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» Parallel Computation in Abstract Network Machine
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92
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EUROMICRO
1998
IEEE
15 years 6 months ago
SMP PCs: A Case Study on Cluster Computing
As commodity microprocessors and networks reach performance levels comparable to those used in massively parallel processors, clusters of symmetric multiprocessors are starting to...
Antônio Augusto Fröhlich, Wolfgang Schr...
IJCNN
2008
IEEE
15 years 9 months ago
Building meta-learning algorithms basing on search controlled by machine complexity
Abstract— Meta-learning helps us find solutions to computational intelligence (CI) challenges in automated way. Metalearning algorithm presented in this paper is universal and m...
Norbert Jankowski, Krzysztof Grabczewski
124
Voted
ICANN
2009
Springer
15 years 9 months ago
Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction
Abstract. In this paper, we investigate the application of adaptive ensemble models of Extreme Learning Machines (ELMs) to the problem of one-step ahead prediction in (non)stationa...
Mark van Heeswijk, Yoan Miche, Tiina Lindh-Knuutil...
ICANN
2005
Springer
15 years 8 months ago
Training of Support Vector Machines with Mahalanobis Kernels
Abstract. Radial basis function (RBF) kernels are widely used for support vector machines. But for model selection, we need to optimize the kernel parameter and the margin paramete...
Shigeo Abe
135
Voted
EUROPAR
2009
Springer
15 years 9 months ago
XJava: Exploiting Parallelism with Object-Oriented Stream Programming
Abstract. This paper presents the XJava compiler for parallel programs. It exploits parallelism based on an object-oriented stream programming paradigm. XJava extends Java with new...
Frank Otto, Victor Pankratius, Walter F. Tichy