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ORCIDSergio García-Vega
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2020 – today
- 2020
[j4]Sergio García-Vega
, Xiao-Jun Zeng, John A. Keane:
Stock returns prediction using kernel adaptive filtering within a stock market interdependence approach. Expert Syst. Appl. 160: 113668 (2020)- [j3]Sergio García-Vega, E. A. León-Gómez, Germán Castellanos-Domínguez:
A time-series prediction framework using sequential learning algorithms and dimensionality reduction within a sparsification approach. Pattern Recognit. Lett. 129: 287-292 (2020)
2010 – 2019
- 2019
- [j2]Sergio García-Vega, Xiao-Jun Zeng, John A. Keane:
Learning from data streams using kernel least-mean-square with multiple kernel-sizes and adaptive step-size. Neurocomputing 339: 105-115 (2019) - [j1]Sergio García-Vega, Germán Castellanos-Domínguez:
Similarity preservation in dimensionality reduction using a kernel-based cost function. Pattern Recognit. Lett. 125: 318-324 (2019) - [c10]Sergio García-Vega, E. A. León-Gómez, Germán Castellanos-Domínguez:
Time Series Prediction for Kernel-based Adaptive Filters Using Variable Bandwidth, Adaptive Learning-rate, and Dimensionality Reduction. ICASSP 2019: 3892-3896 - 2018
- [c9]Pablo Andrés Muñoz-Gutiérrez, Juan David Martínez-Vargas, Sergio García-Vega, Eduardo Giraldo, Germán Castellanos-Domínguez:
EEG Based Brain Mapping by Using Frequency-Spatio-Temporal Constraints. BI 2018: 13-21 - 2016
- [c8]Sergio García-Vega, Germán Castellanos-Domínguez, Michel Verleysen, John Aldo Lee:
Multi-step-ahead forecasting using kernel adaptive filtering. IJCNN 2016: 2132-2139 - 2015
- [c7]Sergio García-Vega, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Time-Series Prediction Based on Kernel Adaptive Filtering with Cyclostationary Codebooks. IbPRIA 2015: 354-361 - 2014
- [c6]Sergio García-Vega, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Neural Decoding Using Kernel-Based Functional Representation of ECoG Recordings. CIARP 2014: 247-254 - [c5]Sergio García-Vega, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Estimation of Cyclostationary Codebooks for Kernel Adaptive Filtering. CIARP 2014: 351-358 - 2013
- [c4]Diego Hernán Peluffo-Ordóñez, Sergio García-Vega, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez:
Kernel Spectral Clustering for Dynamic Data. CIARP (1) 2013: 238-245 - [c3]Sergio García-Vega, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez:
MoCap Data Segmentation and Classification Using Kernel Based Multi-channel Analysis. CIARP (2) 2013: 495-502 - [c2]Diego Hernán Peluffo-Ordóñez, Sergio García-Vega, Rocco Langone, Johan A. K. Suykens, Germán Castellanos-Domínguez:
Kernel spectral clustering for dynamic data using multiple kernel learning. IJCNN 2013: 1-6 - [c1]Diego Hernán Peluffo-Ordóñez, Sergio García-Vega, César Germán Castellanos-Domínguez:
Kernel Spectral Clustering for Motion Tracking: A First Approach. IWINAC (1) 2013: 264-273
Coauthor Index
aka: César Germán Castellanos-Domínguez
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