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ACM Special Interest Group on Knowledge Discovery and Data Mining

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December 2006, Volume 8, Issue 2

Editor-In-Chief Associate Editor
Ramakrishnan Srikant
Google

 Bing Liu
Univ. of Illinois, Chicago
  Osmar R. Zaiane
University of Alberta, Canada

Letter from the Editor-in-chief
1
R. Srikant

Selected KDD Workshop Papers

Mining Motion Patterns using Color Motion Map Clustering
3
Chih Lai, Taras Rafa, Dwight E. Nelson
Clientside Web Mining for Community Formation in PeertoPeer Environments
11
Kun Liu, Kanishka Bhaduri, Kamalika Das, Phuong Nguyen and Hillol Kargupta
UtilityBased Anonymization for Privacy Preservation with Less Information Loss
21
J. Xu, W. Wang, J. Pei, X. Wang, B. Shi, A. W. Fu
Maximizing Classifier Utility when Training Data is Costly
31
G. M. Weiss and Y. Tian

KDD 2006 Reports: KDD Cup, Panel and Workshops

On the Medical Frontier: The 2006 KDD Cup Competition and Results
39
T. Lane
Modifying Boosted Trees to Improve Performance on Task 1 of the 2006 KDD Challenge Cup
47
R. M. Bell, P. G. Haffner, C. Volinsky
Voting with a Parameterized Veto Strategy: Solving the KDD Cup 2006 Problem by means of a Classifier Committee
53
D. Tikk, Z. T. Kardkovacs and F. P. Szidarovszky
Parameter Optimized, Vertical, Nearest-Neighbor-Vote and Boundery-Based Classification
63
W. Perrizo and A. Perera
What Are The Grand Challenges for Data Mining? KDD-2006 Panel Report
70
G-P. Shapiro, C. Djeraba, L. Getoor, R. Grossman, R. Feldman and M. Zaki
BIOKDD06: Data Mining in Bioinformatics
78
M. J. Zaki, G. Karypis, J. Yang
Data Mining for Business Applications
79
R. Ghani and C. Soares
KDD Workshop on Data Mining Standards, Services and Platforms (DMSSP) 2006
82
R. Grossman
WebKDD 2006 . Web Mining and Web Usage Analysis Post-Workshop Report
84
O. Nasraoui, M. Spiliopoulou, J. Srivastava, B. Mobasher and B. Masand
Network Reconstruction from Dynamic Data
90
K.P. Unnikrishnan, N. Ramakrishnan, P.S. Sastry, and R. Uthurusamy
KDD/MDM 2006: The 7th KDD Multimedia Data Mining Workshop Report
92
Z. Zhang, F. Masseglia, R. Jain and A. Del Bimbo
KDD2006 Workshop Report Theory and Practice of Temporal Data Mining
96
T. Li and C-S. Perng
UBDM 2006: Utility-Based Data Mining 2006 Workshop Report
98
B. Zadrozny, G. Weiss and M. Saar-Tsechansky

Contributed Article

Can Exclusive Clustering on Streaming Data be Achieved?
102
M. E. Orlowska, X. Sun and X. Li