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2005
Tsinghua U.
14 years 3 months ago
Cache oblivious stencil computations
We present a cache oblivious algorithm for stencil computations, which arise for example in finite-difference methods. Our algorithm applies to arbitrary stencils in n-dimension...
Matteo Frigo, Volker Strumpen
ISPDC
2005
IEEE
14 years 3 months ago
Designing Agent Based Travel Support System
Online travel support systems have often been cited as an ideal proving ground for agent-based architectures, yet no working systems have materialized. Over the last few years we ...
Minor Gordon, Marcin Paprzycki
IDEAL
2005
Springer
14 years 3 months ago
SOM-Based Novelty Detection Using Novel Data
Novelty detection involves identifying novel patterns. They are not usually available during training. Even if they are, the data quantity imbalance leads to a low classification ...
Hyoungjoo Lee, Sungzoon Cho
IDEAL
2005
Springer
14 years 3 months ago
A Comparative Study of Two Novel Predictor Set Scoring Methods
Due to the large number of genes measured in a typical microarray dataset, feature selection plays an essential role in tumor classification. In turn, relevance and redundancy are ...
Chia Huey Ooi, Madhu Chetty
IDEAL
2005
Springer
14 years 3 months ago
Neural Networks: A Replacement for Gaussian Processes?
Abstract. Gaussian processes have been favourably compared to backpropagation neural networks as a tool for regression. We show that a recurrent neural network can implement exact ...
Matthew Lilley, Marcus R. Frean