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SDM
2008
SIAM

177views Data Mining» more SDM 2008»

Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining

13 years 10 months ago

In this paper we explore private computation built on vector addition and its applications in privacypreserving data mining. Vector addition is a surprisingly general tool for imp...

Yitao Duan, John F. Canny

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38

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SDM
2010
SIAM

256views Data Mining» more SDM 2010»

The Application of Statistical Relational Learning to a Database of Criminal and Terrorist Activity

13 years 10 months ago

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We apply statistical relational learning to a database of criminal and terrorist activity to predict attributes and event outcomes. The database stems from a collection of news ar...

B. Delaney, Andrew S. Fast, W. M. Campbell, C. J. ...

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34

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KDD
2006
ACM

134views Data Mining» more KDD 2006»

Is there a grand challenge or X-prize for data mining?

14 years 9 months ago

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This panel will discuss possible exciting and motivating Grand Challenge problems for Data Mining, focusing on bioinformatics, multimedia mining, link mining, text mining, and web...

Gregory Piatetsky-Shapiro, Robert Grossman, Chaban...

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23

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KDD
2008
ACM

207views Data Mining» more KDD 2008»

Active learning with direct query construction

14 years 9 months ago

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Active learning may hold the key for solving the data scarcity problem in supervised learning, i.e., the lack of labeled data. Indeed, labeling data is a costly process, yet an ac...

Charles X. Ling, Jun Du

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69

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KDD
2009
ACM

322views Data Mining» more KDD 2009»

Mining for the most certain predictions from dyadic data

14 years 9 months ago

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Meghana Deodhar, Joydeep Ghosh

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