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)
NEWS
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
REPORTS
KDD-Cup 2000 Organizers' Report: Peeling the Onion [86]
R. Kohavi, C. E. Brodley, B. Frasca, L. Mason, and Z. Zheng
Report on MDM/KDD2000: The 1st International Workshop on Multimedia Data Mining [103]
S. J. Simoff and O. R. Zaïane
WEBKDD 2000 -- Web Mining for E-Commerce [106]
M. Spiliopoulou, J. Srivastava , R. Kohavi, and B. M. Masand
Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000 [108]
H. Kargupta, J. Ghosh, V. Kumar, and Z. Obradovic
Postprocessing in Machine Learning and Data Mining [110]
I. Bruha and A. Famili
Report on the KDD2000 Panel Personalization and Data Mining: Exploring the Synergies [115]
A. Tuzhilin
