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» Methods for Empirical Game-Theoretic Analysis
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KDD
2004
ACM
103views Data Mining» more  KDD 2004»
14 years 8 months ago
An objective evaluation criterion for clustering
We propose and test an objective criterion for evaluation of clustering performance: How well does a clustering algorithm run on unlabeled data aid a classification algorithm? The...
Arindam Banerjee, John Langford
ICCD
2004
IEEE
123views Hardware» more  ICCD 2004»
14 years 4 months ago
Compiler-Based Frame Formation for Static Optimization
We selectively generate and optimize the frames constructed by the rePLay architecture statically. Since static analysis provides a global view of the interaction between the basi...
Feng Shi, Sobeeh Almukhaizim, Pey-Chang Lin, Yiorg...
CIBCB
2005
IEEE
14 years 1 months ago
Functional Distances for Genes Based on GO Feature Maps and their Application to Clustering
— With the invention of high throughput methods, researchers are capable of producing large amounts of biological data. During the analysis of such data, the need for a functiona...
Nora Speer, Holger Fröhlich, Christian Spieth...
SDM
2010
SIAM
153views Data Mining» more  SDM 2010»
13 years 9 months ago
Reconstruction from Randomized Graph via Low Rank Approximation
The privacy concerns associated with data analysis over social networks have spurred recent research on privacypreserving social network analysis, particularly on privacypreservin...
Leting Wu, Xiaowei Ying, Xintao Wu
IWC
2006
92views more  IWC 2006»
13 years 7 months ago
Awareness and teamwork in computer-supported collaborations
A contemporary approach to describing and theorizing about joint human endeavor is to posit `knowledge in common' as a basis for awareness and coordination. Recent analysis h...
John M. Carroll, Mary Beth Rosson, Gregorio Conver...