Invited Talk (Shared with DBPL) -- Patterns and Types for Querying XML Documents -- Constraints and Views -- Checking Functional Dependency Satisfaction in XML -- A Theoretic Framework for Answering XPath Queries Using Views -- Labeling and Path Evaluation -- A Path-Based Labeling Scheme for Efficient Structural Join -- The BIRD Numbering Scheme for XML and Tree Databases – Deciding and Recon…
How to Design a Loose Inter-organizational Workflow? An Illustrative Case Study -- Recovering from Malicious Attacks in Workflow Systems -- Towards Mining Structural Workflow Patterns -- Avoiding Error-Prone Reordering Optimization During Legal Systems Migration -- Automated SuperSQL Query Formulation Based on Statistical Characteristics of Data -- Distribution Rules for Array Database Queries …
Data Warehouse I -- A Tree Comparison Approach to Detect Changes in Data Warehouse Structures -- Extending the UML for Designing Association Rule Mining Models for Data Warehouses -- Event-Feeded Dimension Solution -- XML-OLAP: A Multidimensional Analysis Framework for XML Warehouses -- Data Warehouse II -- Graph-Based Modeling of ETL Activities with Multi-level Transformations and Updates -- E…
MLP Neural Networks for Time-Series Prediction and Classification -- Fuzzy Neural Networks for Bioinformatics -- An Improved RBF Neural Network Classifier -- Attribute Importance Ranking for Data Dimensionality Reduction -- Genetic Algorithms for Class-Dependent Feature Selection -- Rule Extraction from RBF Neural Networks -- A Hybrid Neural Network For Protein Secondary Structure Prediction --…
Overview -- to Data Mining in Bioinformatics -- Survey of Biodata Analysis from a Data Mining Perspective -- Sequence and Structure Alignment -- AntiClustAl: Multiple Sequence Alignment by Antipole Clustering -- RNA Structure Comparison and Alignment -- Biological Data Mining -- Piecewise Constant Modeling of Sequential Data Using Reversible Jump Markov Chain Monte Carlo -- Gene Mapping by Patt…
Keynote Lectures -- Visualization-Based Data Mining Tool and Its Web Application -- Knowledge Management, Habitual Domains, and Innovation Dynamics -- Knowledge-Information Circulation Through the Enterprise: Forward to the Roots of Knowledge Management -- Data Mining Methodology -- A Hybrid Nonlinear Classifier Based on Generalized Choquet Integrals -- Fuzzy Classification Using Self-Organizin…
to Knowledge Discovery in Databases -- to Knowledge Discovery in Databases -- Preprocessing Methods -- Data Cleansing -- Handling Missing Attribute Values -- Geometric Methods for Feature Extraction and Dimensional Reduction -- Dimension Reduction and Feature Selection -- Discretization Methods -- Outlier Detection -- Supervised Methods -- to Supervised Methods -- Decision Trees -- Bayesian Net…
MOTIVATION AND MODELING ISSUES -- Databases: The Integrative Force in Cyberspace -- Federating Location-Based Data Services -- An Agent-Based Approach to Correctness in Databases -- INFRASTRUCTURAL SERVICES -- Thirty Years of Server Technology — From Transaction Processing to Web Services -- Caching over the Entire User-to-Data Path in the Internet -- Reweaving the Tapestry: Integrating Datab…
Keynotes -- Challenges in Biological Data Integration in the Post-genome Sequence Era -- Curated Databases -- User Applications -- A User-Centric Framework for Accessing Biological Sources and Tools -- BioLog: A Browser Based Collaboration and Resource Navigation Assistant for BioMedical Researchers -- Learning Layouts of Biological Datasets Semi-automatically -- Ontologies -- Factors Affecting…
Keynote and Invited Talks -- Research Session 1: XML -- Research Session 2: Performance and Query Evaluation -- Research Session 3: Data Mining (I) -- Research Session 4: Semantic Web and Web Ontology -- Research Session 5: Data Management (I) -- Research Session 6: Information Systems -- Research Session 7: Web Services and Workflow (I) -- Research Session 8: Data Management (II) -- Research S…