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SSPR
2004
Springer
15 years 10 months ago
Finding Clusters and Components by Unsupervised Learning
We present a tutorial survey on some recent approaches to unsupervised machine learning in the context of statistical pattern recognition. In statistical PR, there are two classica...
Erkki Oja
ATVA
2004
Springer
117views Hardware» more  ATVA 2004»
15 years 10 months ago
Component-Wise Instruction-Cache Behavior Prediction
nded Abstract – Oleg Parshin∗ Abdur Rakib† Stephan Thesing∗ Reinhard Wilhelm∗ The precise determination of worst-case execution times (WCETs) for programs is mostly bein...
Abdur Rakib, Oleg Parshin, Stephan Thesing, Reinha...
125
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CVPR
1996
IEEE
15 years 9 months ago
Pattern Rejection
The e ciency of pattern recognition is particularly crucial in two scenarios; whenever there are a large number of classes to discriminate, and, whenever recognition must be perfo...
Simon Baker, Shree K. Nayar
DAS
2010
Springer
15 years 8 months ago
Handwritten Arabic text line segmentation using affinity propagation
In this paper, we present a novel graph-based method for extracting handwritten text lines in monochromatic Arabic document images. Our approach consists of two steps Coarse text ...
Jayant Kumar, Wael Abd-Almageed, Le Kang, David S....
BMCBI
2007
149views more  BMCBI 2007»
15 years 4 months ago
Robust imputation method for missing values in microarray data
Background: When analyzing microarray gene expression data, missing values are often encountered. Most multivariate statistical methods proposed for microarray data analysis canno...
Dankyu Yoon, Eun-Kyung Lee, Taesung Park