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    JPDC
    2008
    217views more  JPDC 2008»
    Parallel techniques for information extraction from hyperspectral imagery using heterogeneous networks of workstations
    13 years 7 months ago
    Parallel techniques for information extraction from hyperspectral imagery using heterogeneous networks of workstations
    Download  www.umbc.edu
    Recent advances in space and computer technologies are revolutionizing the way remotely sensed data is collected, managed and interpreted. In particular, NASA is continuously gath...
    Antonio J. Plaza
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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 1 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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    ICDM
    2008
    IEEE
    146views Data Mining» more  ICDM 2008»
    Isolation Forest
    14 years 2 months ago
    Isolation Forest
    Download  cs.nju.edu.cn
    Most existing model-based approaches to anomaly detection construct a profile of normal instances, then identify instances that do not conform to the normal profile as anomalies...
    Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou
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    ICASSP
    2008
    IEEE
    155views Signal Processing» more  ICASSP 2008»
    Mutual features for robust identification and verification
    14 years 2 months ago
    Mutual features for robust identification and verification
    Download  eprints.ecs.soton.ac.uk
    Noisy or distorted video/audio training sets represent constant challenges in automated identification and verification tasks. We propose the method of Mutual Interdependence An...
    Heiko Claussen, Justinian Rosca, Robert I. Damper
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    CSDA
    2006
    85views more  CSDA 2006»
    Two-way Poisson mixture models for simultaneous document classification and word clustering
    13 years 7 months ago
    Two-way Poisson mixture models for simultaneous document classification and word clustering
    Download  www.stat.psu.edu
    An approach to simultaneous document classification and word clustering is developed using a two-way mixture model of Poisson distributions. Each document is represented by a vect...
    Jia Li, Hongyuan Zha
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