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    BMCBI
    2010
    122views more  BMCBI 2010»
    Ovarian cancer classification based on dimensionality reduction for SELDI-TOF data
    13 years 7 months ago
    Ovarian cancer classification based on dimensionality reduction for SELDI-TOF data
    Download  www.biomedcentral.com
    Background: Recent advances in proteomics technologies such as SELDI-TOF mass spectrometry has shown promise in the detection of early stage cancers. However, dimensionality reduc...
    Kai-Lin Tang, Tong-Hua Li, Wen-Wei Xiong, Kai Chen
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    IVC
    2007
    164views more  IVC 2007»
    Locality preserving CCA with applications to data visualization and pose estimation
    13 years 7 months ago
    Locality preserving CCA with applications to data visualization and pose estimation
    Download  parnec.nuaa.edu.cn
    - Canonical correlation analysis (CCA) is a major linear subspace approach to dimensionality reduction and has been applied to image processing, pose estimation and other fields. H...
    Tingkai Sun, Songcan Chen
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    ARTMED
    2007
    347views more  ARTMED 2007»
    A combined MRI and MRSI based multiclass system for brain tumour recognition using LS-SVMs with class probabilities and feature
    13 years 7 months ago
    A combined MRI and MRSI based multiclass system for brain tumour recognition using LS-SVMs with class probabilities and feature
    Download  ftp.esat.kuleuven.ac.be
    Objective: This study investigates the use of automated pattern recognition methods on magnetic resonance data with the ultimate goal to assist clinicians in the diagnosis of brai...
    Jan Luts, Arend Heerschap, Johan A. K. Suykens, Sa...
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    ISMDA
    2005
    Springer
    129views Medical Imaging» more  ISMDA 2005»
    Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data
    14 years 1 months ago
    Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data
    Download  personal.gscit.monash.edu.au
    The large number of genes in microarray data makes feature selection techniques more crucial than ever. From various ranking-based filter procedures to classifier-based wrapper tec...
    Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng
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    KDD
    2004
    ACM
    302views Data Mining» more  KDD 2004»
    Redundancy based feature selection for microarray data
    14 years 8 months ago
    Redundancy based feature selection for microarray data
    Download  www.public.asu.edu
    In gene expression microarray data analysis, selecting a small number of discriminative genes from thousands of genes is an important problem for accurate classification of diseas...
    Lei Yu, Huan Liu
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