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ICPR
2004
IEEE
16 years 28 days ago
Feature Subset Selection using ICA for Classifying Emphysema in HRCT Images
Feature subset selection, applied as a pre-processing step to machine learning, is valuable in dimensionality reduction, eliminating irrelevant data and improving classifier perfo...
Mithun Nagendra Prasad, Arcot Sowmya, Inge Koch
WWW
2005
ACM
16 years 15 days ago
An experimental study on large-scale web categorization
Taxonomies of the Web typically have hundreds of thousands of categories and skewed category distribution over documents. It is not clear whether existing text classification tech...
Tie-Yan Liu, Yiming Yang, Hao Wan, Qian Zhou, Bin ...
ICHIT
2009
Springer
15 years 6 months ago
Middleware-based distributed systems software process
Middleware facilitates the development of distributed systems by accommodating heterogeneity, hiding distribution details and providing a set of common and domain specific service...
Liu Jingyong, Zhong Yong, Chen Yong, Zhang Lichen
ADHOCNOW
2008
Springer
15 years 6 months ago
Distributed Monitoring in Ad Hoc Networks: Conformance and Security Checking
Ad hoc networks are exposed more than traditional networks to security threats due to their mobility and open architecture aspects. In addition, any dysfunction due to badly congu...
Wissam Mallouli, Bachar Wehbi, Ana R. Cavalli
IBPRIA
2007
Springer
15 years 6 months ago
False Positive Reduction in Breast Mass Detection Using Two-Dimensional PCA
In this paper we present a novel method for reducing false positives in breast mass detection. Our approach is based on using the Two-Dimensional Principal Component Analysis (2DPC...
Arnau Oliver, Xavier Lladó, Joan Mart&iacut...