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ICML
1997
IEEE
15 years 7 months ago
Efficient Feature Selection in Conceptual Clustering
Feature selection has proven to be a valuable technique in supervised learning for improving predictive accuracy while reducing the number of attributes considered in a task. We i...
Mark Devaney, Ashwin Ram
121
Voted
DATE
2010
IEEE
261views Hardware» more  DATE 2010»
15 years 9 months ago
Evaluation and design exploration of solar harvested-energy prediction algorithm
Abstract—To respond to variations in solar energy, harvestedenergy prediction is essential to harvested-energy management approaches. The effectiveness of such approaches is depe...
Mustafa Imran Ali, Bashir M. Al-Hashimi, Joaqu&iac...
125
Voted
CCGRID
2004
IEEE
15 years 7 months ago
Adaptive multi-resource prediction in distributed resource sharing environment
Resource prediction can greatly assist resource selection and scheduling in a distributed resource sharing environment such as a computational grid. Existing resource prediction m...
Jin Liang, Klara Nahrstedt, Yuanyuan Zhou
133
Voted
AINA
2010
IEEE
15 years 9 months ago
Active Data Selection for Sensor Networks with Faults and Changepoints
Abstract—We describe a Bayesian formalism for the intelligent selection of observations from sensor networks that may intermittently undergo faults or changepoints. Such active d...
Michael A. Osborne, Roman Garnett, Stephen J. Robe...
ICUMT
2009
15 years 1 months ago
Experimental study on neighbor selection policy for Phoenix Network Coordinate system
Network Coordinate (NC) which provides efficient distance prediction with scalable measurements, brings benefits to various network applications. Phoenix Network Coordinate system ...
Gang Wang, Shining Wu, Guodong Wang, Beixing Deng,...