Computational Intelligence Methods for Bioinformatics and Biostatistics 8th International Meeting, CIBB 2011, Gargnano del Garda, Italy, June 30 – July 2, 2011, Revised Selected Papers /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Biganzoli, Elia (Επιμελητής έκδοσης), Vellido, Alfredo (Επιμελητής έκδοσης), Ambrogi, Federico (Επιμελητής έκδοσης), Tagliaferri, Roberto (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Σειρά: Lecture Notes in Computer Science, 7548
• Θέματα: Computer science.; Computers.; Algorithms.; Database management.; Artificial intelligence.; Pattern recognition.; Bioinformatics.; Computer Science.; Computation by Abstract Devices.; Algorithm Analysis and Problem Complexity.; Pattern Recognition.; Database Management.; Artificial Intelligence (incl. Robotics).

This 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...

Πίνακας περιεχομένων:

• Modelling 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.