Local Pattern Detection International Seminar Dagstuhl Castle, Germany, April 12-16, 2004, Revised Selected Papers
Introduction The dramatic increase in available computer storage capacity over the last 10 years has led to the creation of very large databases of scienti?c and commercial information. The need to analyze these masses of data has led to the evolution of the new ?eld knowledge discovery in databases...
| Other Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2005, 2005
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| Edition: | 1st ed. 2005 |
| Series: | Lecture Notes in Artificial Intelligence
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Pushing Constraints to Detect Local Patterns
- From Local to Global Patterns: Evaluation Issues in Rule Learning Algorithms
- Pattern Discovery Tools for Detecting Cheating in Student Coursework
- Local Pattern Detection and Clustering
- Local Patterns: Theory and Practice of Constraint-Based Relational Subgroup Discovery
- Visualizing Very Large Graphs Using Clustering Neighborhoods
- Features for Learning Local Patterns in Time-Stamped Data
- Boolean Property Encoding for Local Set Pattern Discovery: An Application to Gene Expression Data Analysis
- Local Pattern Discovery in Array-CGH Data
- Learning with Local Models
- Knowledge-Based Sampling for Subgroup Discovery
- Temporal Evolution and Local Patterns
- Undirected Exception Rule Discovery as Local Pattern Detection
- From Local to Global Analysis of Music Time Series