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...
| Corporate Authors: | International Seminar on Local Pattern Detection Dagstuhl, Wadern, Germany) |
|---|---|
| Other Authors: | International Seminar on Local Pattern Detection, Morik, Katharina., Boulicaut, Jean-François., Siebes, Arno, 1958-, SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
Berlin ; New York :
Springer,
©2005.
Berlin ; New York : [2005] |
| Physical Description: |
1 online resource (ix, 231 pages) : illustrations. |
| Series: |
Lecture notes in computer science ;
3539. Lecture notes in computer science. Lecture notes in artificial intelligence. Lecture notes in computer science. State-of-the-art survey. |
| Subjects: |
Table of Contents:
- Pushing constraints to detect local patterns / Francesco Bonchi, Fosca Giannotti
- From local to global patterns : evaluation issues in rule learning algorithms / Johannes Fürnkranz
- Pattern discovery tools for detecting cheating in student coursework / David J. Hand, Niall M. Adams, Nick A. Heard
- Local pattern detection and clustering / Frank Höppner
- Local patterns : theory and practice of constraint-based relational subgroup discover
- Nada Lavrač,̌ Filip Železný, Sašo Džeroski
- Visualizing very large graph using clustering neighborhoods / Dunja Mladenic, Marko Grobelnik
- Features for learning local patterns in time-stamped data / Katharina Morik, Hanna Köpcke
- Boolean property encoding for local set pattern discovery : an application to gene expression data analysis / Ruggero G. Pensa, Jean-François Boulicaut
- Local pattern discovery in array-CGH data
- Céline Rouveirol, François Radvanyi
- Learning with local models / Stefan Rüping
- Knowledge-based sampling for subgroup discovery / Martin Scholz
- Temporal evolution and local patterns / Myra Spiliopoulou, Steffan Baron
- Undirected expection rule discovery as local pattern detection / Einoshin Suzuki
- From local to global analysis of music time series / Claus Weihs, Uwe Ligges.