Jesús Vega

26 papers C 1Journal 13Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
GAGS: parallelized genetic algorithm-based grid search for SVM + model optimization.
J. Heuristics
Jose Daniel Fernandez Santos, Jesús Vega, Sebastián Dormido-Canto
2026 J jnl
On the use of autoencoders to study the dynamics and the causality relations of complex systems with applications to nuclear fusion.
Comput. Phys. Commun.
Riccardo Rossi, Andrea Murari, Teddy Craciunescu, Novella Rutigliano, Ivan Wyss, Jesús Vega, Pasquale Gaudio, Michela Gelfusa
2024 J jnl
A Machine Learning Approach to Predict Radiation Effects in Microelectronic Components.
Sensors
Fernando Morilla, Jesús Vega, Sebastián Dormido-Canto, Amor Romero-Maestre, José de-Martín-Hernández, Yolanda Morilla, Pedro Martín-Holgado, Manuel Domínguez Álvarez
2024 J jnl
Deep Learning Models to Reduce Stray Light in TJ-II Thomson Scattering Diagnostic.
Sensors
Ricardo Correa, Gonzalo Farias, Ernesto Fábregas, Sebastián Dormido-Canto, Ignacio Pastor, Jesús Vega
2021 J jnl
Nuclear Fusion Pattern Recognition by Ensemble Learning.
Complex.
Gonzalo Farias, Ernesto Fábregas, Ismael Martínez, Jesús Vega, Sebastián Dormido-Canto, Héctor Vargas
2021 — conf
Pulse Identification Using SVM.
CCIA
Josep Puyol-Gruart, Pere Garcia-Calvés, Jesús Vega, Maria Teresa Ceballos, Bea Cobo, Francisco J. Carrera
2018 J jnl
Applying Deep Learning for Improving Image Classification in Nuclear Fusion Devices.
IEEE Access
Gonzalo Farias Castro, Ernesto Fábregas, Sebastián Dormido-Canto, Jesús Vega, Sebastián Vergara, Sebastián Dormido, Ignacio Pastor, Alvaro Olmedo
2017 — conf
Deriving Realistic Mathematical Models from Support Vector Machines for Scientific Applications.
KDIR
Andrea Murari, Emmanuele Peluso, Saeed Talebzadeh, Pasqualino Gaudio, Michele Lungaroni, Ondrej Mikulin, Jesús Vega, Michela Gelfusa
2016 — conf
A Metric to Improve the Robustness of Conformal Predictors in the Presence of Error Bars.
COPA
Andrea Murari, Saeed Talebzadeh, Jesús Vega, Emmanuele Peluso, Michela Gelfusa, Michele Lungaroni, Pasqualino Gaudio
2016 — conf
Conformal Prediction of Disruptions from Scratch: Application to an ITER Scenario.
COPA
Raúl Moreno, Jesús Vega, Sebastián Dormido
2016 — ed.
Conformal and Probabilistic Prediction with Applications - 5th International Symposium, COPA 2016, Madrid, Spain, April 20-22, 2016, Proceedings
COPA
Alexander Gammerman, Zhiyuan Luo, Jesús Vega, Vladimir Vovk
2016 J jnl
Determination of the optimal number of clusters using a spectral clustering optimization.
Expert Syst. Appl.
Angel Mur, Raquel Dormido, Natividad Duro, Sebastián Dormido-Canto, Jesús Vega
2016 C conf
Review of disruption predictors in nuclear fusion: Classical, from scratch and anomaly detection approaches.
IECON
Jesús Vega, Raúl Moreno, Augusto Pereira, Giuseppe Rattá, Andrea Murari, Sebastián Dormido-Canto, Sergio Esquembri, Eduardo Barrera, Manuel Ruiz
2016 J jnl
Unsupervised Event Characterization and Detection in Multichannel Signals: An EEG application.
Sensors
Angel Mur, Raquel Dormido, Jesús Vega, Natividad Duro, Sebastián Dormido-Canto
2016 J jnl
Unsupervised event detection and classification of multichannel signals.
Expert Syst. Appl.
Angel Mur, Raquel Dormido, Jesús Vega, Sebastián Dormido-Canto, Natividad Duro
2015 — conf
Applying Forecasting to Fusion Databases.
SLDS
Gonzalo Farias, Sebastián Dormido-Canto, Jesús Vega, Norman Díaz
2015 — conf
Computationally Efficient Five-Class Image Classifier Based on Venn Predictors.
SLDS
Jesús Vega, Sebastián Dormido-Canto, F. Martínez, Ignacio Pastor, M. C. Rodríguez
2015 — conf
Confinement Regime Identification Using Artificial Intelligence Methods.
SLDS
Giuseppe Rattá, Jesús Vega
2015 J jnl
Preliminary numerical investigations of conformal predictors based on fuzzy logic classifiers.
Ann. Math. Artif. Intell.
Andrea Murari, Jesús Vega, D. Mazon, T. Courregelongue
2015 — conf
SOM and Feature Weights Based Method for Dimensionality Reduction in Large Gauss Linear Models.
SLDS
Fernando Pavón, Jesús Vega, Sebastián Dormido-Canto
2015 J jnl
Simulations of nuclear fusion diagnostics based on projections with Venn predictors and context drift detection.
Ann. Math. Artif. Intell.
Jesús Vega, Andrea Murari, Sebastián Dormido-Canto, T. Cruz
2012 — conf
Identification of Confinement Regimes in Tokamak Plasmas by Conformal Prediction on a Probabilistic Manifold.
AIAI (2)
Geert Verdoolaege, Jesús Vega, Andrea Murari, Guido Van Oost
2012 — conf
Introduction to Conformal Predictors Based on Fuzzy Logic Classifiers.
AIAI (2)
Andrea Murari, Jesús Vega, D. Mazon, T. Courregelongue
2012 J jnl
Region selection and image classification methodology using a non-conformity measure.
Prog. Artif. Intell.
Sergio González-Sanz, Jesús Vega, Augusto Pereira, Ignacio Pastor
2009 J jnl
Dynamic Clustering and Modeling Approaches for Fusion Plasma Signals.
IEEE Trans. Instrum. Meas.
José Antonio Martín H., Matilde Santos Peñas, Gonzalo Farias, Natividad Duro, José Sánchez Moreno, Raquel Dormido, Sebastián Dormido-Canto, Jesús Vega, Héctor Vargas
2005 — conf
Information Retrieval and Classification with Wavelets and Support Vector Machines.
IWINAC (2)
Sebastián Dormido-Canto, Jesús Vega, José Sánchez Moreno, Gonzalo Farias