Intelligent Data Engineering and Automated Learning – IDEAL 2004

5th International Conference, Exeter, UK. August 25-27, 2004. Proceedings

Editors:

ISBN: 978-3-540-22881-3 (Print) 978-3-540-28651-6 (Online)

Table of contents (125 chapters)

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  1. Front Matter

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  2. Bioinformatics

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      Pages 1-10

      Modelling and Clustering of Gene Expressions Using RBFs and a Shape Similarity Metric

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      Pages 11-16

      A Novel Hybrid GA/SVM System for Protein Sequences Classification

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      Pages 17-24

      Building Genetic Networks for Gene Expression Patterns

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      Pages 25-30

      SVM-Based Classification of Distant Proteins Using Hierarchical Motifs

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      Pages 31-38

      Knowledge Discovery in Lymphoma Cancer from Gene–Expression

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      Pages 39-45

      A Method of Filtering Protein Surface Motifs Based on Similarity Among Local Surfaces

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      Pages 46-51

      Qualified Predictions for Proteomics Pattern Diagnostics with Confidence Machines

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      Pages 52-57

      An Assessment of Feature Relevance in Predicting Protein Function from Sequence

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      Pages 58-64

      A New Artificial Immune System Algorithm for Clustering

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      Pages 65-70

      The Categorisation of Similar Non-rigid Biological Objects by Clustering Local Appearance Patches

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      Pages 71-77

      Unsupervised Dense Regions Discovery in DNA Microarray Data

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      Pages 78-84

      Visualisation of Distributions and Clusters Using ViSOMs on Gene Expression Data

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      Pages 85-91

      Prediction of Implicit Protein-Protein Interaction by Optimal Associative Feature Mining

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      Pages 92-98

      Exploring Dependencies Between Yeast Stress Genes and Their Regulators

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      Pages 99-107

      Poly-transformation

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      Pages 108-116

      Prediction of Natively Disordered Regions in Proteins Using a Bio-basis Function Neural Network

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      Pages 117-124

      The Effect of Image Compression on Classification and Storage Requirements in a High-Throughput Crystallization System

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      Pages 125-131

      PromSearch: A Hybrid Approach to Human Core-Promoter Prediction

  3. Data Mining and Knowledge Engineering

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      Pages 132-141

      Synergy of Logistic Regression and Support Vector Machine in Multiple-Class Classification

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      Pages 142-147

      Deterministic Propagation of Blood Pressure Waveform from Human Wrists to Fingertips

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