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ICDM
2009
IEEE
163views Data Mining» more  ICDM 2009»
16 years 1 months ago
Kernel Conditional Quantile Estimation via Reduction Revisited
Quantile regression refers to the process of estimating the quantiles of a conditional distribution and has many important applications within econometrics and data mining, among ...
Novi Quadrianto, Kristian Kersting, Mark D. Reid, ...
CIE
2009
Springer
16 years 1 months ago
Computable Exchangeable Sequences Have Computable de Finetti Measures
Abstract. We prove a uniformly computable version of de Finetti’s theorem on exchangeable sequences of real random variables. In the process, we develop machinery for computably ...
Cameron E. Freer, Daniel M. Roy
DIS
2009
Springer
16 years 1 months ago
Mining Heterogeneous Information Networks by Exploring the Power of Links
Knowledge is power but for interrelated data, knowledge is often hidden in massive links in heterogeneous information networks. We explore the power of links at mining heterogeneou...
Jiawei Han
ISMM
2009
Springer
16 years 1 months ago
Spatially-Variant Anisotropic Morphological Filters Driven by Gradient Fields
Abstract. This paper deals with the theory and applications of spatially-variant mathematical morphology. We formalize the definition of spatially variant dilation/erosion and ope...
Rafael Verdú Monedero, Jesús Angulo,...
ASWEC
2008
IEEE
16 years 1 months ago
Experiences on the Belief-Theoretic Integration of Para-consistent Conceptual Models
Viewpoint-based conceptual modeling is concerned with the identification of a complete and coherent set of software models that have been developed with the involvement of variou...
Ebrahim Bagheri, Ali A. Ghorbani