Advanced Topics in Artificial Intelligence

Table of Contents

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   Book Overview
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   Chapter 1 Generating Rule Sets from Model Trees
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   Chapter 2 Classifying and Learning Cricket Shots Using Camera Motion
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   Chapter 3 Unsupervised Learning in Metagame
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   Chapter 4 A Neural Networks Based Approach for Fast Mining Characteristic Rules
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   Chapter 5 FANRE: A Fast Adaptive Neural Regression Estimator
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   Chapter 6 Neural Networks for Defuzification of Fuzzy Rules: An Application in Macroeconomic Forecasting
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   Chapter 7 Semantic Integration of Databases Using Linguistic Knowledge
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   Chapter 8 Representing ‘Just Invalid’ Knowledge
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    Chapter 9 Maximising Expected Utility for Behaviour Arbitration
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    Chapter 10 Generating Natural Language Descriptions of Project Plans
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    Chapter 11 Categorizing Unknown Words: A Decision Tree-Based Misspelling Identifier
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    Chapter 12 Sync/Trans: Simultaneous Machine Interpretation between English and Japanese
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    Chapter 13 Minimal Belief Change and Pareto-Optimality
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    Chapter 14 Basic Infobase Change
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    Chapter 15 A Framework for Multi-Agent Belief Revision Part I: The Role of Ontology
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    Chapter 16 Genetic Programming for Multiple Class Object Detection
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    Chapter 17 A Simulated Annealing-Based Learning Algorithm for Boolean DNF
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    Chapter 18 Mutant: A Genetic Learning System
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    Chapter 19 Computing Least Common Subsumers in Expressive Description Logics
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    Chapter 20 E-SETHEO: Design, Configuration and Use of a Parallel Automated Theorem Prover
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    Chapter 21 PTTP+GLiDeS: Guiding Linear Deductions with Semantics
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    Chapter 22 Neural Network Learning Using Low-Discrepancy Sequence
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    Chapter 23 An Investigation into the Effect of Ensemble Size and Voting Threshold on the Accuracy of Neural Network Ensembles
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    Chapter 24 Neurofuzzy Learning of Mobile Robot Behaviours
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    Chapter 25 INDu: An Interval & Duration Network
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    Chapter 26 A Logical Framework for Inductive Inference and Its Rationality
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    Chapter 27 Semantics for Pollock’s Defeasible Reasoning
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    Chapter 28 Feasibility of Optimised Disjunctive Reasoning for Approximate Matching
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    Chapter 29 An Examination of Probabilistic Value-Ordering Heuristics
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    Chapter 30 Heuristics and Experiments on BDD Representation of Boolean Functions for Expert Systems in Software Verification Domains
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    Chapter 31 Abduction without Minimality
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    Chapter 32 Causal Propagation Semantics — A Study
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    Chapter 33 Arc Weights for Approximate Evaluation of Dynamic Belief Networks
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    Chapter 34 Finding Outpoints in Noisy Binary Sequences — A Revised Empirical Evaluation
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    Chapter 35 Q-Learning in Continuous State and Action Spaces
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    Chapter 36 On Understanding Global Behavior of Teams in Robot Soccer Simulators
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    Chapter 37 Visual Human-Machine Interaction
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    Chapter 38 Applying Ant Algorithms and the No Fit Polygon to the Nesting Problem
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    Chapter 39 Fisheye Matching: Viewpoint-Sensitive Feature Generation Based on Concept Structure
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    Chapter 40 A Procedural Approach for Rule Based Update
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    Chapter 41 Learning Logic Programs with Local Variables from Positive Examples
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    Chapter 42 Estimating Problem Value in an Intelligent Tutoring System Using Bayesian Networks
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    Chapter 43 Evaluation of Number-Kanji Translation Method of Non-Segmented Japanese Sentences Using Inductive Learning with Degenerated Input
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    Chapter 44 A Serving Agent for Integrating Soft Computing and Software Agents
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    Chapter 45 A Visual Geographic Knowledge Classification and Its Relationship to the KADS Model
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    Chapter 46 A Constraint Optimization Framework for MultiAgent Anytime Scheduling
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    Chapter 47 Evolving Modular Neural Networks Using Rule-Based Genetic Programming
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    Chapter 48 A Trajectory Approach to Causality
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    Chapter 49 Bayesian Reasoning for Diagnosing Student Misconceptions about Decimals
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    Chapter 50 Reconsidering Fitness and Convergence in Co-evolutionary Design
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    Chapter 51 A Proposal of Generating Artistic Japanese Calligraphic Fonts
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    Chapter 52 Using Competitive Learning in Neural Networks for Cluster-Detection-and-Labeling
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    Chapter 53 Knowledge-Based Communication Processes in Building Design
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    Chapter 54 Information-Based Cooperation in Multiple Agent Systems