construcción de una impresora 3D aplicando la técnica de prototipado rápido modelado por deposición fundida E Torres, J León, E Torres Ponencia llevada a cabo en el Tercer Congreso Argentino de Ingeniería …, 2012 | 9 | 2012 |
| New Electronic Tongue Sensor Array System for Accurate Liquor Beverage Classification JX Leon-Medina, M Anaya, DA Tibaduiza Sensors 23 (13), 6178, 2023 | 8 | 2023 |
| Manifold learning algorithms applied to structural damage classification JX Leon-Medina, M Anaya, DA Tibaduiza, F Pozo Journal of Applied and Computational Mechanics, 2020 | 8 | 2020 |
Diego Alexander Tibaduiza Burgos (h...Full professor, Department of Electrical and Electronics Engineering, Universidad Nacional deVerified email at unal.edu.co