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    ICONIP
    2008
    157views Information Technology» more  ICONIP 2008»
    The Diversity of Regression Ensembles Combining Bagging and Random Subspace Method
    14 years 11 months ago
    The Diversity of Regression Ensembles Combining Bagging and Random Subspace Method
    Download  ani.www.techfak.uni-bielefeld.de
    Abstract. The concept of Ensemble Learning has been shown to increase predictive power over single base learners. Given the bias-variancecovariance decomposition, diversity is char...
    Alexandra Scherbart, Tim W. Nattkemper
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    NIPS
    2008
    179views Information Technology» more  NIPS 2008»
    Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks
    14 years 11 months ago
    Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks
    Download  www.idsia.ch
    Offline handwriting recognition--the transcription of images of handwritten text--is an interesting task, in that it combines computer vision with sequence learning. In most syste...
    Alex Graves, Jürgen Schmidhuber
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    MVA
    2007
    154views Computer Vision» more  MVA 2007»
    Fisher Non-negative Matrix Factorization with Pairwise Weighting
    14 years 11 months ago
    Fisher Non-negative Matrix Factorization with Pairwise Weighting
    Download  www.cvlab.cs.tsukuba.ac.jp
    Non-negative matrix factorization (NMF) is a powerful feature extraction method for finding parts-based, linear representations of non-negative data . Inherently, it is unsupervis...
    Xi Li, Kazuhiro Fukui
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    NIPS
    2007
    122views Information Technology» more  NIPS 2007»
    Second Order Bilinear Discriminant Analysis for single trial EEG analysis
    14 years 11 months ago
    Second Order Bilinear Discriminant Analysis for single trial EEG analysis
    Download  books.nips.cc
    Traditional analysis methods for single-trial classification of electroencephalography (EEG) focus on two types of paradigms: phase locked methods, in which the amplitude of the ...
    Christoforos Christoforou, Paul Sajda, Lucas C. Pa...
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    CARS
    2004
    120views Medical Imaging» more  CARS 2004»
    Learning-based pulmonary nodule detection from multislice CT data
    14 years 11 months ago
    Learning-based pulmonary nodule detection from multislice CT data
    Download  www.msu.edu
    An automatic computer-aided detection system is developed for detecting pulmonary nodules from high resolution CT data. The system is based on the concept of machine learning. A ro...
    Xiaoguang Lu, Guo-Qing Wei, Jian Zhong Qian, Anil ...
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