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» Embedded Unsupervised Feature Selection
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RTSS
2006
IEEE
14 years 3 months ago
MCGREP - A Predictable Architecture for Embedded Real-Time Systems
Real-time systems design involves many important choices, including that of the processor. The fastest processors achieve performance by utilizing architectural features that make...
Jack Whitham, Neil C. Audsley
ICML
2008
IEEE
14 years 10 months ago
Expectation-maximization for sparse and non-negative PCA
We study the problem of finding the dominant eigenvector of the sample covariance matrix, under additional constraints on the vector: a cardinality constraint limits the number of...
Christian D. Sigg, Joachim M. Buhmann
CASES
2003
ACM
14 years 3 months ago
Frequent loop detection using efficient non-intrusive on-chip hardware
Dynamic software optimization methods are becoming increasingly popular for improving software performance and power. The first step in dynamic optimization consists of detecting ...
Ann Gordon-Ross, Frank Vahid
CVPR
2004
IEEE
14 years 12 months ago
Detecting Unusual Activity in Video
We present an unsupervised technique for detecting unusual activity in a large video set using many simple features. No complex activity models and no supervised feature selection...
Hua Zhong, Jianbo Shi, Mirkó Visontai
IJCAI
2007
13 years 11 months ago
Document Summarization Using Conditional Random Fields
Many methods, including supervised and unsupervised algorithms, have been developed for extractive document summarization. Most supervised methods consider the summarization task ...
Dou Shen, Jian-Tao Sun, Hua Li, Qiang Yang, Zheng ...