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MCS
2001
Springer
15 years 2 months ago
Input Decimation Ensembles: Decorrelation through Dimensionality Reduction
Using an ensemble of classifiers instead of a single classifier has been shown to improve generalization performance in many machine learning problems [4, 16]. However, the exten...
Nikunj C. Oza, Kagan Tumer
ANSS
2000
IEEE
15 years 2 months ago
An Analytic Method for Predicting Simulation Parallelism
The abilityto predict the performance of a simulationapplicationbefore its implementationis an important factor to the adoption of parallel simulation technology in industry. Idea...
Hong Wang, Yong Meng Teo, Seng Chuan Tay
DASFAA
2009
IEEE
108views Database» more  DASFAA 2009»
15 years 1 months ago
An Effective and Efficient Method for Handling Transmission Failures in Sensor Networks
Abstract. The suppression scheme is a solution for limited energy constraints in sensor networks. Temporal suppression, spatial suppression and spatio-temporal suppression are prop...
Heejung Yang, Chin-Wan Chung
DCOSS
2006
Springer
15 years 1 months ago
Distributed Optimal Estimation from Relative Measurements for Localization and Time Synchronization
Abstract. We consider the problem of estimating vector-valued variables from noisy "relative" measurements. The measurement model can be expressed in terms of a graph, wh...
Prabir Barooah, Neimar Machado da Silva, Joã...
SC
2000
ACM
15 years 1 months ago
A Unified Algorithm for Load-balancing Adaptive Scientific Simulations
Adaptive scientific simulations require that periodic repartitioning occur dynamically throughout the course of the computation. The repartitionings should be computed so as to mi...
Kirk Schloegel, George Karypis, Vipin Kumar