SIGKDD Explorations

December 2000, Volume 2, Issue 2

Editor in Chief

Usama Fayyad (DMX Group)

Associate Editors

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

Guest Editors

Kyuseok Shim (KAIST)

December 2000, Volume 2, Issue 2

EDITORIALS

Editorial []
P. S. Bradley, U. Fayyad, S. Sarawagi, K. Shim

ARTICLES

Support Vector Machines: Hype or Hallelujah? [1]
K. P. Bennett and C. Campbell

Mining Frequent Patterns by Pattern-Growth: Methodology and Implications [14]
J. Han and J. Pei

The Segment Support Map: Scalable Mining of Frequent Itemsets [21]
L. V. S. Lakshmanan, C. K.-S. Leung, R. T. Ng

Mining Patterns in Long Sequential Data with Noise [ [28]
W. Wang, J. Yang, P. S. Yu

Distributed Data Clustering Can Be Efficient and Exact [34]
G. Forman and B. Zhang

Scalable Data Mining with Model Constraints [39]
M. Garofalakis and R. Rastogi

An Efficient Data Compression Approach to the Classification Task [49]
C. Diamantini and M. Panti

Systems Support for Scalable Data Mining [56]
W. A. Maniatty and M. J. Zaki

Mining Frequent Patterns with Counting Inference [66]
Y. Bastide, R. Taouil, N. Pasquier, G. Stumme and L. Lakhal

Measuring Lift Quality in Database Marketing [76]
G. Piatetsky-Shapiro and S. Steingold

The UCI KDD Archive of Large Data Sets for Data Mining Research and Experimentation [81]
S. D. Bay, D. Kibler, M. J. Pazzani, and P. Smyth

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