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Jesús Vega
ORCID
Publication Activity (10 Years)
Years Active: 2005-2021
Publications (10 Years): 16
Top Topics
Image Classification
Drift Detection
Ensemble Learning
Support Vector
Top Venues
SLDS
Ann. Math. Artif. Intell.
AIAI (2)
COPA
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Publications
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Josep Puyol-Gruart
,
Pere Garcia-Calvés
,
Jesús Vega
,
Maria Teresa Ceballos
,
Bea Cobo
,
Francisco J. Carrera
Pulse Identification Using SVM.
CCIA
(2021)
Gonzalo Farias
,
Ernesto Fábregas
,
Ismael Martínez
,
Jesús Vega
,
Sebastián Dormido-Canto
,
Héctor Vargas
Nuclear Fusion Pattern Recognition by Ensemble Learning.
Complex.
2021 (2021)
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 (2018)
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)
Raúl Moreno
,
Jesús Vega
,
Sebastián Dormido
Conformal Prediction of Disruptions from Scratch: Application to an ITER Scenario.
COPA
(2016)
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 (2016)
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) (2016)
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)
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)
Angel Mur
,
Raquel Dormido
,
Jesús Vega
,
Sebastián Dormido-Canto
,
Natividad Duro
Unsupervised event detection and classification of multichannel signals.
Expert Syst. Appl.
54 (2016)
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) (2015)
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) (2015)
Jesús Vega
,
Sebastián Dormido-Canto
,
F. Martínez
,
Ignacio Pastor
,
M. C. Rodríguez
Computationally Efficient Five-Class Image Classifier Based on Venn Predictors.
SLDS
(2015)
Gonzalo Farias
,
Sebastián Dormido-Canto
,
Jesús Vega
,
Norman Díaz
Applying Forecasting to Fusion Databases.
SLDS
(2015)
Fernando Pavón
,
Jesús Vega
,
Sebastián Dormido-Canto
SOM and Feature Weights Based Method for Dimensionality Reduction in Large Gauss Linear Models.
SLDS
(2015)
Giuseppe Rattá
,
Jesús Vega
Confinement Regime Identification Using Artificial Intelligence Methods.
SLDS
(2015)
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) (2012)
Andrea Murari
,
Jesús Vega
,
D. Mazon
,
T. Courregelongue
Introduction to Conformal Predictors Based on Fuzzy Logic Classifiers.
AIAI (2)
(2012)
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)
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) (2009)
Sebastián Dormido-Canto
,
Jesús Vega
,
José Sánchez Moreno
,
Gonzalo Farias
Information Retrieval and Classification with Wavelets and Support Vector Machines.
IWINAC (2)
(2005)