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IJON
2007
131views more  IJON 2007»
13 years 10 months ago
Margin-based active learning for LVQ networks
In this article, we extend a local prototype-based learning model by active learning, which gives the learner the capability to select training samples and thereby increase speed a...
Frank-Michael Schleif, Barbara Hammer, Thomas Vill...
ICDE
2008
IEEE
158views Database» more  ICDE 2008»
14 years 11 months ago
CARE: Finding Local Linear Correlations in High Dimensional Data
Finding latent patterns in high dimensional data is an important research problem with numerous applications. Existing approaches can be summarized into 3 categories: feature selec...
Xiang Zhang, Feng Pan, Wei Wang
LISP
2002
135views more  LISP 2002»
13 years 10 months ago
Optimizing Nested Loops Using Local CPS Conversion
Abstract. Local CPS conversion is a compiler transformation for improving the code generated for nested loops by a direct-style compiler that uses recursive functions to represent ...
John H. Reppy
FQAS
2006
Springer
92views Database» more  FQAS 2006»
14 years 2 months ago
Multi-module Image Classification System
In this paper, we propose an image classification system employing multiple modules. The proposed system hierarchically categorizes given sports images into one of the predefined s...
Wonil Kim, Sangyoon Oh, Sanggil Kang, Dongkyun Kim
ICB
2009
Springer
226views Biometrics» more  ICB 2009»
14 years 4 months ago
Accurate Palmprint Recognition Using Spatial Bags of Local Layered Descriptors
Abstract. State-of-the-art palmprint recognition algorithms achieve high accuracy based on component based texture analysis. However, they are still sensitive to local variations o...
Yufei Han, Tieniu Tan, Zhenan Sun