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.- S 3Bagging: 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: Elucidatingthe 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.- 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.
Inhaltsverzeichnis
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. - S 3Bagging: 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: Elucidatingthe 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. - 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.
