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    IADIS
    2008
    139views Internet Technology» more  IADIS 2008»
    Sisa: Seeded Iterative Signature Algorithm for Biclustering Gene Expression Data
    13 years 9 months ago
    Sisa: Seeded Iterative Signature Algorithm for Biclustering Gene Expression Data
    Download  www.iadis.net
    One approach to reduce the complexity of the task in the analysis of large scale genome-wide expression is to group the genes showing similar expression patterns into what are cal...
    Neelima Gupta, Seema Aggarwal
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    BMCBI
    2010
    118views more  BMCBI 2010»
    From learning taxonomies to phylogenetic learning: Integration of 16S rRNA gene data into FAME-based bacterial classification
    13 years 8 months ago
    From learning taxonomies to phylogenetic learning: Integration of 16S rRNA gene data into FAME-based bacterial classification
    Download  www.biomedcentral.com
    Background: Machine learning techniques have shown to improve bacterial species classification based on fatty acid methyl ester (FAME) data. Nonetheless, FAME analysis has a limit...
    Bram Slabbinck, Willem Waegeman, Peter Dawyndt, Pa...
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    BMCBI
    2008
    219views more  BMCBI 2008»
    Classification of premalignant pancreatic cancer mass-spectrometry data using decision tree ensembles
    13 years 8 months ago
    Classification of premalignant pancreatic cancer mass-spectrometry data using decision tree ensembles
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    Background: Pancreatic cancer is the fourth leading cause of cancer death in the United States. Consequently, identification of clinically relevant biomarkers for the early detect...
    Guangtao Ge, G. William Wong
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    BMCBI
    2007
    134views more  BMCBI 2007»
    Nearest Neighbor Networks: clustering expression data based on gene neighborhoods
    13 years 8 months ago
    Nearest Neighbor Networks: clustering expression data based on gene neighborhoods
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    Background: The availability of microarrays measuring thousands of genes simultaneously across hundreds of biological conditions represents an opportunity to understand both indiv...
    Curtis Huttenhower, Avi I. Flamholz, Jessica N. La...
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    PVLDB
    2010
    107views more  PVLDB 2010»
    On Multi-Column Foreign Key Discovery
    13 years 6 months ago
    On Multi-Column Foreign Key Discovery
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    A foreign/primary key relationship between relational tables is one of the most important constraints in a database. From a data analysis perspective, discovering foreign keys is ...
    Meihui Zhang, Marios Hadjieleftheriou, Beng Chin O...
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