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JIPS
2011
91views more  JIPS 2011»
14 years 7 months ago
A Clustering Protocol with Mode Selection for Wireless Sensor Network
Aries Kusdaryono, Kyung-Oh Lee
114
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PRL
2006
124views more  PRL 2006»
15 years 15 days ago
Parameter selection for suppressed fuzzy c-means with an application to MRI segmentation
This paper presents an algorithm, called the modified suppressed fuzzy c-means (MS-FCM), that simultaneously performs clustering and parameter selection for the suppressed fuzzy c...
Wen-Liang Hung, Miin-Shen Yang, De-Hua Chen
AINA
2007
IEEE
15 years 7 months ago
Collaborative Signal Reinforcement in Sensor Networks
Nodes in sensor fields and in autonomous swarms of mobile robots need to communicate; this usually requires individual nodes to either consume a significant amount of energy, ca...
Tingting Meng, Peter M. Athanas
126
Voted
PRL
2008
213views more  PRL 2008»
15 years 16 days ago
Boosting recombined weak classifiers
Boosting is a set of methods for the construction of classifier ensembles. The differential feature of these methods is that they allow to obtain a strong classifier from the comb...
Juan José Rodríguez, Jesús Ma...
SDM
2008
SIAM
144views Data Mining» more  SDM 2008»
15 years 2 months ago
Active Learning with Model Selection in Linear Regression
Optimally designing the location of training input points (active learning) and choosing the best model (model selection) are two important components of supervised learning and h...
Masashi Sugiyama, Neil Rubens