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

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...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Biganzoli, Elia (Editor ), Vellido, Alfredo (Editor ), Ambrogi, Federico (Editor ), Tagliaferri, Roberto (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
Edición:1st ed. 2012.
Colección:Lecture Notes in Bioinformatics, 7548
Temas:
Computer science.
Algorithms.
Pattern recognition systems.
Database management.
Artificial intelligence.
Bioinformatics.
Theory of Computation.
Automated Pattern Recognition.
Database Management.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

Ejemplares similares