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» Mining Multiple Data Sources: Local Pattern Analysis
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SDM
2007
SIAM
162views Data Mining» more  SDM 2007»
14 years 10 months ago
Probabilistic Joint Feature Selection for Multi-task Learning
We study the joint feature selection problem when learning multiple related classification or regression tasks. By imposing an automatic relevance determination prior on the hypo...
Tao Xiong, Jinbo Bi, R. Bharat Rao, Vladimir Cherk...
KDD
2006
ACM
156views Data Mining» more  KDD 2006»
15 years 9 months ago
Unsupervised learning on k-partite graphs
Various data mining applications involve data objects of multiple types that are related to each other, which can be naturally formulated as a k-partite graph. However, the resear...
Bo Long, Xiaoyun Wu, Zhongfei (Mark) Zhang, Philip...
BMCBI
2005
121views more  BMCBI 2005»
14 years 9 months ago
Evaluation of gene importance in microarray data based upon probability of selection
Background: Microarray devices permit a genome-scale evaluation of gene function. This technology has catalyzed biomedical research and development in recent years. As many import...
Li M. Fu, Casey S. Fu-Liu
ICC
2008
IEEE
139views Communications» more  ICC 2008»
15 years 3 months ago
Communications and Sensing of Illumination Contributions in a Power LED Lighting System
— In recent years, LED technology emerged as a prime candidate for the future illumination light source, due to high energy efficiency and long life time. In addition, LEDs offe...
Jean-Paul M. G. Linnartz, Lorenzo Feri, Hongming Y...
ICCCN
2007
IEEE
15 years 3 months ago
Outage Analysis of a University Campus Network
—Understanding outage and failure characteristics of a network is important to assess the availability of the network, determine failure source for trouble-shooting, and identify...
Baek-Young Choi, Sejun Song, George Koffler, Deep ...