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Preface | |
The Observer Algorithm for Visibility Approximation | p. 3 |
Efficient AUC Maximization with Regularized Least-Squares | p. 12 |
Fast Learning in an Actor-Critic Architecture with Reward and Punishment | p. 20 |
Explanatory Capabilities in the CREEK Knowledge-Intensive Case-Based Reasoner | p. 28 |
Case-based Reasoning for Ontology Engineering | p. 36 |
Defect Prediction in Hot Strip Rolling Using ANN and SVM | p. 44 |
A Framework For Human-Aware Robot Planning | p. 52 |
The Problem of Object Recognition in the Presence of Noise in Original Data | p. 60 |
Troubleshooting when Action Costs are Dependent with Application to a Truck Engine | p. 68 |
A Sparse Regularized Least-Squares Preference Learning Algorithm | p. 76 |
Supporting Maritime Situation Awareness Using Self Organizing Maps and Gaussian Mixture Models | p. 84 |
Better Safe than Sorry - Optimal Troubleshooting through A* Search with Efficiency-based Pruning | p. 92 |
Combining Measurement Data and Erlang-B Formula for Blocking Prediction in GSM Networks | p. 98 |
Load Prediction Using Combination of Neural Networks and Simple Strategies | p. 106 |
Towards Automatic Model Generation by Optimization | p. 114 |
A Heuristic-Based Approach for a Betting Strategy in Texas Hold'em Poker | p. 124 |
Chipper - A Novel Algorithm for Concept Description | p. 133 |
A Novel Framework for Case-Based Decision Analysis | p. 141 |
Bayesian Inference Under Probability Constraints | p. 151 |
Acting under Interference by other Agents with unknown Goals | p. 157 |
Sharing Moral Responsibility with Robots: A Pragmatic Approach | p. 165 |
Foundation for Program Understanding | p. 169 |
Looking for Planning Problems Solvable in Polynomial Time via Investigation of Structures of Action Dependencies | p. 175 |
Reducing temporal delays in a real time train management system | p. 181 |
The Many Faces of Biosurveillance | p. 191 |
Probabilistic-Logic Models: Reasoning and Learning with Relational Structures | p. 197 |
CBR for Advice Giving in a Data-Intensive Environment | p. 201 |
Modeling Habituation in the Cnidarian Hydra | p. 206 |
Subject Index | p. 215 |
Author Index | p. 217 |
Table of Contents provided by Blackwell. All Rights Reserved. |
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