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SAC
2006
ACM
16 years 27 days ago
Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data
Traditional Data Mining and Knowledge Discovery algorithms assume free access to data, either at a centralized location or in federated form. Increasingly, privacy and security co...
Hwanjo Yu, Xiaoqian Jiang, Jaideep Vaidya
MSR
2005
ACM
16 years 15 days ago
Collaboration using OSSmole: a repository of FLOSS data and analyses
This paper introduces a collaborative project OSSmole which collects, shares, and stores comparable data and analyses of free, libre and open source software (FLOSS) development f...
Megan Conklin, James Howison, Kevin Crowston
WSC
2008
15 years 9 months ago
How to build valid and credible simulation models
In this tutorial we present techniques for building valid and credible simulation models. Ideas to be discussed include the importance of a definitive problem formulation, discuss...
Averill M. Law
ICDM
2002
IEEE
122views Data Mining» more  ICDM 2002»
15 years 12 months ago
Using Category-Based Adherence to Cluster Market-Basket Data
In this paper, we devise an efficient algorithm for clustering market-basket data. Different from those of the traditional data, the features of market-basket data are known to b...
Ching-Huang Yun, Kun-Ta Chuang, Ming-Syan Chen
WS
2008
ACM
15 years 6 months ago
ActiveRDF: Embedding Semantic Web data into object-oriented languages
Semantic Web applications share a large portion of development effort with database-driven Web applications. Existing approaches for development of these database-driven applicati...
Eyal Oren, Benjamin Heitmann, Stefan Decker