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» Toward network data independence
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124
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ICDM
2003
IEEE
158views Data Mining» more  ICDM 2003»
15 years 6 months ago
Identifying Markov Blankets with Decision Tree Induction
The Markov Blanket of a target variable is the minimum conditioning set of variables that makes the target independent of all other variables. Markov Blankets inform feature selec...
Lewis Frey, Douglas H. Fisher, Ioannis Tsamardinos...
86
Voted
BIB
2006
69views more  BIB 2006»
15 years 21 days ago
Flux balance analysis in the era of metabolomics
Flux balance analysis (FBA) has emerged as an effective means to analyse biological networks in a quantitative manner. Much progress has been made on the extension of FBA to incor...
Jong Min Lee, Erwin P. Gianchandani, Jason A. Papi...
JMLR
2008
188views more  JMLR 2008»
15 years 4 days ago
Maximal Causes for Non-linear Component Extraction
We study a generative model in which hidden causes combine competitively to produce observations. Multiple active causes combine to determine the value of an observed variable thr...
Jörg Lücke, Maneesh Sahani
109
Voted
MOBISYS
2010
ACM
15 years 3 months ago
Anatomizing application performance differences on smartphones
The use of cellular data networks is increasingly popular due to the widespread deployment of 3G technologies and the rapid adoption of smartphones, such as iPhone and GPhone. Bes...
Junxian Huang, Qiang Xu, Birjodh Tiwana, Zhuoqing ...
WIMOB
2008
IEEE
15 years 7 months ago
AVERT: Adaptive SerVicE and Route Discovery ProTocol for MANETs
—In the past few years there has been increasing research interest in service discovery protocols for Mobile Ad Hoc Networks (MANET). The most promising approaches so far address...
Christopher N. Ververidis, George C. Polyzos