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ICDM
2009
IEEE
154views Data Mining» more  ICDM 2009»
13 years 3 months ago
GSML: A Unified Framework for Sparse Metric Learning
There has been significant recent interest in sparse metric learning (SML) in which we simultaneously learn both a good distance metric and a low-dimensional representation. Unfor...
Kaizhu Huang, Yiming Ying, Colin Campbell
JSS
2006
88views more  JSS 2006»
13 years 5 months ago
A formal representation of functional size measurement methods
Estimating software size is a difficult task that requires a methodological approach. Many different methods that exist today use distinct abstractions to depict a software system...
Marjan Hericko, Ivan Rozman, Ales Zivkovic
CORR
2010
Springer
200views Education» more  CORR 2010»
13 years 5 months ago
Unified Compression-Based Acceleration of Edit-Distance Computation
The edit distance problem is a classical fundamental problem in computer science in general, and in combinatorial pattern matching in particular. The standard dynamic programming s...
Danny Hermelin, Gad M. Landau, Shir Landau, Oren W...
CORR
2011
Springer
179views Education» more  CORR 2011»
13 years 5 days ago
Recovery of Sparsely Corrupted Signals
We investigate the recovery of signals exhibiting a sparse representation in a general (i.e., possibly redundant or incomplete) dictionary that are corrupted by additive noise adm...
Christoph Studer, Patrick Kuppinger, Graeme Pope, ...
ICDE
2008
IEEE
114views Database» more  ICDE 2008»
14 years 6 months ago
On Unifying Privacy and Uncertain Data Models
The problem of privacy-preserving data mining has been studied extensively in recent years because of the increased amount of personal information which is available to corporation...
Charu C. Aggarwal