Intersection and signed-intersection kernels for intervals

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

Producció científica: Capítol de llibreCapítol


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 originalAnglès
Títol de la publicacióArtificial intelligence research and development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence
Estat de la publicacióPublicada - 1 d’oct. 2008


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