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» Distributed parameter estimation in networks
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BMCBI
2011
14 years 9 months ago
Flexible taxonomic assignment of ambiguous sequencing reads
Background: To characterize the diversity of bacterial populations in metagenomic studies, sequencing reads need to be accurately assigned to taxonomic units in a given reference ...
José Carlos Clemente, Jesper Jansson, Gabri...
124
Voted
UAI
2000
15 years 3 months ago
Variational Relevance Vector Machines
The Support Vector Machine (SVM) of Vapnik [9] has become widely established as one of the leading approaches to pattern recognition and machine learning. It expresses predictions...
Christopher M. Bishop, Michael E. Tipping
130
Voted
CSL
2010
Springer
15 years 1 months ago
Voice activity detection based on statistical models and machine learning approaches
The voice activity detectors (VADs) based on statistical models have shown impressive performances especially when fairly precise statistical models are employed. Moreover, the ac...
Jong Won Shin, Joon-Hyuk Chang, Nam Soo Kim
120
Voted
WSC
1997
15 years 3 months ago
Selecting the Best System: A Decision-Theoretic Approach
The problem of selecting the best system from a finite set of alternatives is considered from a Bayesian decision-theoretic perspective. The framework presented is quite general,...
Stephen E. Chick
123
Voted
GLOBECOM
2007
IEEE
15 years 9 months ago
A Technique to Enhance Localization in the Presence of NLOS Errors
— In a wireless network (WN), the wireless devices generally localize themselves with the help of anchors that are pre-deployed in the network. Some of the techniques commonly us...
Satyajayant Misra, Weiyi Zhang, Guoliang Xue