Intersection and signed-intersection kernels for intervals

Núria Agell Jané, Cecilio Angulo Bahón, Francisco Javier Ruiz Vegas

Producción científica: Capítulo del libroCapítulo

Resumen

In this paper two kernels for interval data based on the intersection operation are introduced. Fist, it is demonstrated that the intersection length of two intervals and a signed variant of the intersection are positive definite (PD) and conditionally positive definite (CPD) kernels respectively. The performance of these kernels is evaluated by using one and two-dimensional examples.
Idioma originalInglés
Título de la publicación alojadaArtificial intelligence research and development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence
Páginas262-270
EstadoPublicada - 1 oct 2008

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