CP
1999
Springer
14 years 1 days ago
1999
Springer
The behaviour of many systems is naturally modelled by a set of ordinary differential equations (ODEs) which are parametric. Since decisions are often based on relations over these...
CP
1999
Springer
14 years 1 days ago
1999
Springer
AUSAI
1999
Springer
14 years 1 days ago
1999
Springer
AUSAI
1999
Springer
14 years 1 days ago
1999
Springer
This paper analyzes the notion of a minimal belief change that incorporates new information. I apply the fundamental decisiontheoretic principle of Pareto-optimality to derive a no...
AUSAI
1999
Springer
14 years 1 days ago
1999
Springer
AUSAI
1999
Springer
14 years 1 days ago
1999
Springer
Computing least common subsumers in description logics is an important reasoning service useful for a number of applications. As shown in the literature, this reasoning service ca...
AUSAI
1999
Springer
14 years 1 days ago
1999
Springer
Abstract. Description logics are powerful knowledge representation systems providing well-founded and computationally tractable classification reasoning. However recognition of in...
AUSAI
1999
Springer
14 years 1 days ago
1999
Springer
Model trees—decision trees with linear models at the leaf nodes—have recently emerged as an accurate method for numeric prediction that produces understandable models. However,...
AUSAI
1999
Springer
14 years 1 days ago
1999
Springer
Abstract. Q-learning can be used to learn a control policy that maximises a scalar reward through interaction with the environment. Qlearning is commonly applied to problems with d...
AUSAI
1999
Springer
14 years 1 days ago
1999
Springer
In previous work solutions for the nesting problem are produced using the no fit polygon (NFP), a new evaluation method and three evolutionary algorithms (simulated annealing (SA),...