Advances in Computational Biology

Editors:

ISBN: 978-1-4419-5912-6 (Print) 978-1-4419-5913-3 (Online)

Table of contents (84 chapters)

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  1. Front Matter

    Pages i-xvii

  2. Bioinformatics Databases, Data Mining, and Pattern Discovery

    1. Front Matter

      Pages 1-1

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      Pages 3-10

      A Classification Method Based on Similarity Measures of Generalized Fuzzy Numbers in Building Expert System for Postoperative Patients

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      Pages 11-18

      Efficient Support Vector Machine Method for Survival Prediction with SEER Data

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      Pages 19-26

      Searching Maximal Degenerate Motifs Guided by a Compact Suffix Tree

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      Pages 27-34

      Exploring Motif Composition of Eukaryotic Promoter Regions

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      Pages 35-42

      Large-Scale Analysis of Phylogenetic Search Behavior

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      Pages 43-56

      Silicosection and Elucidation of the Plant Circadian Clock Using Bayesian Classifiers and New Genemining Algorithm

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      Pages 57-64

      ChemBrowser: A Flexible Framework for Mining Chemical Documents

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      Pages 65-73

      Experimental Study of Modified Voting Algorithm for Planted (l,d)-Motif Problem

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      Pages 75-81

      Prediction of Severe Sepsis Using SVM Model

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      Pages 83-88

      Online Multi-divisive Hierarchical Clustering for On-Body Sensor Data

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      Pages 89-97

      On Quality Assurance and Assessment of Biological Datasets and Related Statistics

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      Pages 99-108

      Pattern Recognition-Informed Feedback for Nanopore Detector Cheminformatics

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      Pages 109-116

      An MLP Neural Network for ECG Noise Removal Based on Kalman Filter

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      Pages 117-123

      Discovery of Structural Motifs Using Protein Structural Alphabets and 1D Motif-Finding Methods

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      Pages 125-135

      Biological Databases at DNA Data Bank of Japan in the Era of Next-Generation Sequencing Technologies

  3. Microarray, Gene Expression Analysis, and Gene Regulatory Networks

    1. Front Matter

      Pages 137-137

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      Pages 139-147

      Comparison of Microarray Preprocessing Methods

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      Pages 149-155

      A Robust Ensemble Classification Method Analysis

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      Pages 157-164

      k-NN for the Classification of Human Cancer Samples Using the Gene Expression Profiles

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      Pages 165-171

      The Application of Regular Expression-Based Pattern Matching to Profiling the Developmental Factors that Contribute to the Development of the Inner Ear

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      Pages 173-180

      Functionally Informative Tag SNP Selection Using a Pareto-Optimal Approach

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