Computational Intelligence Methods for Bioinformatics and Biostatistics 8th International Meeting, CIBB 2011, Gargnano del Garda, Italy, June 30 - July 2, 2011, Revised Selected Papers / [electronic resource] :
edited by Elia Biganzoli, Alfredo Vellido, Federico Ambrogi, Roberto Tagliaferri.
- Berlin, Heidelberg : Springer Berlin Heidelberg, 2012.
- 1 online resource (XVI, 270 p. 92 ill.)
- Lecture Notes in Computer Science, 7548 0302-9743 ; .
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.