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    » Model reduction of periodic systems: a lifting approach
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    SAC
    2006
    ACM
    151views Applied Computing» more  SAC 2006»
    The impact of sample reduction on PCA-based feature extraction for supervised learning
    14 years 2 months ago
    The impact of sample reduction on PCA-based feature extraction for supervised learning
    Download  www.win.tue.nl
    “The curse of dimensionality” is pertinent to many learning algorithms, and it denotes the drastic raise of computational complexity and classification error in high dimension...
    Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
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    IFIP12
    2009
    151views Information Technology» more  IFIP12 2009»
    User Recommendations based on Tensor Dimensionality Reduction
    13 years 6 months ago
    User Recommendations based on Tensor Dimensionality Reduction
    Download  delab.csd.auth.gr
    Social Tagging is the process by which many users add metadata in the form of keywords, to annotate and categorize items (songs, pictures, web links, products etc.). Social tagging...
    Panagiotis Symeonidis
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    ISMIR
    2005
    Springer
    175views Music» more  ISMIR 2005»
    A Classification Approach to Melody Transcription
    14 years 1 months ago
    A Classification Approach to Melody Transcription
    Download  www.ee.columbia.edu
    Melodies provide an important conceptual summarization of polyphonic audio. The extraction of melodic content has practical applications ranging from content-based audio retrieval...
    Graham E. Poliner, Daniel P. W. Ellis
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    CIMAGING
    2009
    184views Hardware» more  CIMAGING 2009»
    Fast space-varying convolution and its application in stray light reduction
    13 years 9 months ago
    Fast space-varying convolution and its application in stray light reduction
    Download  engineering.purdue.edu
    Space-varying convolution often arises in the modeling or restoration of images captured by optical imaging systems. For example, in applications such as microscopy or photography...
    Jianing Wei, Guangzhi Cao, Charles A. Bouman, Jan ...
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    RSS
    2007
    135views Robotics» more  RSS 2007»
    Learning omnidirectional path following using dimensionality reduction
    13 years 9 months ago
    Learning omnidirectional path following using dimensionality reduction
    Download  www.roboticsproceedings.org
    Abstract— We consider the task of omnidirectional path following for a quadruped robot: moving a four-legged robot along any arbitrary path while turning in any arbitrary manner....
    J. Zico Kolter, Andrew Y. Ng
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