Advanced Topics in Artificial Intelligence : 12th Australian Joint Conference on Artificial Intelligence, AI'99, Sydney, Australia, December 6-10, 1999, Proceedings / edited by Norman Foo.

Format:

Book

Contributor:

Foo, N. Y. (Norman Y.), editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 1747.

Lecture Notes in Artificial Intelligence ; 1747

Language:

English

Subjects (All):

Artificial intelligence.

Artificial Intelligence.

Local Subjects:

Artificial Intelligence.

Physical Description:

1 online resource (XVI, 508 pages).

Edition:

First edition 1999.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1999.

System Details:

text file PDF

Summary:

The 12th Australian Joint Conference on Artificial Intelligence (AI'QQ) held in Sydney, Australia, 6-10 December 1999, is the latest in a series of annual re- gional meetings at which advances in artificial intelligence are reported. This series now attracts many international papers, and indeed the constitution of the program committee reflects this geographical diversity. Besides the usual tutorials and workshops, this year the conference included a companion sympo- sium at which papers on industrial appUcations were presented. The symposium papers have been published in a separate volume edited by Eric Tsui. Ar99 is organized by the University of New South Wales, and sponsored by the Aus- tralian Computer Society, the Commonwealth Scientific and Industrial Research Organisation (CSIRO), Computer Sciences Corporation, the KRRU group at Griffith University, the Australian Artificial Intelligence Institute, and Neuron- Works Limited Ar99 received over 120 conference paper submissions, of which about o- third were from outside Australia. Prom these, 39 were accepted for regular presentation, and a further 15 for poster display. These proceedings contain the full regular papers and extended summaries of the poster papers. All papers were refereed, mostly by two or three reviewers selected by members of the program committee, and a list of these reviewers appears later. The technical program comprised two days of workshops and tutorials, fol- lowed by three days of conference and symposium plenary and paper sessions.

Contents:

Machine Learning I

Generating Rule Sets from Model Trees

Classifying and Learning Cricket Shots Using Camera Motion

Unsupervised Learning in Metagame

Neural Nets

A Neural Networks Based Approach for Fast Mining Characteristic Rules

FANRE: A Fast Adaptive Neural Regression Estimator

Neural Networks for Defuzification of Fuzzy Rules: An Application in Macroeconomic Forecasting

Knowledge Representation I

Semantic Integration of Databases Using Linguistic Knowledge

Representing 'Just Invalid' Knowledge

Maximising Expected Utility for Behaviour Arbitration

Natural Language

Generating Natural Language Descriptions of Project Plans

Categorizing Unknown Words: A Decision Tree-Based Misspelling Identifier

Sync/Trans: Simultaneous Machine Interpretation between English and Japanese

Belief Revision

Minimal Belief Change and Pareto-Optimality

Basic Infobase Change

A Framework for Multi-Agent Belief Revision Part I: The Role of Ontology

Adaptive Algorithms

Genetic Programming for Multiple Class Object Detection

A Simulated Annealing-Based Learning Algorithm for Boolean DNF

Mutant: A Genetic Learning System

Automated Reasoning

Computing Least Common Subsumers in Expressive Description Logics

E-SETHEO: Design, Configuration and Use of a Parallel Automated Theorem Prover

PTTP+GLiDeS: Guiding Linear Deductions with Semantics

Neural Learning

Neural Network Learning Using Low-Discrepancy Sequence

An Investigation into the Effect of Ensemble Size and Voting Threshold on the Accuracy of Neural Network Ensembles

Neurofuzzy Learning of Mobile Robot Behaviours

Knowledge Representation II

INDu: An Interval and Duration Network

A Logical Framework for Inductive Inference and Its Rationality

Semantics for Pollock's Defeasible Reasoning

Heuristics

Feasibility of Optimised Disjunctive Reasoning for Approximate Matching

An Examination of Probabilistic Value-Ordering Heuristics

Heuristics and Experiments on BDD Representation of Boolean Functions for Expert Systems in Software Verification Domains

Knowledge Representation III

Abduction without Minimality

Causal Propagation Semantics - A Study

Arc Weights for Approximate Evaluation of Dynamic Belief Networks

Machine Learning II

Finding Outpoints in Noisy Binary Sequences - A Revised Empirical Evaluation

Q-Learning in Continuous State and Action Spaces

Applications

On Understanding Global Behavior of Teams in Robot Soccer Simulators

Visual Human-Machine Interaction

Applying Ant Algorithms and the No Fit Polygon to the Nesting Problem

Poster Papers (Extended Summary)

Fisheye Matching: Viewpoint-Sensitive Feature Generation Based on Concept Structure

A Procedural Approach for Rule Based Update

Learning Logic Programs with Local Variables from Positive Examples

Estimating Problem Value in an Intelligent Tutoring System Using Bayesian Networks

Evaluation of Number-Kanji Translation Method of Non-Segmented Japanese Sentences Using Inductive Learning with Degenerated Input

A Serving Agent for Integrating Soft Computing and Software Agents

A Visual Geographic Knowledge Classification and Its Relationship to the KADS Model

A Constraint Optimization Framework for MultiAgent Anytime Scheduling

Evolving Modular Neural Networks Using Rule-Based Genetic Programming

A Trajectory Approach to Causality

Bayesian Reasoning for Diagnosing Student Misconceptions about Decimals

Reconsidering Fitness and Convergence in Co-evolutionary Design

A Proposal of Generating Artistic Japanese Calligraphic Fonts

Using Competitive Learning in Neural Networks for Cluster-Detection-and-Labeling

Knowledge-Based Communication Processes in Building Design

Information-Based Cooperation in Multiple Agent Systems.

Other Format:

Printed edition:

ISBN:

978-3-540-46695-6

9783540466956

Access Restriction:

Restricted for use by site license.