Publications
From: Paul Bradley
Date: Mon, 24 Jun 2002 11:21:49 -0700
Subject: SIGKDD Explorations 4(1) is online; topic: Constraints in Data Mining
We are please to announce that SIGKDD Explorations Volume 4, Issue 1
is available online at:
http://www.acm.org/sigkdd/explorations/
Roberto Bayardo served as Guest Editor for this issue and coordinated
a set of high-quality articles on the topic of "Constraints in Data
Mining".
Table of Contents:
- R. J. Bayardo. Editorial. pp. i-ii.
Contributed Articles on "Constraints in Data Mining"
- R. Potharst and A. J. Feelders. Classification Trees for Problems
with Monotonicity Constraints. pp. 1 - 10.
- S. Babu, M. Garofalakis, and R. Rastogi. SPARTAN: Using
Constrained Models for Guaranteed Error Semantic Compression.
pp. 11 - 20.
- X. Wu and D. Barbara. Learning Missing Values from Summary
Constraints. pp. 21 - 30.
- J. Pei and J. Han. Constrained Frequent Pattern Mining: A
Pattern-Growth View. pp. 31 - 39.
- C. K.-S. Leung, L. V. S. Lakshmanan, and R. T. Ng. Exploiting
Succinct Constraints using FP-trees. pp. 40 - 49.
- J. Hipp and U. Guntzer. Is Pushing Constraints Deeply into the
Mining Algorithms Really What We Want? pp. 50 - 55.
- C.-S. Perng, H. Wang, S. Ma, and J. L. Hellerstein. Discovery in
Multi-Attribute Data with User-defined Constraints. pp. 56 - 64.
Contributed Articles
- V. Estivill-Castro. Why so many clustering algorithms -- A Position
Paper. pp. 65 - 75.
News, Events and Announcements. pp. 76 - 78.
Roberto Bayardo
Guest Editor
Usama Fayyad
Editor in Chief
Sunita Sarawagi
Associate Editor
Paul Bradley
Associate Editor
| |
|