Pattern Recognition in Bioinformatics [E-Book] : 7th IAPR International Conference, PRIB 2012, Tokyo, Japan, November 8-10, 2012. Proceedings / edited by Tetsuo Shibuya, Hisashi Kashima, Jun Sese, Shandar Ahmad.
Ahmad, Shandar.
Kashima, Hisashi. / Sese, Jun. / Shibuya, Tetsuo.
Berlin, Heidelberg : Springer Berlin Heidelberg : 2012
Imprint: Springer,
XII, 278 p. 74 illus. digital.
Lecture notes in computer science ; 7632
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Table of Contents:
  • Robust Community Detection Methods with Resolution Parameter for Complex Detection in Protein Protein Interaction Networks
  • Machine Learning Scoring Functions Based on Random Forest and Support Vector Regression
  • A Genetic Algorithm for Scale-Based Translocon Simulation
  • A Framework of Gene Subset Selection Using Multiobjective Evolutionary Algorithm
  • Multiple Tree Alignment with Weights Applied to Carbohydrates to Extract Binding Recognition Patterns
  • A Unified Adaptive Co-identification Framework for High-D Expression Data
  • Protein Clustering on a Grassmann Manifold
  • Improving the Portability and Performance of jViz.RNA – A Dynamic RNA Visualization Software
  • A Novel Machine Learning Approach for Detecting the Brain Abnormalities from MRI Structural Images
  • An Open Framework for Extensible Multi-stage Bioinformatics Software
  • An Algorithm to Assemble Gene-Protein Reaction Associations for Genome-Scale Metabolic Model Reconstruction
  • A Machine Learning and Chemometrics Assisted Interpretation of Spectroscopic Data – A NMR-Based Metabolomics Platform for the Assessment of Brazilian
  • Principal Component Analysis for Bacterial Proteomic Analysis
  • Application of the Multi-modal Relevance Vector Machine to the Problem of Protein Secondary Structure Prediction
  • Cascading Discriminant and Generative Models for Protein Secondary Structure Prediction
  • Improvement of the Protein–Protein Docking Prediction by Introducing a Simple Hydrophobic Interaction Model: An Application to Interaction Pathway Analysis
  • Representation of Protein Secondary Structure Using Bond-Orientational Order Parameters
  • Diagnose the Premalignant Pancreatic Cancer Using High Dimensional Linear Machine
  • Predicting V(D)J Recombination Using Conditional Random Fields
  • A Simple Genetic Algorithm for Biomarker Mining
  • Finding Conserved Regions in Protein Structures Using Support Vector Machines and Structure Alignment
  • Aligning Discovered Patterns from Protein Family Sequences
  • Application of the Burrows-Wheeler Transform for Searching for Approximate Tandem Repeats
  • Pattern Recognition for Subfamily Level Classification of GPCRs Using Motif Distillation and Distinguishing Power Evaluation.