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    BMCBI
    2011
    268views Artificial Intelligence» more  BMCBI 2011»
    A novel approach to the clustering of microarray data via nonparametric density estimation
    13 years 1 months ago
    A novel approach to the clustering of microarray data via nonparametric density estimation
    Download  www.biomedcentral.com
    Background: Cluster analysis is a crucial tool in several biological and medical studies dealing with microarray data. Such studies pose challenging statistical problems due to di...
    Riccardo De Bin, Davide Risso
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    JMLR
    2011
    192views more  JMLR 2011»
    Minimum Description Length Penalization for Group and Multi-Task Sparse Learning
    13 years 1 months ago
    Minimum Description Length Penalization for Group and Multi-Task Sparse Learning
    Download  jmlr.csail.mit.edu
    We propose a framework MIC (Multiple Inclusion Criterion) for learning sparse models based on the information theoretic Minimum Description Length (MDL) principle. MIC provides an...
    Paramveer S. Dhillon, Dean P. Foster, Lyle H. Unga...
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    MVA
    2011
    336views Computer Vision» more  MVA 2011»
    In-vehicle camera traffic sign detection and recognition
    13 years 1 months ago
    In-vehicle camera traffic sign detection and recognition
    Download  www.merl.com
    : In this paper we discuss theoretical foundations and a practical realization of a real-time traffic sign detection, tracking and recognition system operating on board of a vehicl...
    Andrzej Ruta, Fatih Porikli, Shintaro Watanabe, Yo...
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    SIAMIS
    2011
    237views Software Engineering» more  SIAMIS 2011»
    Large Scale Bayesian Inference and Experimental Design for Sparse Linear Models
    13 years 1 months ago
    Large Scale Bayesian Inference and Experimental Design for Sparse Linear Models
    Download  lapmal.epfl.ch
    Abstract. Many problems of low-level computer vision and image processing, such as denoising, deconvolution, tomographic reconstruction or superresolution, can be addressed by maxi...
    Matthias W. Seeger, Hannes Nickisch
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    SNAM
    2011
    246views more  SNAM 2011»
    Market basket analysis with networks
    13 years 1 months ago
    Market basket analysis with networks
    Download  www.nd.edu
    The field of market basket analysis, the search for meaningful associations in customer purchase data, is one of the oldest areas of data mining. The typical solution involves th...
    Troy Raeder, Nitesh V. Chawla
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