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024 7 _a10.1007/978-3-642-14571-1
_2doi
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072 7 _aPSA
_2bicssc
072 7 _aSCI086000
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072 7 _aPSA
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082 0 4 _a570
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245 1 0 _aComputational Intelligence Methods for Bioinformatics and Biostatistics
_h[electronic resource] :
_b6th International Meeting, CIBB 2009, Genoa, Italy, October 15-17, 2009, Revised Selected Papers /
_cedited by Francesco Masulli, Leif Peterson, Roberto Tagliaferri.
250 _a1st ed. 2010.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2010.
300 _aXIII, 320 p. 94 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
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_2rdamedia
338 _aonline resource
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490 1 _aLecture Notes in Bioinformatics,
_x2366-6331 ;
_v6160
505 0 _aTools for Bioinformatics -- The ImmunoGrid Simulator: How to Use It -- Improving Coiled-Coil Prediction with Evolutionary Information -- Intelligent Text Processing Techniques for Textual-Profile Gene Characterization -- SILACAnalyzer - A Tool for Differential Quantitation of Stable Isotope Derived Data -- Gene Expression Analysis -- Non-parametric MANOVA Methods for Detecting Differentially Expressed Genes in Real-Time RT-PCR Experiments -- In Silico Screening for Pathogenesis Related-2 Gene Candidates in Vigna Unguiculata Transcriptome -- Penalized Principal Component Analysis of Microarray Data -- An Information Theoretic Approach to Reverse Engineering of Regulatory Gene Networks from Time-Course Data -- New Perspectives in Bioinformatics -- On the Use of Temporal Formal Logic to Model Gene Regulatory Networks -- Predicting Protein-Protein Interactions with K-Nearest Neighbors Classification Algorithm -- Simulations of the EGFR - KRAS - MAPK Signalling Network in Colon Cancer. Virtual Mutations and Virtual Treatments with Inhibitors Have More Important Effects Than a 10 Times Range of Normal Parameters and Rates Fluctuations -- Special Session on "Using Game-Theoretical Tools in Bioinformatics" -- Basics of Game Theory for Bioinformatics -- Microarray Data Analysis via Weighted Indices and Weighted Majority Games -- Special Session on "Combining Bayesian and Machine Learning Approaches in Bioinformatics: State of Art and Future Perspectives" -- Combining Replicates and Nearby Species Data: A Bayesian Approach -- Multiple Sequence Alignment with Genetic Algorithms -- Special Session on "Data Clustering and Bioinformatics" (DCB 2009) -- Multiple Clustering Solutions Analysis through Least-Squares Consensus Algorithms -- Projection Based Clustering of Gene Expression Data.-Searching a Multivariate Partition Space Using MAX-SAT -- A Novel Approach for Biclustering Gene Expression Data Using Modular Singular Value Decomposition -- Special Session on "Intelligent Systems for Medical Decisions Support" (ISMDS 2009) -- Using Computational Intelligence to Develop Intelligent Clinical Decision Support Systems -- Different Methodologies for Patient Stratification Using Survival Data -- 3-D Mouse Brain Model Reconstruction from a Sequence of 2-D Slices in Application to Allen Brain Atlas -- A Proposed Knowledge Based Approach for Solving Proteomics Issues.
650 0 _aLife sciences.
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650 0 _aComputer science.
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650 0 _aDatabase management.
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650 1 4 _aLife Sciences.
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650 2 4 _aTheory of Computation.
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650 2 4 _aAlgorithms.
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650 2 4 _aAutomated Pattern Recognition.
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650 2 4 _aDatabase Management.
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650 2 4 _aArtificial Intelligence.
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700 1 _aMasulli, Francesco.
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700 1 _aPeterson, Leif.
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700 1 _aTagliaferri, Roberto.
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776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aLecture Notes in Bioinformatics,
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856 4 0 _uhttps://doi.org/10.1007/978-3-642-14571-1
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