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2006
IEEE
16 years 22 days ago
Heterogeneous Parallel Computing in Remote Sensing Applications: Current Trends and Future Perspectives
Heterogeneous networks of computers have rapidly become a very promising commodity computing solution, expected to play a major role in the design of high performance computing sy...
Antonio J. Plaza
DASC
2006
IEEE
16 years 22 days ago
Service Clouds: A Distributed Infrastructure for Constructing Autonomic Communication Services
Abstract— This paper describes Service Clouds, a distributed infrastructure designed to facilitate rapid prototyping and deployment of services that enhance communication perform...
Philip K. McKinley, Farshad A. Samimi, Jonathan K....
ICPADS
2006
IEEE
16 years 21 days ago
iDIBS: An Improved Distributed Backup System
iDIBS is a peer-to-peer backup system which optimizes the Distributed Internet Backup System (DIBS). iDIBS offers increased reliability by enhancing the robustness of existing pac...
Faruck Morcos, Thidapat Chantem, Philip Little, Ti...
IJCNN
2006
IEEE
16 years 21 days ago
A Heuristic for Free Parameter Optimization with Support Vector Machines
— A heuristic is proposed to address free parameter selection for Support Vector Machines, with the goals of improving generalization performance and providing greater insensitiv...
Matthew Boardman, Thomas P. Trappenberg
IJCNN
2006
IEEE
16 years 21 days ago
A Variational EM Approach to Predicting Uncertainty in Supervised Learning
— In many applications of supervised learning, the conditional average of the target variables is not sufficient for prediction. The dependencies between the explanatory variabl...
Markus Harva