Information Retrieval and Classification with Wavelets and Support Vector Machines. - Sebastián Dormido-Canto; Jesús Vega; José Sánchez Moreno; Gonzalo Farias (IWINAC (2), 2005)

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)

Introduction to Conformal Predictors Based on Fuzzy Logic Classifiers. - Andrea Murari; Jesús Vega; D. Mazon; T. Courregelongue (AIAI (2), 2012)

Identification of Confinement Regimes in Tokamak Plasmas by Conformal Prediction on a Probabilistic Manifold. - Geert Verdoolaege; Jesús Vega; Andrea Murari; Guido Van Oost (AIAI (2), 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)

Applying Forecasting to Fusion Databases. - Gonzalo Farias; Sebastián Dormido-Canto; Jesús Vega; Norman Díaz (SLDS, 2015)

SOM and Feature Weights Based Method for Dimensionality Reduction in Large Gauss Linear Models. - Fernando Pavón; Jesús Vega; Sebastián Dormido-Canto (SLDS, 2015)

Confinement Regime Identification Using Artificial Intelligence Methods. - Giuseppe Rattá; Jesús Vega (SLDS, 2015)

Computationally Efficient Five-Class Image Classifier Based on Venn Predictors. - Jesús Vega; Sebastián Dormido-Canto; F. Martínez; Ignacio Pastor; M. C. Rodríguez (SLDS, 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)

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)

Conformal Prediction of Disruptions from Scratch: Application to an ITER Scenario. - Raúl Moreno; Jesús Vega; Sebastián Dormido 001 (COPA, 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 (COPA, 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 (IECON, 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)

Unsupervised event detection and classification of multichannel signals. - Angel Mur; Raquel Dormido; Jesús Vega; Sebastián Dormido-Canto; Natividad Duro (Expert Syst. Appl., 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)

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 (KDIR, 2017)

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 001; Ignacio Pastor; Alvaro Olmedo (IEEE Access, 2018)

Pulse Identification Using SVM. - Josep Puyol-Gruart; Pere Garcia-Calvés; Jesús Vega; Maria Teresa Ceballos; Bea Cobo; Francisco J. Carrera (CCIA, 2021)

Nuclear Fusion Pattern Recognition by Ensemble Learning. - Gonzalo Farias; Ernesto Fábregas; Ismael Martínez; Jesús Vega; Sebastián Dormido-Canto; Héctor Vargas (Complex., 2021)

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, 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, 2024)