دانلود کتاب Knowledge Discovery in Inductive Databases: 5th International Workshop, KDID 2006 Berlin, Germany, September 18, 2006 Revised Selected and Invited Papers

فهرست مطالب :

Front Matter....Pages -
Value, Cost, and Sharing: Open Issues in Constrained Clustering....Pages 1-10
Mining Bi-sets in Numerical Data....Pages 11-23
Extending the Soft Constraint Based Mining Paradigm....Pages 24-41
On Interactive Pattern Mining from Relational Databases....Pages 42-62
Analysis of Time Series Data with Predictive Clustering Trees....Pages 63-80
Integrating Decision Tree Learning into Inductive Databases....Pages 81-96
Using a Reinforced Concept Lattice to Incrementally Mine Association Rules from Closed Itemsets....Pages 97-115
An Integrated Multi-task Inductive Database VINLEN: Initial Implementation and Early Results....Pages 116-133
Beam Search Induction and Similarity Constraints for Predictive Clustering Trees....Pages 134-151
Frequent Pattern Mining and Knowledge Indexing Based on Zero-Suppressed BDDs....Pages 152-169
Extracting Trees of Quantitative Serial Episodes....Pages 170-188
IQL: A Proposal for an Inductive Query Language....Pages 189-207
Mining Correct Properties in Incomplete Databases....Pages 208-222
Efficient Mining Under Rich Constraints Derived from Various Datasets....Pages 223-239
Three Strategies for Concurrent Processing of Frequent Itemset Queries Using FP-Growth....Pages 240-258
Towards a General Framework for Data Mining....Pages 259-300
Back Matter....Pages -