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020 _a9783319244624
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024 7 _a10.1007/978-3-319-24462-4
_2doi
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082 0 4 _a570.285
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245 1 0 _aComputational Intelligence Methods for Bioinformatics and Biostatistics
_h[electronic resource] :
_b11th International Meeting, CIBB 2014, Cambridge, UK, June 26-28, 2014, Revised Selected Papers /
_cedited by Clelia DI Serio, Pietro Liò, Alessandro Nonis, Roberto Tagliaferri.
250 _a1st ed. 2015.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXIII, 314 p. 90 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Bioinformatics,
_x2366-6331 ;
_v8623
505 0 _aGO-WAR: A Tool for Mining Weighted Association Rules from Gene Ontology Annotations -- Extended Spearman and Kendall Coefficients for Gene Annotation List Correlation -- Statistical analysis of protein structural features: relationships and PCA grouping -- Consensus Clustering in Gene Expression -- Automated Detection of Fluorescent Probes in Molecular Imaging -- Applications of network-based survival analysis methods for pathways detection in cancer -- A New Feature Selection methodology for K-mers representation of DNA sequences -- The General Regression Neural Network to Classify Barcode and mini-barcode DNA -- Computational pipeline to annotate transcripts and assembled reads from RNA-Seq data -- Application of a New Ridge Estimator of the Inverse Covariance Matrix to the Reconstruction of Gene-Gene Interaction Networks.
520 _aThis book constitutes the thoroughly refereed post-conference proceedings of the 11th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2014, held in Cambridge, UK, in June 2014. The 25 revised full papers presented were carefully reviewed and selected from 44 submissions. The papers focus problems concerning computational techniques in bioinformatics, systems biology, medical informatics and biostatistics.
650 0 _aBioinformatics.
650 0 _aPattern recognition systems.
650 0 _aData mining.
650 0 _aComputer science.
650 0 _aComputer vision.
650 0 _aAlgorithms.
650 1 4 _aComputational and Systems Biology.
650 2 4 _aAutomated Pattern Recognition.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aTheory of Computation.
650 2 4 _aComputer Vision.
650 2 4 _aAlgorithms.
700 1 _aDI Serio, Clelia.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aLiò, Pietro.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aNonis, Alessandro.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aTagliaferri, Roberto.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319244617
776 0 8 _iPrinted edition:
_z9783319244631
830 0 _aLecture Notes in Bioinformatics,
_x2366-6331 ;
_v8623
856 4 0 _uhttps://doi.org/10.1007/978-3-319-24462-4
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