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    VISAPP
    2008
    210views Computer Vision» more  VISAPP 2008»
    Continuous Learning of Simple Visual Concepts Using Incremental Kernel Density Estimation
    13 years 11 months ago
    Continuous Learning of Simple Visual Concepts Using Incremental Kernel Density Estimation
    Download  vicos.fri.uni-lj.si
    In this paper we propose a method for continuous learning of simple visual concepts. The method continuously associates words describing observed scenes with automatically extracte...
    Danijel Skocaj, Matej Kristan, Ales Leonardis
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    AAAI
    2006
    113views Intelligent Agents» more  AAAI 2006»
    Kernel Methods for Word Sense Disambiguation and Acronym Expansion
    13 years 11 months ago
    Kernel Methods for Word Sense Disambiguation and Acronym Expansion
    Download  www.cs.cmu.edu
    The scarcity of manually labeled data for supervised machine learning methods presents a significant limitation on their ability to acquire knowledge. The use of kernels in Suppor...
    Mahesh Joshi, Ted Pedersen, Richard Maclin, Sergue...
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    NIPS
    2004
    145views Information Technology» more  NIPS 2004»
    Learning Gaussian Process Kernels via Hierarchical Bayes
    13 years 11 months ago
    Learning Gaussian Process Kernels via Hierarchical Bayes
    Download  books.nips.cc
    We present a novel method for learning with Gaussian process regression in a hierarchical Bayesian framework. In a first step, kernel matrices on a fixed set of input points are l...
    Anton Schwaighofer, Volker Tresp, Kai Yu
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    BMCBI
    2007
    153views more  BMCBI 2007»
    A new pairwise kernel for biological network inference with support vector machines
    13 years 10 months ago
    A new pairwise kernel for biological network inference with support vector machines
    Download  www.biomedcentral.com
    Background: Much recent work in bioinformatics has focused on the inference of various types of biological networks, representing gene regulation, metabolic processes, protein-pro...
    Jean-Philippe Vert, Jian Qiu, William Stafford Nob...
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    EOR
    2007
    165views more  EOR 2007»
    Adaptive credit scoring with kernel learning methods
    13 years 10 months ago
    Adaptive credit scoring with kernel learning methods
    Download  www.crc.man.ed.ac.uk
    Credit scoring is a method of modelling potential risk of credit applications. Traditionally, logistic regression, linear regression and discriminant analysis are the most popular...
    Yingxu Yang
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