AUSAI
2004
Springer
14 years 4 months ago
2004
Springer
We present here an original work that uses machine learning techniques to combine time series forecasts. In this proposal, a machine learning technique uses features of the series ...
AUSAI
2004
Springer
14 years 4 months ago
2004
Springer
The Belief-Desire-Intention (BDI) model of agency is an architecture based on Bratman’s theory of practical reasoning. Hierarchical Task Network (HTN) decomposition on the other ...
AUSAI
2004
Springer
14 years 4 months ago
2004
Springer
Abstract. The particle filter has attracted considerable attention in visual tracking due to its relaxation of the linear and Gaussian restrictions in the state space model. It is...
AUSAI
2004
Springer
14 years 4 months ago
2004
Springer
AUSAI
2004
Springer
14 years 4 months ago
2004
Springer
Abstract. Traditional approaches to evolvable hardware (EHW), using a direct encoding, have not scaled well with increases in problem complexity. To overcome this there have been m...
AUSAI
2004
Springer
14 years 4 months ago
2004
Springer
Speech recognition technique is expected to make a great impact on many user interface areas such as toys, mobile phones, PDAs, and home appliances. Those applications basically re...
AUSAI
2004
Springer
14 years 4 months ago
2004
Springer
One problem many Web users encounter is to keep track of changes of distant Web sources. Push services, informing clients about data changes, are frequently not provided by Web ser...
AUSAI
2004
Springer
14 years 4 months ago
2004
Springer
Abstract. Analysis of queries posed to open-domain question-answering systems indicates that particular types of queries are dominant, e.g., queries about the identity of people, a...
AUSAI
2004
Springer
14 years 4 months ago
2004
Springer
AUSAI
2004
Springer
14 years 4 months ago
2004
Springer
In this paper, we propose a dynamic allocation method of basis functions, an Allocation/Elimination Gaussian Softmax Basis Function Network (AE-GSBFN), that is used in reinforcemen...