Advanced Topics in Artificial Intelligence : 10th Australian Joint Conference on Artificial Intelligence AI'97, Perth, Australia, November 30 - December 4, 1997. Proceedings / edited by Abdul Sattar.

Format:

Book

Contributor:

Sattar, Abdul, 1931-2019, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 1342.

Lecture Notes in Artificial Intelligence ; 1342

Language:

English

Subjects (All):

Artificial intelligence.

Artificial Intelligence.

Local Subjects:

Artificial Intelligence.

Physical Description:

1 online resource (XVII, 520 pages).

Edition:

First edition 1997.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1997.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the 10th Australian Joint Conference on Artificial Intelligence, AI'97, held in Perth, Australia, in November/December 1997. The volume presents 48 revised full papers selected from a total of 143 submissions. Also included are three keynote talks and one invited paper. The book is divided into topical sections on constraint satisfaction and scheduling, computer vision, distributed AI, evolutionary computing, knowledge-based systems, knowledge representation and reasoning, learning and machine vision, machine learning, NLP and user modeling, neural networks, robotics and machine recognition, and temporal qualitative reasoning.

Contents:

Controlling autonomous robots with Golog

Video query and retrieval

On finding needles in WWW haystacks

Extending dynamic backtracking for distributed constraint satisfaction problems

Constraint-directed backtracking

Applied partial constraint satisfaction using weighted iterative repair

The application of mutual information to the registration of stereo and temporal images of the retina

Kalman filtering from a phase based optical flow operator

Adaptive constraint restoration and error analysis using a neural network

Exploring agent cooperation: Studies with a simple pursuit game

The serializability problem in a parallel rule-based system: A solution by distributed coordination

Optimal communication among team members

Dominant and recessive genes in evolutionary systems applied to spatial reasoning

Using multi-chromosomes to solve a simple mixed integer problem

Hierarchical and feed-forward fuzzy Logic for financial modelling and prediction

A knowledge-based system for workflow management using the world wide web

Use of partial functional dependencies to make practical approximate translations among forms of propositional expert systems

NRDR for the acquisition of search knowledge

Rapid prototyping of executable problem solving methods using MODEL-ECS

Preferential semantics for causal fixpoints

Belief update, the Markovian situation calculus, and discrete event systems

A notion of correctness with theories containing theoretical terms

Inductive properties of states

Describing plan recognition as nonmonotonic reasoning and belief revision

Specification morphisms for nonmonotonic knowledge systems

Representation results for default logics

Proving quantified literals in defeasible logic

Fuzzy hierarchical pattern recognition for robotics applications

Adaptive curvature-based topography for learning symbolic descriptions of terrain maps

A computer assisted image analysis system for diagnosing movement disorders

Vowel recognition for speaker independent Chinese speech recognition

Beat induction and rhythm recognition

Boosting neural networks in real world applications: An empirical study

Machine learning of credible classifications

Mining the knowledge mine

Using decision trees for agent modelling: A study on resolving conflicting predictions

Sample set assessment for providing personalised recommendations

Integrated correction of ill-formed sentences

Information filtering for context-sensitive browsing

The T-SOM (Tree-SOM)

Extending and benchmarking the CasPer algorithm

Disconcepts and fuzzy cognitive maps

Weight sensitive Boolean extraction produces compact expressions

Learning temporal sequences in recurrent self-organising neural nets

Three-dimensional scene analysis using multiple range finders - Data capture, coordinate transformations and initial segmentation

Sensor-based robotic automation of mushroom farming - Preliminary considerations

Creating adroit mechanisms by using large numbers of simple homogeneous structures

A nephelometric tactile sensor

Finger track - A robust and real-time gesture interface

A constraint mechanism for knowledge specification of simulation systems based on temporal logic

Controlling engineering problem solving

Evaluating a qualitative reasoner.

Other Format:

Printed edition:

ISBN:

978-3-540-69649-0

9783540696490

Access Restriction:

Restricted for use by site license.