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» Adaptive sampling for sensor networks
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WIOPT
2010
IEEE
13 years 7 months ago
Lifetime optimization for wireless sensor networks with correlated data gathering
—The nodes in wireless sensor networks often collect correlated measurements. Not taking into account this information redundancy is detrimental to the network lifetime, since co...
Nashat Abughalieh, Yann-Aël Le Borgne, Kris S...
AUSAI
2003
Springer
14 years 2 months ago
Multimedia Analysis and Synthesis
We describe novel approaches to multimedia analysis and synthesis problems. We first present the experiential sampling technique which has the ability to focus on the analysis task...
Mohan S. Kankanhalli
IJAR
2008
119views more  IJAR 2008»
13 years 9 months ago
Adapting Bayes network structures to non-stationary domains
When an incremental structural learning method gradually modifies a Bayesian network (BN) structure to fit observations, as they are read from a database, we call the process stru...
Søren Holbech Nielsen, Thomas D. Nielsen
ICRA
2007
IEEE
115views Robotics» more  ICRA 2007»
14 years 3 months ago
Leveraging RSSI for Robotic Repair of Disconnected Wireless Sensor Networks
Abstract— Many recent deployments of environmental sensor networks have focused on obtaining measurements across large and inhospitable areas. With increasing scale it becomes im...
Kyle Luthy, Edward Grant, Thomas C. Henderson
JSA
1998
74views more  JSA 1998»
13 years 9 months ago
Windowed active sampling for reliable neural learning
The composition of the example set has a major impact on the quality of neural learning. The popular approach is focused on extensive preprocessing to bridge the representation ga...
Emilia I. Barakova, Lambert Spaanenburg