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AUSAI
2004
Springer
13 years 11 months ago
A Learning-Based Algorithm Selection Meta-reasoner for the Real-Time MPE Problem
Abstract. The algorithm selection problem aims to select the best algorithm for an input problem instance according to some characteristics of the instance. This paper presents a l...
Haipeng Guo, William H. Hsu
AUSAI
2004
Springer
13 years 11 months ago
A Comparison of BDI Based Real-Time Reasoning and HTN Based Planning
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 ...
Lavindra de Silva, Lin Padgham
AUSAI
2004
Springer
13 years 11 months ago
Adaptive Enhancing of Fingerprint Image with Image Characteristics Analysis
The quality of the fingerprint images greatly affects the performance of the minutiae extraction. In order to improve the performance of the system, many researchers have been made...
Eun-Kyung Yun, Jin-Hyuk Hong, Sung-Bae Cho
AUSAI
2004
Springer
13 years 11 months ago
MML Inference of Oblique Decision Trees
We propose a multivariate decision tree inference scheme by using the minimum message length (MML) principle (Wallace and Boulton, 1968; Wallace and Dowe, 1999). The scheme uses MM...
Peter J. Tan, David L. Dowe
AUSAI
2004
Springer
13 years 9 months ago
Agent-Based Evolutionary Labor Market Model with Strategic Coalition
Abstract. A real-world labor market has complex worksite interactions between a worker and an employer. This paper investigates the behavior patterns of workers and employers with ...
Seung-Ryong Yang, Jun-Ki Min, Sung-Bae Cho