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» Uncertainty Reduction Using Dynamics
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KDD
2012
ACM
281views Data Mining» more  KDD 2012»
11 years 8 months ago
Active spectral clustering via iterative uncertainty reduction
Spectral clustering is a widely used method for organizing data that only relies on pairwise similarity measurements. This makes its application to non-vectorial data straightforw...
Fabian L. Wauthier, Nebojsa Jojic, Michael I. Jord...
ASPDAC
2007
ACM
137views Hardware» more  ASPDAC 2007»
13 years 10 months ago
Delay Uncertainty Reduction by Interconnect and Gate Splitting
Traditional timing variation reduction techniques are only able to decrease the gate delay variation by incurring a delay overhead. In this work, we propose novel and effective sp...
Vineet Agarwal, Jin Sun, Alexander V. Mitev, Janet...
IEEEICCI
2005
IEEE
13 years 12 months ago
Theoretical study on a new information entropy and its use in attribute reduction
The positive region in rough set framework and Shannon conditional entropy are two traditional uncertainty measurements, used usually as heuristic metrics in attribute reduction. ...
Ping Luo, Qing He, Zhongzhi Shi
TIT
2010
76views Education» more  TIT 2010»
13 years 1 months ago
Uncertainty principles and vector quantization
Given a frame in Cn which satisfies a form of the uncertainty principle (as introduced by Candes and Tao), it is shown how to quickly convert the frame representation of every vect...
Yurii Lyubarskii, Roman Vershynin
INFOCOM
2007
IEEE
14 years 17 days ago
Mobility Reduces Uncertainty in MANETs
Abstract— Evaluating and quantifying trust stimulates collaboration in mobile ad hoc networks (MANETs). Many existing reputation systems sharply divide the trust value into right...
Feng Li, Jie Wu