Intersection and signed-intersection kernels for intervals: Artificial intelligence research and development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence

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

Producció científica: Capítol de llibreCapítol

Resum

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
Pàgines262-270
Estat de la publicacióPublicada - 1 d’oct. 2008

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