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86
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HICSS
2011
IEEE
209views Biometrics» more  HICSS 2011»
14 years 1 months ago
A Risk Management Framework for Design Science Research
As a new and complex form of research, which combines very heterogeneous activities requiring different skills, Design Science Research (DSR) in IS has new and difficult areas of ...
Richard Baskerville, Jan Pries-Heje, John R. Venab...
108
Voted
ESOP
2012
Springer
13 years 5 months ago
Generate, Test, and Aggregate - A Calculation-based Framework for Systematic Parallel Programming with MapReduce
Abstract. MapReduce, being inspired by the map and reduce primitives available in many functional languages, is the de facto standard for large scale data-intensive parallel progra...
Kento Emoto, Sebastian Fischer, Zhenjiang Hu
CVPR
2007
IEEE
16 years 7 days ago
Integrating Global and Local Structures: A Least Squares Framework for Dimensionality Reduction
Linear Discriminant Analysis (LDA) is a popular statistical approach for dimensionality reduction. LDA captures the global geometric structure of the data by simultaneously maximi...
Jianhui Chen, Jieping Ye, Qi Li
97
Voted
CVPR
2008
IEEE
16 years 7 days ago
A unified framework for generalized Linear Discriminant Analysis
Linear Discriminant Analysis (LDA) is one of the wellknown methods for supervised dimensionality reduction. Over the years, many LDA-based algorithms have been developed to cope w...
Shuiwang Ji, Jieping Ye
70
Voted
WWW
2005
ACM
15 years 11 months ago
A framework for determining necessary query set sizes to evaluate web search effectiveness
We describe a framework of bootstrapped hypothesis testing for estimating the confidence in one web search engine outperforming another over any randomly sampled query set of a gi...
Eric C. Jensen, Steven M. Beitzel, Ophir Frieder, ...