Conformal prediction -- Classification with conformal predictors -- Modifications of conformal predictors -- Probabilistic prediction I: impossibility results -- Probabilistic prediction II: Venn predictors -- Beyond exchangeability -- On-line compression modeling I: conformal prediction -- On-line compression modeling II: Venn prediction -- Perspectives and contrasts.Conformal prediction is a …
Invited Lecture -- Robust Airline Fleet Assignment:Imposing Station Purity Using Station Decomposition -- Computing the Arrow-Debreu Competitive Market Equilibrium and Its Extensions -- Contributed Papers -- Complexity of Minimal Tree Routing and Coloring -- Energy Efficient Broadcasting and Multicasting in Static Wireless Ad Hoc Networks -- An Algorithm for Nonconvex Lower Semicontinuous Optim…
Keynotes -- Bioinformatics -- Watermarking and Encryption -- XML Query Processing -- XML Coding and Metadata Management -- Data Mining -- Data Generation and Understanding -- Panel -- Music Retrieval -- Query Processing in Subscription Systems -- Extending XML -- Web Services -- High-Dimensional Indexing -- Sensor and Stream Data Processing -- Database Performance Issues -- Clustering, Classifi…
Concepts and Techniques -- Data Mining and Knowledge Discovery: A Brief Overview -- Intelligent Agents and Multi-Agent Systems -- Methodology -- Exploiting Data Mining on Mas -- Coupling Data Mining with Intelligent Agents -- Knowledge Diffusion: Three Representative Test Cases -- Data Mining on the Application Level of a Mas -- Mining Agent Behaviors -- Mining Knowledge for Agent Communities -…
Patterns and Types for Querying XML Documents -- Dual Syntax for XML Languages -- Exploiting Schemas in Data Synchronization -- Efficiently Enumerating Results of Keyword Search -- Mapping Maintenance in XML P2P Databases -- Inconsistency Tolerance in P2P Data Integration: An Epistemic Logic Approach -- XML Data Integration with Identification -- Satisfiability of XPath Queries with Sibling Axe…
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…
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…
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…