Jesús Vega

Orcid: 0000-0002-1622-3984

According to our database1, Jesús Vega authored at least 23 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Machine Learning Approach to Predict Radiation Effects in Microelectronic Components.
Sensors, July, 2024

Deep Learning Models to Reduce Stray Light in TJ-II Thomson Scattering Diagnostic.
Sensors, May, 2024

2021
Nuclear Fusion Pattern Recognition by Ensemble Learning.
Complex., 2021

Pulse Identification Using SVM.
Proceedings of the Artificial Intelligence Research and Development, 2021

2018
Applying Deep Learning for Improving Image Classification in Nuclear Fusion Devices.
IEEE Access, 2018

2017
Deriving Realistic Mathematical Models from Support Vector Machines for Scientific Applications.
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.
Sensors, 2016

Unsupervised event detection and classification of multichannel signals.
Expert Syst. Appl., 2016

Determination of the optimal number of clusters using a spectral clustering optimization.
Expert Syst. Appl., 2016

Review of disruption predictors in nuclear fusion: Classical, from scratch and anomaly detection approaches.
Proceedings of the IECON 2016, 2016

A Metric to Improve the Robustness of Conformal Predictors in the Presence of Error Bars.
Proceedings of the Conformal and Probabilistic Prediction with Applications, 2016

Conformal Prediction of Disruptions from Scratch: Application to an ITER Scenario.
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.
Ann. Math. Artif. Intell., 2015

Preliminary numerical investigations of conformal predictors based on fuzzy logic classifiers.
Ann. Math. Artif. Intell., 2015

Computationally Efficient Five-Class Image Classifier Based on Venn Predictors.
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Confinement Regime Identification Using Artificial Intelligence Methods.
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.
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Applying Forecasting to Fusion Databases.
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

2012
Region selection and image classification methodology using a non-conformity measure.
Prog. Artif. Intell., 2012

Identification of Confinement Regimes in Tokamak Plasmas by Conformal Prediction on a Probabilistic Manifold.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Introduction to Conformal Predictors Based on Fuzzy Logic Classifiers.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

2009
Dynamic Clustering and Modeling Approaches for Fusion Plasma Signals.
IEEE Trans. Instrum. Meas., 2009

2005
Information Retrieval and Classification with Wavelets and Support Vector Machines.
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


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