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IJCNN
2007
IEEE
14 years 2 months ago
Optimizing 0/1 Loss for Perceptrons by Random Coordinate Descent
—The 0/1 loss is an important cost function for perceptrons. Nevertheless it cannot be easily minimized by most existing perceptron learning algorithms. In this paper, we propose...
Ling Li, Hsuan-Tien Lin
CLUSTER
2006
IEEE
14 years 1 months 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
14 years 1 months 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....
MIS
2005
Springer
158views Multimedia» more  MIS 2005»
14 years 1 months ago
Context-Based Management of Multimedia Documents in 3D Navigational Environments
Abstract. This work proposes an approach for managing multimedia information associated to 3D environments navigated by the user. The influence of context (location, user profile, ...
Fabio Pittarello
GCC
2003
Springer
14 years 28 days ago
Flexible Intermediate Library for MPI-2 Support on an SCore Cluster System
Abstract. A flexible intermediate library named Stampi for MPI-2 support on a heterogeneous computing environment has been implemented on an SCore cluster system. With the help of...
Yuichi Tsujita