Gonzalo Safont

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 32

Top Topics

Gaussian Mixture

Top Venues

Publications

Addisson Salazar, Gonzalo Safont, Luis Vergara, Enrique Vidal
Graph Regularization Methods in Soft Detector Fusion. IEEE Access 11 (2023)
Addisson Salazar, Gonzalo Safont, Luis Vergara
Application of an Oversampling Method for Improving Road Surface Classification. CSCI (2022)
Addisson Salazar, Luis Vergara, Gonzalo Safont
Generative Adversarial Networks and Markov Random Fields for oversampling very small training sets. Expert Syst. Appl. 163 (2021)
Addisson Salazar, Gonzalo Safont, Nancy Vargas, Luis Vergara
A New Detector Based on Alpha Integration Decision Fusion. IWANN (1) (2021)
Addisson Salazar, Nancy Vargas, Gonzalo Safont, Luis Vergara
Late Fusion for Improving Intrusion Detection in a Network Traffic Dataset. CSCI (2021)
Addisson Salazar, Luis Vergara, Gonzalo Safont
Editorial for the Special Issue "New Advances on Sub-Pixel Processing: Unmixing and Mapping Methods". Remote. Sens. 13 (19) (2021)
Addisson Salazar, José Ramón Prieto, Enrique Vidal, Gonzalo Safont, Luis Vergara
Fusion of Visual and Textual Features for Table Header Detection in Handwritten Text Images. CSCI (2021)
Gonzalo Safont, Addisson Salazar, Alberto Rodriguez, Luis Vergara
Comparison of Dimensionality Reduction Methods for Road Surface Identification System. SAI (2) (2020)
Addisson Salazar, Gonzalo Safont, Luis Vergara
A New Application of Ultrasound Signal Processing for Archaeological Ceramic Classification. ICASSP (2020)
Gonzalo Safont, Addisson Salazar, Alberto Rodriguez, Luis Vergara
Multichannel Signal Processing for Road Surface Identification. ICASSP (2020)
Addisson Salazar, Gonzalo Safont, Luis Vergara, Enrique Vidal
Pattern recognition techniques for provenance classification of archaeological ceramics using ultrasounds. Pattern Recognit. Lett. 135 (2020)
Addisson Salazar, Gonzalo Safont, Luis Vergara
Fraud Detection Using Sequential Patterns from Credit Card Operations. SAI (1) (2020)
José Prades, Gonzalo Safont, Addisson Salazar, Luis Vergara
Estimation of the Number of Endmembers in Hyperspectral Images Using Agglomerative Clustering. Remote. Sens. 12 (21) (2020)
Gonzalo Safont, Addisson Salazar, Luis Vergara
Vector score alpha integration for classifier late fusion. Pattern Recognit. Lett. 136 (2020)
Gonzalo Safont, Addisson Salazar, Luis Vergara
Multiclass Alpha Integration of Scores from Multiple Classifiers. Neural Comput. 31 (4) (2019)
Víctor M. García-Molla, Addisson Salazar, Gonzalo Safont, Antonio M. Vidal, Luis Vergara
Parallelization of an Algorithm for Automatic Classification of Medical Data. ICCS (3) (2019)
Gonzalo Safont, Addisson Salazar, Luis Vergara, Enriqueta Gomez, Vicente Villanueva
Multichannel dynamic modeling of non-Gaussian mixtures. Pattern Recognit. 93 (2019)
Jordi Belda, Luis Vergara, Gonzalo Safont, Addisson Salazar
Computing the Partial Correlation of ICA Models for Non-Gaussian Graph Signal Processing. Entropy 21 (1) (2019)
Jordi Belda, Luis Vergara, Gonzalo Safont, Addisson Salazar, Zuzanna Parcheta
A New Surrogating Algorithm by the Complex Graph Fourier Transform (CGFT). Entropy 21 (8) (2019)
Addisson Salazar, Gonzalo Safont, Luis Vergara
A New Graph Based Brain Connectivity Measure. IWANN (2) (2019)
Gonzalo Safont, Addisson Salazar, Luis Vergara, Alberto Rodriguez
Nonlinear estimators from ICA mixture models. Signal Process. 155 (2019)
Gonzalo Safont, Addisson Salazar, Luis Vergara
Combination of Multiple Classification Results Based on K-Class Alpha Integration. IWANN (2) (2019)
Addisson Salazar, Gonzalo Safont, Luis Vergara
Semi-Supervised Learning For Imbalanced Classification Of Credit Card Transaction. IJCNN (2018)
Gonzalo Safont, Addisson Salazar, Luis Vergara, Enriqueta Gomez, Vicente Villanueva
Probabilistic Distance for Mixtures of Independent Component Analyzers. IEEE Trans. Neural Networks Learn. Syst. 29 (4) (2018)
Jordi Belda, Luis Vergara, Addisson Salazar, Gonzalo Safont
Estimating the Laplacian matrix of Gaussian mixtures for signal processing on graphs. Signal Process. 148 (2018)
Gonzalo Safont, Addisson Salazar, Jordi Belda, Luis Vergara
Semi-supervised Learning for Dynamic Modeling of Brain Signals During Visual and Auditory Tests. EUSIPCO (2018)
Gonzalo Safont, Addisson Salazar, Luis Vergara
Unsupervised learning of non-Gaussian mixtures with temporal dependencies. TSP (2017)
Gonzalo Safont, Addisson Salazar, Ahmed Bouziane, Luis Vergara
Synchronized Multi-chain Mixture of Independent Component Analyzers. IWANN (1) (2017)
Luis Vergara, Addisson Salazar, Jordi Belda, Gonzalo Safont, Santiago Moral, Sergio Iglesias
Signal processing on graphs for improving automatic credit card fraud detection. ICCST (2017)
Gonzalo Safont, Addisson Salazar, Alberto Rodriguez, Luis Vergara
Non-linear Least Mean Squares Prediction Based on Non-Gaussian Mixtures. IWANN (1) (2017)
Luis Vergara, Antonio Soriano, Gonzalo Safont, Addisson Salazar
On the fusion of non-independent detectors. Digit. Signal Process. 50 (2016)
Addisson Salazar, Gonzalo Safont, Alberto Rodriguez, Luis Vergara
Combination of multiple detectors for credit card fraud detection. ISSPIT (2016)
Jorge Igual, Addisson Salazar, Gonzalo Safont, Luis Vergara
Semi-Supervised Bayesian Classification of Materials with Impact-Echo Signals. Sensors 15 (5) (2015)
Gonzalo Safont, Addisson Salazar, Alberto Rodriguez, Luis Vergara
On Recovering Missing Ground Penetrating Radar Traces by Statistical Interpolation Methods. Remote. Sens. 6 (8) (2014)
Gonzalo Safont, Addisson Salazar, Luis Vergara, Enriqueta Gomez, Vicente Villanueva
Mixtures of independent component analyzers for microarousal detection. BHI (2014)
Addisson Salazar, Gonzalo Safont, Luis Vergara
Surrogate techniques for testing fraud detection algorithms in credit card operations. ICCST (2014)
Gonzalo Safont, Addisson Salazar, Luis Vergara, Alberto Rodriguez
New Applications of Sequential ICA Mixtures Models Compared with Dynamic Bayesian Networks for EEG Signal Processing. CICSyN (2013)
Addisson Salazar, Gonzalo Safont, Antonio Soriano, Luis Vergara
Automatic credit card fraud detection based on non-linear signal processing. ICCST (2012)
Antonio Soriano, Luis Vergara, Gonzalo Safont, Addisson Salazar
On comparing hard and soft fusion of dependent detectors. MLSP (2012)
Gonzalo Safont, Addisson Salazar, Antonio Soriano, Luis Vergara
Combination of multiple detectors for EEG based biometric identification/authentication. ICCST (2012)
Gonzalo Safont, Addisson Salazar, Luis Vergara
Nonlinear Prediction Based on Independent Component Analysis Mixture Modelling. IWANN (2) (2011)
Gonzalo Safont, Addisson Salazar, Luis Vergara, Raul Llinares, Jorge Igual
Wiener systems for reconstruction of missing seismic traces. IJCNN (2011)
Addisson Salazar, Gonzalo Safont, Luis Vergara
Application of Independent Component Analysis for Evaluation of Ashlar Masonry Walls. IWANN (2) (2011)