Inductive Databases and Constraint-Based Data Mining

Table of Contents

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   Book Overview
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   Chapter 1 Inductive Databases and Constraint-based Data Mining: Introduction and Overview
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   Chapter 2 Representing Entities in the OntoDM Data Mining Ontology
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   Chapter 3 A Practical Comparative Study Of Data Mining Query Languages
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   Chapter 4 A Theory of Inductive Query Answering
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   Chapter 5 Generalizing Itemset Mining in a Constraint Programming Setting
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   Chapter 6 From Local Patterns to Classification Models
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   Chapter 7 Constrained Predictive Clustering
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   Chapter 8 Finding Segmentations of Sequences
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    Chapter 9 Mining Constrained Cross-Graph Cliques in Dynamic Networks
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    Chapter 10 Probabilistic Inductive Querying Using ProbLog
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    Chapter 11 Inductive Querying with Virtual Mining Views
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    Chapter 12 SINDBAD and SiQL: Overview, Applications and Future Developments
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    Chapter 13 Patterns on Queries
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    Chapter 14 Experiment Databases
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    Chapter 15 Predicting Gene Function using Predictive Clustering Trees
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    Chapter 16 Analyzing Gene Expression Data with Predictive Clustering Trees
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    Chapter 17 Using a Solver Over the String Pattern Domain to Analyze Gene Promoter Sequences
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    Chapter 18 Inductive Queries for a Drug Designing Robot Scientist