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IRI
2005
IEEE
13 years 10 months ago
Handling missing values via decomposition of the conditioned set
In this paper, a framework for replacing missing values in a database is proposed since a real-world database is seldom complete. Good data quality in a database can directly impr...
Mei-Ling Shyu, Indika Kuruppu-Appuhamilage, Shu-Ch...
ATS
2003
IEEE
98views Hardware» more  ATS 2003»
13 years 10 months ago
Automatic Design Validation Framework for HDL Descriptions via RTL ATPG
We present a framework for high-level design validation using an efficient register-transfer level (RTL) automatic test pattern generator (ATPG). The RTL ATPG generates the test ...
Liang Zhang, Michael S. Hsiao, Indradeep Ghosh
SIGKDD
2010
151views more  SIGKDD 2010»
12 years 11 months ago
Limitations of matrix completion via trace norm minimization
In recent years, compressive sensing attracts intensive attentions in the field of statistics, automatic control, data mining and machine learning. It assumes the sparsity of the ...
Xiaoxiao Shi, Philip S. Yu
CAIP
1999
Springer
138views Image Analysis» more  CAIP 1999»
13 years 9 months ago
Procrustes Alignment with the EM Algorithm
This paper casts the problem of point-set alignment via Procrustes analysis into a maximum likelihood framework using the EM algorithm. The aim is to improve the robustness of the...
Bin Luo, Edwin R. Hancock
AMFG
2003
IEEE
126views Biometrics» more  AMFG 2003»
13 years 10 months ago
Rank Constrained Recognition under Unknown Illuminations
Recognition under illumination variations is a challenging problem. The key is to successfully separate the illumination source from the observed appearance. Once separated, what ...
Shaohua Kevin Zhou, Rama Chellappa