Advances in intelligent data analysis : 4th international conference, IDA 2001, Cascais, Portugal, September 13-15, 2001 : proceedings

Advances in Intelligent Data Analysis: 4th International Conference, IDA 2001 Cascais, Portugal, September 13–15, 2001 Proceedings
Author: Frank Hoffmann, David J. Hand, Niall Adams, Douglas Fisher, Gabriela Guimaraes
Published by Springer Berlin Heidelberg
ISBN: 978-3-540-42581-6
DOI: 10.1007/3-540-44816-0

Table of Contents:

• Feature Characterization in Scientific Datasets
• Relevance Feedback in the Bayesian Network Retrieval Model: An Approach Based on Term Instantiation
• Generating Fuzzy Summaries From Fuzzy Multidimensional Databases
• A Mixture-of-Experts Framework for Learning from Imbalanced Data Sets
• Predicting Time-Varying Functions with Local Models
• Building Models of Ecological Dynamics Using HMM Based Temporal Data Clustering — A Preliminary Study
• Tagging with Small Training Corpora
• A Search Engine for Morphologically Complex Languages
• Errors Detection and Correction in Large Scale Data Collecting
• A New Framework to Assess Association Rules
• Communities of Interest
• An Evaluation of Grading Classifiers
• Finding Informative Rules in Interval Sequences
• Correlation-Based and Contextual Merit-Based Ensemble Feature Selection
• Nonmetric Multidimensional Scaling with Neural Networks
• Functional Trees for Regression
• Data Mining with Products of Trees
• S3Bagging: Fast Classifier Induction Method with Subsampling and Bagging
• RNA-Sequence-Structure Properties and Selenocysteine Insertion
• An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes

Includes bibliographical references and index