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Sergio García-Vega
ORCID
Publication Activity (10 Years)
Years Active: 2013-2020
Publications (10 Years): 8
Top Topics
Stock Returns
Multiple Kernel
Adaptive Filtering
Dimensionality Reduction
Top Venues
CIARP
IJCNN
Pattern Recognit. Lett.
CIARP (2)
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Publications
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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 (2020)
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 (2020)
Sergio García-Vega
,
Germán Castellanos-Domínguez
Similarity preservation in dimensionality reduction using a kernel-based cost function.
Pattern Recognit. Lett.
125 (2019)
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)
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 (2019)
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)
Sergio García-Vega
,
Germán Castellanos-Domínguez
,
Michel Verleysen
,
John Aldo Lee
Multi-step-ahead forecasting using kernel adaptive filtering.
IJCNN
(2016)
Sergio García-Vega
,
Andrés Marino Álvarez-Meza
,
Germán Castellanos-Domínguez
Time-Series Prediction Based on Kernel Adaptive Filtering with Cyclostationary Codebooks.
IbPRIA
(2015)
Sergio García-Vega
,
Andrés Marino Álvarez-Meza
,
Germán Castellanos-Domínguez
Estimation of Cyclostationary Codebooks for Kernel Adaptive Filtering.
CIARP
(2014)
Sergio García-Vega
,
Andrés Marino Álvarez-Meza
,
Germán Castellanos-Domínguez
Neural Decoding Using Kernel-Based Functional Representation of ECoG Recordings.
CIARP
(2014)
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)
Diego Hernán Peluffo-Ordóñez
,
Sergio García-Vega
,
César Germán Castellanos-Domínguez
Kernel Spectral Clustering for Motion Tracking: A First Approach.
IWINAC (1)
(2013)
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)
Diego Hernán Peluffo-Ordóñez
,
Sergio García-Vega
,
Andrés Marino Álvarez-Meza
,
César Germán Castellanos-Domínguez
Kernel Spectral Clustering for Dynamic Data.
CIARP (1)
(2013)