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García-González, Alberto

  1. Nonlinear dimensionality reduction for parametric problems: a kernel Proper Orthogonal Decomposition (kPOD)
    2021/04/26 by Pedro Dı́ez, Díez, Pedro, Alba Muixí +5 · 4 citations
    Decision Sciences · Engineering · Physics and Astronomy · #60H35 #62-08 #Control Systems and Identification #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design #Structural Health Monitoring Techniques
  2. A kernel Principal Component Analysis (kPCA) digest with a new backward mapping (pre-image reconstruction) strategy
    2020/01/07 by Alberto García‐González, Antonio Huerta, García-González, Alberto +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Chemistry · Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Spectroscopy Techniques in Biomedical and Chemical Research #Spectroscopy and Chemometric Analyses