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132
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KDD
2012
ACM
187views Data Mining» more  KDD 2012»
13 years 6 months ago
Unsupervised feature selection for linked social media data
The prevalent use of social media produces mountains of unlabeled, high-dimensional data. Feature selection has been shown effective in dealing with high-dimensional data for e...
Jiliang Tang, Huan Liu
ESANN
2004
15 years 5 months ago
A Modular Framework for Multi category feature selection in Digital mammography
Many existing researches utilized many different approaches for recognition in digital mammography using various ANN classifier-modeling techniques. Different types of feature extr...
Ranadhir Ghosh, Moumita Ghosh, John Yearwood
102
Voted
NIPS
2007
15 years 5 months ago
Hierarchical Penalization
Hierarchical penalization is a generic framework for incorporating prior information in the fitting of statistical models, when the explicative variables are organized in a hiera...
Marie Szafranski, Yves Grandvalet, Pierre Morizet-...
245
Voted
GIS
2007
ACM
16 years 4 months ago
Linear feature extraction using perceptual grouping and graph-cuts
In this paper we present a novel system for the detection and extraction of road map information from high-resolution satellite imagery. Uniquely, the proposed system is an integr...
Charalambos Poullis, Suya You, Ulrich Neumann
114
Voted
ICMCS
2007
IEEE
132views Multimedia» more  ICMCS 2007»
15 years 10 months ago
A New Multimedia Message Customizing Framework for mobile Devices
In this paper, we present a novel framework to customize multimedia messages for mobile users. The goal is to generate a video message from a series of pictures. The framework inc...
Cunxun Zang, Qingshan Liu, Hanqing Lu, Kongqiao Wa...