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» Application of kernels to link analysis
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SIGMETRICS
1995
ACM
144views Hardware» more  SIGMETRICS 1995»
14 years 1 months ago
On Characterizing Bandwidth Requirements of Parallel Applications
Synthesizing architectural requirements from an application viewpoint can help in making important architectural design decisions towards building large scale parallel machines. I...
Anand Sivasubramaniam, Aman Singla, Umakishore Ram...
SDM
2012
SIAM
237views Data Mining» more  SDM 2012»
12 years 8 days ago
A Distributed Kernel Summation Framework for General-Dimension Machine Learning
Kernel summations are a ubiquitous key computational bottleneck in many data analysis methods. In this paper, we attempt to marry, for the first time, the best relevant technique...
Dongryeol Lee, Richard W. Vuduc, Alexander G. Gray
ISPASS
2005
IEEE
14 years 3 months ago
On the Scalability of 1- and 2-Dimensional SIMD Extensions for Multimedia Applications
SIMD extensions are the most common technique used in current processors for multimedia computing. In order to obtain more performance for emerging applications SIMD extensions ne...
Friman Sánchez, Mauricio Alvarez, Esther Sa...
ECCV
2010
Springer
14 years 3 months ago
Fast Approximate Nearest Neighbor Methods for Non-Euclidean Manifolds with Applications to Human Activity Analysis in Videos
Approximate Nearest Neighbor (ANN) methods such as Locality Sensitive Hashing, Semantic Hashing, and Spectral Hashing, provide computationally ecient procedures for nding objects...
Rizwan Chaudhry, Yuri Ivanov
JSS
2007
126views more  JSS 2007»
13 years 9 months ago
Fine-grain analysis of common coupling and its application to a Linux case study
Common coupling (sharing global variables across modules) is widely accepted as a measure of software quality and maintainability; a low level of common coupling is necessary (but...
Dror G. Feitelson, Tokunbo O. S. Adeshiyan, Daniel...