The Fourth International Symposium on Intelligent Data Analysis

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

S3 Bagging: 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

An Empirical Comparison of Pruning Methods for Ensemble Classifiers

A Framework for Modelling Short, High-Dimensional Multivariate Time Series: Preliminary Results in Virus Gene Expression Data Analysis

Using Multiattribute Prediction Suffix Graphs for Spanish Part-of-Speech Tagging

Self-Supervised Chinese Word Segmentation

Analyzing Data Clusters: A Rough Sets Approach to Extract Cluster-Defining Symbolic Rules

Finding Polynomials to Fit Multivariate Data Having Numeric and Nominal Variables

Fluent Learning: Elucidating the Structure of Episodes

An Intelligent Decision Support Model for Aviation Weather Forcasting

MAMBO: Discovering Association Rules Based on Conditional Independencies

Model Building for Random Fields

Active Hidden Markov Models for Information Extraction

Adaptive Lightweight Text Filtering

A General Algorithm for Approximate Inference in Multiply Sectioned Bayesian Networks

Investigating Temporal Patterns of Fault Behaviour within Large Telephony Networks

Closed Set Based Discovery of Representative Association Rules

Intelligent Sensor Analysis and Actuator Control

Sampling of Highly Correlated Data for Polynomial Regression and Model Discovery

The IDA'01 Robot Data Challenge

The IDA'01 Robot Data Challenge

Author Index