Knowledge Discovery in Databases: PKDD 2004: 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, ... (Lecture Notes in Computer Science, 3202)

Table of Contents
Invited Papers
	Random Matrices in Data Analysis
	Data Privacy
	Breaking Through the Syntax Barrier: Searching with Entities and Relations
	Real-World Learning with Markov Logic Networks
	Strength in Diversity: The Advance of Data Analysis
Contributed Papers
	Mining Positive and Negative Association Rules: An Approach for Confined Rules
	An Experiment on Knowledge Discovery in Chemical Databases
	Shape and Size Regularization in Expectation Maximization and Fuzzy Clustering
	Combining Multiple Clustering Systems
	Reducing Data Stream Sliding Windows by Cyclic Tree-Like Histograms
	A Framework for Data Mining Pattern Management
	Spatial Associative Classification at Different Levels of Granularity: A Probabilistic Approach
	AutoPart: Parameter-Free Graph Partitioning and Outlier Detection
	Properties and Benefits of Calibrated Classifiers
	A Tree-Based Approach to Clustering XML Documents by Structure
	Discovery of Regulatory Connections in Microarray Data
	Learning from Little: Comparison of Classifiers Given Little Training
	Geometric and Combinatorial Tiles in 0–1 Data
	Document Classification Through Interactive Supervision of Document and Term Labels
	Classifying Protein Fingerprints
	Finding Interesting Pass Patterns from Soccer Game Records
	Discovering Unexpected Information for Technology Watch
	Scalable Density-Based Distributed Clustering
	Summarization of Dynamic Content in Web Collections
	Mining Thick Skylines over Large Databases
	Ensemble Feature Ranking
	Privately Computing a Distributed k-nn Classifier
	Incremental Nonlinear PCA for Classification
	A Spectroscopy of Texts for Effective Clustering
	Constraint-Based Mining of Episode Rules and Optimal Window Sizes
	Analysing Customer Churn in Insurance Data – A Case Study
	Nomograms for Visualization of Naive Bayesian Classifier
	Using a Hash-Based Method for Apriori-Based Graph Mining
	Evaluation of Rule Interestingness Measures with a Clinical Dataset on Hepatitis
	Classification in Geographical Information Systems
	Digging into Acceptor Splice Site Prediction: An Iterative Feature Selection Approach
	Itemset Classified Clustering
	Combining Winnow and Orthogonal Sparse Bigrams for Incremental Spam Filtering
	Asynchronous and Anticipatory Filter-Stream Based Parallel Algorithm for Frequent Itemset Mining
	A Quantification of Cluster Novelty with an Application to Martian Topography
	Density-Based Spatial Clustering in the Presence of Obstacles and Facilitators
	Text Mining for Finding Functional Community of Related Genes Using TCM Knowledge
	Dealing with Predictive-but-Unpredictable Attributes in Noisy Data Sources
	A New Scheme on Privacy Preserving Association Rule Mining
Posters
	A Unified and Flexible Framework for Comparing Simple and Complex Patterns
	Constructing (Almost) Phylogenetic Trees from Developmental Sequences Data
	Learning from Multi-source Data
	The Anatomy of SnakeT: A Hierarchical Clustering Engine for Web-Page Snippets
	COCOA: Compressed Continuity Analysis for Temporal Databases
	Discovering Interpretable Muscle Activation Patterns with the Temporal Data Mining Method
	A Tolerance Rough Set Approach to Clustering Web Search Results
	Improving the Performance of the RISE Algorithm
	Mining History of Changes to Web Access Patterns
Demonstration Papers
	Visual Mining of Spatial Time Series Data
	Detecting Driving Awareness
	An Effective Recommender System for Highly Dynamic and Large Web Sites
	SemanticTalk: Software for Visualizing Brainstorming Sessions and Thematic Concept Trails on Document Collections
	Orange: From Experimental Machine Learning to Interactive Data Mining
	Terrorist Detection System
	Experimenting SnakeT: A Hierarchical Clustering Engine for Web-Page Snippets
	HIClass: Hyper-interactive Text Classification by Interactive Supervision of Document and Term Labels
	BALIOS – The Engine for Bayesian Logic Programs
	SEWeP: A Web Mining System Supporting Semantic Personalization
	SPIN! Data Mining System Based on Component Architecture
Author Index
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