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2020 – today
- 2024
[j11]Ricardo Correa, Gonzalo Farias
, Ernesto Fábregas, Sebastián Dormido-Canto, Ignacio Pastor, Jesús Vega:
Deep Learning Models to Reduce Stray Light in TJ-II Thomson Scattering Diagnostic. Sensors 24(9): 2764 (2024)- [j10]Fernando Morilla, Jesús Vega, Sebastián Dormido-Canto, Amor Romero-Maestre, José de-Martín-Hernández, Yolanda Morilla, Pedro Martín-Holgado, Manuel Domínguez Álvarez:
A Machine Learning Approach to Predict Radiation Effects in Microelectronic Components. Sensors 24(13): 4276 (2024) - 2021
- [j9]Gonzalo Farias, Ernesto Fábregas, Ismael Martínez, Jesús Vega, Sebastián Dormido-Canto, Héctor Vargas:
Nuclear Fusion Pattern Recognition by Ensemble Learning. Complex. 2021: 1207167:1-1207167:9 (2021) - [c12]Josep Puyol-Gruart, Pere Garcia-Calvés, Jesús Vega, Maria Teresa Ceballos, Bea Cobo, Francisco J. Carrera:
Pulse Identification Using SVM. CCIA 2021: 221-224
2010 – 2019
- 2018
- [j8]Gonzalo Farias Castro, Ernesto Fábregas, Sebastián Dormido-Canto, Jesús Vega, Sebastián Vergara, Sebastián Dormido, Ignacio Pastor, Alvaro Olmedo:
Applying Deep Learning for Improving Image Classification in Nuclear Fusion Devices. IEEE Access 6: 72345-72356 (2018) - 2017
- [c11]Andrea Murari, Emmanuele Peluso, Saeed Talebzadeh, Pasqualino Gaudio, Michele Lungaroni, Ondrej Mikulin, Jesús Vega, Michela Gelfusa:
Deriving Realistic Mathematical Models from Support Vector Machines for Scientific Applications. KDIR 2017: 102-113 - 2016
- [j7]Angel Mur, Raquel Dormido, Jesús Vega, Sebastián Dormido-Canto, Natividad Duro:
Unsupervised event detection and classification of multichannel signals. Expert Syst. Appl. 54: 294-303 (2016) - [j6]Angel Mur, Raquel Dormido, Natividad Duro, Sebastián Dormido-Canto, Jesús Vega:
Determination of the optimal number of clusters using a spectral clustering optimization. Expert Syst. Appl. 65: 304-314 (2016) - [j5]Angel Mur, Raquel Dormido, Jesús Vega, Natividad Duro, Sebastián Dormido-Canto:
Unsupervised Event Characterization and Detection in Multichannel Signals: An EEG application. Sensors 16(4): 590 (2016) - [c10]Raúl Moreno, Jesús Vega, Sebastián Dormido:
Conformal Prediction of Disruptions from Scratch: Application to an ITER Scenario. COPA 2016: 67-74 - [c9]Andrea Murari, Saeed Talebzadeh, Jesús Vega, Emmanuele Peluso, Michela Gelfusa, Michele Lungaroni, Pasqualino Gaudio:
A Metric to Improve the Robustness of Conformal Predictors in the Presence of Error Bars. COPA 2016: 105-115 - [c8]Jesús Vega, Raúl Moreno, Augusto Pereira, Giuseppe Rattá, Andrea Murari, Sebastián Dormido-Canto, Sergio Esquembri, Eduardo Barrera, Manuel Ruiz:
Review of disruption predictors in nuclear fusion: Classical, from scratch and anomaly detection approaches. IECON 2016: 6375-6379 - [e1]Alexander Gammerman, Zhiyuan Luo, Jesús Vega, Vladimir Vovk:
Conformal and Probabilistic Prediction with Applications - 5th International Symposium, COPA 2016, Madrid, Spain, April 20-22, 2016, Proceedings. Lecture Notes in Computer Science 9653, Springer 2016, ISBN 978-3-319-33394-6 [contents] - 2015
- [j4]Andrea Murari, Jesús Vega, D. Mazon, T. Courregelongue:
Preliminary numerical investigations of conformal predictors based on fuzzy logic classifiers. Ann. Math. Artif. Intell. 74(1-2): 155-180 (2015) - [j3]Jesús Vega, Andrea Murari, Sebastián Dormido-Canto, T. Cruz:
Simulations of nuclear fusion diagnostics based on projections with Venn predictors and context drift detection. Ann. Math. Artif. Intell. 74(1-2): 223-247 (2015) - [c7]Giuseppe Rattá, Jesús Vega:
Confinement Regime Identification Using Artificial Intelligence Methods. SLDS 2015: 337-346 - [c6]Gonzalo Farias, Sebastián Dormido-Canto, Jesús Vega, Norman Díaz:
Applying Forecasting to Fusion Databases. SLDS 2015: 356-365 - [c5]Jesús Vega, Sebastián Dormido-Canto, F. Martínez, Ignacio Pastor, M. C. Rodríguez:
Computationally Efficient Five-Class Image Classifier Based on Venn Predictors. SLDS 2015: 366-375 - [c4]Fernando Pavón, Jesús Vega, Sebastián Dormido-Canto:
SOM and Feature Weights Based Method for Dimensionality Reduction in Large Gauss Linear Models. SLDS 2015: 376-385 - 2012
- [j2]Sergio González-Sanz, Jesús Vega, Augusto Pereira, Ignacio Pastor:
Region selection and image classification methodology using a non-conformity measure. Prog. Artif. Intell. 1(3): 215-222 (2012) - [c3]Andrea Murari, Jesús Vega, D. Mazon, T. Courregelongue:
Introduction to Conformal Predictors Based on Fuzzy Logic Classifiers. AIAI (2) 2012: 203-213 - [c2]Geert Verdoolaege, Jesús Vega, Andrea Murari, Guido Van Oost:
Identification of Confinement Regimes in Tokamak Plasmas by Conformal Prediction on a Probabilistic Manifold. AIAI (2) 2012: 244-253
2000 – 2009
- 2009
- [j1]José Antonio Martín H., Matilde Santos Peñas, Gonzalo Farias, Natividad Duro, José Sánchez Moreno, Raquel Dormido, Sebastián Dormido-Canto, Jesús Vega, Héctor Vargas:
Dynamic Clustering and Modeling Approaches for Fusion Plasma Signals. IEEE Trans. Instrum. Meas. 58(9): 2969-2978 (2009) - 2005
- [c1]Sebastián Dormido-Canto, Jesús Vega, José Sánchez Moreno, Gonzalo Farias:
Information Retrieval and Classification with Wavelets and Support Vector Machines. IWINAC (2) 2005: 548-557
Coauthor Index
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