SIGKDD Explorations

June 2002, Volume 4, Issue 1

Editor in Chief

Usama Fayyad (DMX Group)

Associate Editors

Sunita Sarawagi (I.I.T. Bombay)
Paul Bradley (Apollo Data Technologies)

Guest Editors

Roberto Bayardo (IBM Almaden Research Center)

June 2002, Volume 4, Issue 1


Editorial []
R. J. Bayardo

Editorial []
R. J. Bayardo


Classification Trees for Problems with Monotonicity Constraints [1]
R. Potharst and A. J. Feelders

SPARTAN: Using Constrained Models for Guaranteed Error Semantic Compression [11]
S. Babu, M. Garofalakis and R. Rastogi

Learning Missing Values from Summary Constraints [21]
X. Wu and D. Barbará

Constrained Frequent Pattern Mining: A Pattern-Growth View [31]
J. Pei and J. Han

Exploiting Succinct Constraints using FP-trees [40]
C. K.-S. Leung, L. V. S. Lakshmanan, and R. T. Ng

Is Pushing Constraints Deeply into the Mining Algorithms Really What We Want? [50]
J. Hipp and U. Güntzer

J. Hipp and U. Güntzer [56]
C.-S. Perng, H. Wang, S. Ma, and J. L. Hellerstein

Why so many clustering algorithms -- A Position Paper [65]
V. Estivill-Castro

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