LEADER 06987nam 22008415 450 001 9910484066403321 005 20251226203902.0 010 $a3-642-14571-X 024 7 $a10.1007/978-3-642-14571-1 035 $a(CKB)2670000000036340 035 $a(SSID)ssj0000446358 035 $a(PQKBManifestationID)11315792 035 $a(PQKBTitleCode)TC0000446358 035 $a(PQKBWorkID)10496062 035 $a(PQKB)10808375 035 $a(DE-He213)978-3-642-14571-1 035 $a(MiAaPQ)EBC3065580 035 $a(PPN)149018487 035 $a(BIP)31682437 035 $a(EXLCZ)992670000000036340 100 $a20100729d2010 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aComputational Intelligence Methods for Bioinformatics and Biostatistics $e6th International Meeting, CIBB 2009, Genoa, Italy, October 15-17, 2009, Revised Selected Papers /$fedited by Francesco Masulli, Leif Peterson, Roberto Tagliaferri 205 $a1st ed. 2010. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2010. 215 $a1 online resource (XIII, 320 p. 94 illus.) 225 1 $aLecture Notes in Bioinformatics,$x2366-6331 ;$v6160 300 $aBibliographic Level Mode of Issuance: Monograph 311 08$a3-642-14570-1 320 $aIncludes bibliographical references and index. 327 $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. 330 $ath Thisvolumecontainsaselectionofthebestcontributionsdeliveredatthe6 - ternational Meeting on Computational Intelligence Methods for Bioinformatics andBiostatistics(CIBB2009)heldatOratorioSanFilippoNeriinGenoa(Italy) during October 15-17, 2009. TheCIBBmeetingseriesisorganizedbytheSpecialInterestGrouponBio- formatics of the International Neural Network Society (INNS) to provide a - rum open to researchers from di'erent disciplines to present and discuss pr- lems concerning computational techniques in bioinformatics, systems biology and medical informatics with a particular focus on neural networks, machine learning, fuzzy logic, and evolutionary computational methods. From 2004 to 2007,CIBB meetings wereheld with an increasing number of participants in the formatof a specialsessionofbigger conferences,namely, WIRN 2004in Perugia, WILF 2005 in Crema, FLINS 2006 in Genoa and WILF 2007 in Camogli. With the great success of the special session at WILF 2007 that included 26 strongly ratedpapers,welaunchedthe'rstautonomousCIBBconferenceeditionstarting with the 2008 conference in Vietri. CIBB2009attracted57papersubmissionsfromallovertheworld. Arigorous peer-reviewselectionprocesswasappliedtoultimatelyselectthepapersincluded in the program of the conference. This volume collects the best contributions presentedattheconference. Moreover,thevolumealsoincludes onepresentation from keynote speakers and two tutorial presentations. The success of CIBB 2009 is to be credited to the contribution of many people. Firstly, we would like to thank the organizers of the special sessions for attracting so many good papers which extended the focus of the main topics of CIBB. Second, special thanks are due to the Program Committee members and reviewers for providing high-quality reviews. 410 0$aLecture Notes in Bioinformatics,$x2366-6331 ;$v6160 606 $aLife sciences 606 $aComputer science 606 $aAlgorithms 606 $aPattern recognition systems 606 $aDatabase management 606 $aArtificial intelligence 606 $aLife Sciences 606 $aTheory of Computation 606 $aAlgorithms 606 $aAutomated Pattern Recognition 606 $aDatabase Management 606 $aArtificial Intelligence 615 0$aLife sciences. 615 0$aComputer science. 615 0$aAlgorithms. 615 0$aPattern recognition systems. 615 0$aDatabase management. 615 0$aArtificial intelligence. 615 14$aLife Sciences. 615 24$aTheory of Computation. 615 24$aAlgorithms. 615 24$aAutomated Pattern Recognition. 615 24$aDatabase Management. 615 24$aArtificial Intelligence. 676 $a570 701 $aMasulli$b F$g(Francesco)$0275248 701 $aPeterson$b Leif E$01753918 701 $aTagliaferri$b Roberto$053959 712 12$aCIBB (Meeting) 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910484066403321 996 $aComputational intelligence methods for bioinformatics and biostatistics$94189982 997 $aUNINA