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» Scales and Scale-like Structures
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ICA
2012
Springer
13 years 6 months ago
On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach
A novel tensor decomposition called pattern or P-decomposition is proposed to make it possible to identify replicating structures in complex data, such as textures and patterns in ...
Anh Huy Phan, Andrzej Cichocki, Petr Tichavsk&yacu...
SDM
2011
SIAM
232views Data Mining» more  SDM 2011»
14 years 2 months ago
A Sequential Dual Method for Structural SVMs
In many real world prediction problems the output is a structured object like a sequence or a tree or a graph. Such problems range from natural language processing to computationa...
Shirish Krishnaj Shevade, Balamurugan P., S. Sunda...
KDD
2012
ACM
197views Data Mining» more  KDD 2012»
13 years 1 months ago
On the separability of structural classes of communities
Three major factors govern the intricacies of community extraction in networks: (1) the application domain includes a wide variety of networks of fundamentally different natures,...
Bruno D. Abrahao, Sucheta Soundarajan, John E. Hop...
KDD
2002
ACM
194views Data Mining» more  KDD 2002»
15 years 11 months ago
Scale Space Exploration For Mining Image Information Content
Images are highly complex multidimensional signals, with rich and complicated information content. For this reason they are difficult to analyze through a unique automated approach...
Mariana Ciucu, Patrick Héas, Mihai Datcu, J...
SP
2010
IEEE
152views Security Privacy» more  SP 2010»
14 years 9 months ago
Scalable Parametric Verification of Secure Systems: How to Verify Reference Monitors without Worrying about Data Structure Size
The security of systems such as operating systems, hypervisors, and web browsers depend critically on reference monitors to correctly enforce their desired security policy in the ...
Jason Franklin, Sagar Chaki, Anupam Datta, Arvind ...