AUSAI
2006
Springer
2006
Springer
MML Mixture Models of Heterogeneous Poisson Processes with Uniform Outliers for Bridge Deterioration
13 years 8 months ago
Effectiveness of maintenance programs of existing concrete bridges is highly dependent on the accuracy of the deterioration parameters utilised in the asset management models of th...
AUSAI
2006
Springer
13 years 8 months ago
2006
Springer
Real-world document classification is an open-ended problem, rather than a close-ended problem, because the document classification domain continually evolves as the time passes. U...
AUSAI
2006
Springer
13 years 8 months ago
2006
Springer
AUSAI
2006
Springer
13 years 8 months ago
2006
Springer
Abstract. In this paper we report preliminary findings of using cellular automata (CA) as an underlying architecture in controlling the motion of a fivelegged brittle star typed ro...
AUSAI
2006
Springer
13 years 8 months ago
2006
Springer
This paper introduces Fuzzy Neural Network controller to increase the ability of a mobile robot in reacting to the dynamic environments. States of robot and environment, for exampl...
AUSAI
2006
Springer
13 years 8 months ago
2006
Springer
Abstract. Mobile devices get to handle much information thanks to the convergence of diverse functionalities. Their environment has great potential of supporting customized service...
AUSAI
2006
Springer
13 years 8 months ago
2006
Springer
A novel type of higher order pipelined neural network, the polynomial pipelined neural network, is presented. The network is constructed from a number of higher order neural networ...
AUSAI
2006
Springer
13 years 8 months ago
2006
Springer
Attribute subsetting is a meta-classification technique, based on learning multiple base-level classifiers on projections of the training data. In prior work with nearest-neighbour...
AUSAI
2006
Springer
13 years 8 months ago
2006
Springer
In this paper, we propose the Kernel Laplacian Eigenmaps for nonlinear dimensionality reduction. This method can be extended to any structured input beyond the usual vectorial data...
AUSAI
2006
Springer
13 years 8 months ago
2006
Springer
The unsupervised nature of cluster analysis means that objects can be clustered in many different ways. This means that different clustering algorithms can lead to vastly different...