Jesús Vega

According to our database, Jesús Vega authored at least 23 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Machine Learning Approach to Predict Radiation Effects in Microelectronic Components.

Fernando Morilla, Jesús Vega, Sebastián Dormido-Canto, Amor Romero-Maestre, José de-Martín-Hernández, Yolanda Morilla, Pedro Martín-Holgado, Manuel Domínguez Álvarez

Sensors, July, 2024

Deep Learning Models to Reduce Stray Light in TJ-II Thomson Scattering Diagnostic.

Ricardo Correa, Gonzalo Farias, Ernesto Fábregas, Sebastián Dormido-Canto, Ignacio Pastor, Jesús Vega

Sensors, May, 2024

2021

Nuclear Fusion Pattern Recognition by Ensemble Learning.

Gonzalo Farias, Ernesto Fábregas, Ismael Martínez, Jesús Vega, Sebastián Dormido-Canto, Héctor Vargas

Complex., 2021

Pulse Identification Using SVM.

Josep Puyol-Gruart, Pere Garcia-Calvés, Jesús Vega, Maria Teresa Ceballos, Bea Cobo, Francisco J. Carrera

Proceedings of the Artificial Intelligence Research and Development, 2021

2018

Applying Deep Learning for Improving Image Classification in Nuclear Fusion Devices.

Gonzalo Farias Castro, Ernesto Fábregas, Sebastián Dormido-Canto, Jesús Vega, Sebastián Vergara, Sebastián Dormido, Ignacio Pastor, Alvaro Olmedo

IEEE Access, 2018

2017

Deriving Realistic Mathematical Models from Support Vector Machines for Scientific Applications.

Andrea Murari, Emmanuele Peluso, Saeed Talebzadeh, Pasqualino Gaudio, Michele Lungaroni, Ondrej Mikulin, Jesús Vega, Michela Gelfusa

Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

2016

Unsupervised Event Characterization and Detection in Multichannel Signals: An EEG application.

Angel Mur, Raquel Dormido, Jesús Vega, Natividad Duro, Sebastián Dormido-Canto

Sensors, 2016

Unsupervised event detection and classification of multichannel signals.

Angel Mur, Raquel Dormido, Jesús Vega, Sebastián Dormido-Canto, Natividad Duro

Expert Syst. Appl., 2016

Determination of the optimal number of clusters using a spectral clustering optimization.

Angel Mur, Raquel Dormido, Natividad Duro, Sebastián Dormido-Canto, Jesús Vega

Expert Syst. Appl., 2016

Review of disruption predictors in nuclear fusion: Classical, from scratch and anomaly detection approaches.

Jesús Vega, Raúl Moreno, Augusto Pereira, Giuseppe Rattá, Andrea Murari, Sebastián Dormido-Canto, Sergio Esquembri, Eduardo Barrera, Manuel Ruiz

Proceedings of the IECON 2016, 2016

A Metric to Improve the Robustness of Conformal Predictors in the Presence of Error Bars.

Andrea Murari, Saeed Talebzadeh, Jesús Vega, Emmanuele Peluso, Michela Gelfusa, Michele Lungaroni, Pasqualino Gaudio

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2016

Conformal Prediction of Disruptions from Scratch: Application to an ITER Scenario.

Raúl Moreno, Jesús Vega, Sebastián Dormido

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2016

2015

Simulations of nuclear fusion diagnostics based on projections with Venn predictors and context drift detection.

Jesús Vega, Andrea Murari, Sebastián Dormido-Canto, T. Cruz

Ann. Math. Artif. Intell., 2015

Preliminary numerical investigations of conformal predictors based on fuzzy logic classifiers.

Andrea Murari, Jesús Vega, D. Mazon, T. Courregelongue

Ann. Math. Artif. Intell., 2015

Computationally Efficient Five-Class Image Classifier Based on Venn Predictors.

Jesús Vega, Sebastián Dormido-Canto, F. Martínez, Ignacio Pastor, M. C. Rodríguez

Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Confinement Regime Identification Using Artificial Intelligence Methods.

Giuseppe Rattá, Jesús Vega

Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

SOM and Feature Weights Based Method for Dimensionality Reduction in Large Gauss Linear Models.

Fernando Pavón, Jesús Vega, Sebastián Dormido-Canto

Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Applying Forecasting to Fusion Databases.

Gonzalo Farias, Sebastián Dormido-Canto, Jesús Vega, Norman Díaz

Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

2012

Region selection and image classification methodology using a non-conformity measure.

Sergio González-Sanz, Jesús Vega, Augusto Pereira, Ignacio Pastor

Prog. Artif. Intell., 2012

Identification of Confinement Regimes in Tokamak Plasmas by Conformal Prediction on a Probabilistic Manifold.

Geert Verdoolaege, Jesús Vega, Andrea Murari, Guido Van Oost

Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Introduction to Conformal Predictors Based on Fuzzy Logic Classifiers.

Andrea Murari, Jesús Vega, D. Mazon, T. Courregelongue

Proceedings of the Artificial Intelligence Applications and Innovations, 2012

2009

Dynamic Clustering and Modeling Approaches for Fusion Plasma Signals.

José Antonio Martín H., Matilde Santos Peñas, Gonzalo Farias, Natividad Duro, José Sánchez Moreno, Raquel Dormido, Sebastián Dormido-Canto, Jesús Vega, Héctor Vargas

IEEE Trans. Instrum. Meas., 2009

2005

Information Retrieval and Classification with Wavelets and Support Vector Machines.

Sebastián Dormido-Canto, Jesús Vega, José Sánchez Moreno, Gonzalo Farias

Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005