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    JMLR
    2008
    131views more  JMLR 2008»
    On Relevant Dimensions in Kernel Feature Spaces
    14 years 11 months ago
    On Relevant Dimensions in Kernel Feature Spaces
    Download  eprints.pascal-network.org
    We show that the relevant information of a supervised learning problem is contained up to negligible error in a finite number of leading kernel PCA components if the kernel matche...
    Mikio L. Braun, Joachim M. Buhmann, Klaus-Robert M...
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    JMM2
    2008
    127views more  JMM2 2008»
    Texture Segmentation Methods Based on Combinatorial of Morphological and Statistical Operations
    14 years 11 months ago
    Texture Segmentation Methods Based on Combinatorial of Morphological and Statistical Operations
    Download  www.academypublisher.com
    In this paper we introduce a novel and simple image segmentation schemes that are based on combinations of morphological and statistical operations. Mathematical morphology is very...
    Vakulabharanam Vijaya Kumar, B. Eswara Reddy, A. N...
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    ML
    2006
    ACM
    163views Machine Learning» more  ML 2006»
    Extremely randomized trees
    14 years 11 months ago
    Extremely randomized trees
    Download  www.montefiore.ulg.ac.be
    Abstract This paper proposes a new tree-based ensemble method for supervised classification and regression problems. It essentially consists of randomizing strongly both attribute ...
    Pierre Geurts, Damien Ernst, Louis Wehenkel
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    SIAMIS
    2008
    116views more  SIAMIS 2008»
    Quantitative Object Reconstruction Using Abel Transform X-Ray Tomography and Mixed Variable Optimization
    14 years 11 months ago
    Quantitative Object Reconstruction Using Abel Transform X-Ray Tomography and Mixed Variable Optimization
    Download  www.caam.rice.edu
    This paper introduces a new approach to the problem of quantitative reconstruction of an object from few radiographic views. A mixed variable programming problem is formulated in ...
    Mark A. Abramson, Thomas J. Asaki, J. E. Dennis, K...
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    IJCV
    2007
    145views more  IJCV 2007»
    Building Outline Extraction from Digital Elevation Models Using Marked Point Processes
    14 years 11 months ago
    Building Outline Extraction from Digital Elevation Models Using Marked Point Processes
    Download  www-sop.inria.fr
    — This work presents an automatic algorithm for extracting vectorial land registers from altimetric data in dense urban areas. We focus on elementary shape extraction and propose...
    Mathias Ortner, Xavier Descombes, Josiane Zerubia
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