Documentos de Mun̈oz-Marí J. | REDI

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Filtros aplicados

Área temáticas: "Ciencias de la computación"

Subtipo de publicación

Publisher

IEEE Transactions on Neural Networks(1)

IEEE Transactions on Neural Networks and Learning Systems(1)

Neurocomputing(1)

Área de conocimiento

Aprendizaje automático(2)

Optimización matemática(2)

Objetivos de Desarrollo Sostenible

ODS 4: Educación de calidad(3)

ODS 9: Industria, innovación e infraestructura(3)

ODS 17: Alianzas para lograr los objetivos(2)

ODS 3: Salud y bienestar(1)

Año de Publicación

Origen

Palabras Claves

Gamma filter(1)

Non-linear system identification(1)

Support Vector Machine(1)

Explicit recursive and adaptive filtering in reproducing kernel hilbert spaces

Abstract: This brief presents a methodology to develop recursive filters in reproducing kernel Hilbert spaces.

Palabras claves:

Adaptive, autoregressive and moving-average, filter, kernel methods, recursive

Camps-Valls G., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Mun̈oz-Marí J., Tuia D.

Learning non-linear time-scales with kernel γ-filters

Abstract: A family of kernel methods, based on the γ-filter structure, is presented for non-linear system iden

Palabras claves:

Gamma filter, Kernel, Non-linear system identification, Support Vector Machine

Camps-Valls G., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Mun̈oz-Marí J., Requena-Carrión J.

Support vector machines for nonlinear Kernel ARMA system identification

Abstract: Nonlinear system identification based on support vector machines (SVM) has been usually addressed by

Palabras claves:

Camps-Valls G., Figueiras-Vidal A.R., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Mun̈oz-Marí J., Navia-Vázquez A., Soria-Olivas E.