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» An efficient clustering method for k-anonymization
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BMCBI
2007
129views more  BMCBI 2007»
13 years 8 months ago
HoughFeature, a novel method for assessing drug effects in three-color cDNA microarray experiments
Background: Three-color microarray experiments can be performed to assess drug effects on the genomic scale. The methodology may be useful in shortening the cycle, reducing the co...
Hongya Zhao, Hong Yan
CVPR
2006
IEEE
14 years 10 months ago
Model Order Selection and Cue Combination for Image Segmentation
Model order selection and cue combination are both difficult open problems in the area of clustering. In this work we build upon stability-based approaches to develop a new method...
Andrew Rabinovich, Serge Belongie, Tilman Lange, J...
EUC
2005
Springer
14 years 2 months ago
HMRP: Hierarchy-Based Multipath Routing Protocol for Wireless Sensor Networks
Wireless sensor networks comprise of small nodes with sensing, computation and wireless communication capabilities. The energy efficiency is a substantial key design issues in suc...
Ying-Hong Wang, Hung-Jen Mao, Chih-Hsiao Tsai, Chi...
ICDM
2009
IEEE
92views Data Mining» more  ICDM 2009»
13 years 6 months ago
Semi-supervised Multi-task Learning with Task Regularizations
Multi-task learning refers to the learning problem of performing inference by jointly considering multiple related tasks. There have already been many research efforts on supervise...
Fei Wang, Xin Wang, Tao Li
JMLR
2010
150views more  JMLR 2010»
13 years 3 months ago
Supervised Dimension Reduction Using Bayesian Mixture Modeling
We develop a Bayesian framework for supervised dimension reduction using a flexible nonparametric Bayesian mixture modeling approach. Our method retrieves the dimension reduction ...
Kai Mao, Feng Liang, Sayan Mukherjee