000			04845nam a22005895i 4500
001			978-3-642-35686-5
003			DE-He213
005			20140220083331.0
007			cr nn 008mamaa
008			121211s2012 gw | s |||| 0|eng d
020			_a9783642356865 _9978-3-642-35686-5
024	7		_a10.1007/978-3-642-35686-5 _2doi
050		4	_aQA75.5-76.95
072		7	_aUYZG _2bicssc
072		7	_aCOM037000 _2bisacsh
082	0	4	_a004.0151 _223
100	1		_aBiganzoli, Elia. _eeditor.
245	1	0	_aComputational Intelligence Methods for Bioinformatics and Biostatistics _h[electronic resource] : _b8th International Meeting, CIBB 2011, Gargnano del Garda, Italy, June 30 – July 2, 2011, Revised Selected Papers / _cedited by Elia Biganzoli, Alfredo Vellido, Federico Ambrogi, Roberto Tagliaferri.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2012.
300			_aXVI, 270 p. 92 illus. _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 Computer Science, _x0302-9743 ; _v7548
505	0		_aModelling the Effect of Genes on the Dynamics of Probabilistic Spiking Neural Networks for Computational Neurogenetic -- Biostatistics Meets Bioinformatics in Integrating Information from Highdimensional Heterogeneous Genomic Data: Two Examples from Rare Genetic Diseases and Infectious Diseases -- Bayesian Models for the Multi-sample Time-Course Microarray Experiments -- A Machine Learning Pipeline for Discriminant Pathways Identification -- Discovering Hidden Pathways in Bioinformatics -- Reliability of miRNA Microarray Platforms: An Approach Based on Random Effects Linear Models -- A Bioinformatics Procedure to Identify and Annotate Somatic Mutations in Whole-Exome Sequencing Data -- Feature Selection for the Prediction and Visualization of Brain Tumor Types Using Proton Magnetic Resonance Spectroscopy Data -- On the Use of Graphical Models to Study ICU Outcome Prediction in Septic Patients Treated with Statins -- Integration of Biomolecular Interaction Data in a Genomic and Proteomic Data Warehouse to Support Biomedical Knowledge Discovery -- Machine-Learning Methods to Predict Protein Interaction Sites in Folded Proteins -- Complementing Kernel-Based Visualization of Protein Sequences with Their Phylogenetic Tree -- DEEN: A Simple and Fast Algorithm for Network Community Detection -- Self-similarity in Physiological Time Series: New Perspectives from the Temporal Spectrum of Scale Exponents -- Support Vector Machines for Survival Regression -- Boosted C5 Trees i-Biomarkers Panel for Invasive Bladder Cancer Progression Prediction -- A Faster Algorithm for Motif Finding in Sequences from ChIP-Seq Data -- Case/Control Prediction from Illumina Methylation Microarray’s β and Two-Color Channels in the Presence of Batch Effects -- Supporting the Design, Communication and Management of Bioinformatic Protocols through the Leaf Tool -- Genomic Annotation Prediction Based on Integrated Information -- Solving Biclustering with a GRASP-Like Metaheuristic: Two Case-Studies on Gene Expression Analysis.
520			_aThis book constitutes the thoroughly refereed post-proceedings of the 8th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2011, held in Gargnano del Garda, Italy, in June/July 2011. The 19 papers, presented together with 2 keynote speeches, were carefully reviewed and selected from 24 submissions. The papers are organized in topical sections on statistical learning, genomics, computational intelligence for health at the edge, proteomics, intelligent clinical decision support systems (i-CDSS), bioinformatics, and data clustering.
650		0	_aComputer science.
650		0	_aComputer software.
650		0	_aDatabase management.
650		0	_aArtificial intelligence.
650		0	_aOptical pattern recognition.
650		0	_aBioinformatics.
650	1	4	_aComputer Science.
650	2	4	_aComputation by Abstract Devices.
650	2	4	_aAlgorithm Analysis and Problem Complexity.
650	2	4	_aPattern Recognition.
650	2	4	_aDatabase Management.
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aBioinformatics.
700	1		_aVellido, Alfredo. _eeditor.
700	1		_aAmbrogi, Federico. _eeditor.
700	1		_aTagliaferri, Roberto. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642356858
830		0	_aLecture Notes in Computer Science, _x0302-9743 ; _v7548
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-642-35686-5
912			_aZDB-2-SCS
912			_aZDB-2-LNC
999			_c103882 _d103882