PRICAI'98: Topics in Artificial Intelligence : 5th Pacific Rim International Conference on Artificial Intelligence, Singapore, November 22-27, 1998, Proceedings / edited by Hing-Yan Lee, Hiroshi Motoda.

Format:

Book

Contributor:

Lee, Hing-Yan, editor.

Motoda, Hiroshi, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 1531.

Lecture Notes in Artificial Intelligence ; 1531

Language:

English

Subjects (All):

Artificial intelligence.

Artificial Intelligence.

Local Subjects:

Artificial Intelligence.

Physical Description:

1 online resource (XX, 656 pages).

Edition:

First edition 1998.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1998.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the 5th Pacific Rim International Conference on Artificial Intelligence, PRICAI'98, held in Singapore, in November 1998. The 56 revised papers presented were carefully reviewed and selected from a total of 197 submissions received from 25 countries. The papers are organized in sections on induction; multi-agent architecture; knowledge acquisition, modeling and validation; reasoning; knowledge discovery and data mining; knowledge management; application of fuzzy logic; applications of neural networks; searching; Bayesian networks; text analysis; knowledge structure; inductive logic programming; intelligent systems; foundations of AI; stochastic processes; abduction; information retrieval and speech recognition.

Contents:

Repechage bootstrap aggregating for misclassification cost reduction

Generating classifier committees by stochastically selecting both attributes and training examples

Multi-layer incremental induction

An adaptive agent oriented software architecture

An architecture for multi-agent negotiation using private preferences in a meeting scheduler

Towards agent-oriented smart office based on concurrent logic languages

Analyzing the roles of problem solving and learning in organizational-learning oriented classifier system

Simultaneous modelling and knowledge acquisition using NRDR

Model building and program specification in a case of enterprise design

On the practicality of viewpoint-based requirements engineering

Reasoning without minimality

Reasoning with sets of preferences in default logic

Frugality in reasoning and the role of summary

Data mining for risk analysis and targeted marketing

Applying knowledge discovery to predict infectious disease epidemics

Using decision tree induction for discovering holes in data

DODDLE: A domain ontology rapid development environment

CAMLET: A platform for automatic composition of inductive learning systems using ontologies

Management of worker's experiences: A knowledge-based approach

The minimum description length based decision tree pruning

Hybrid search of feature subsets

Concurrent discretization of multiple attributes

The integration of machine and human knowledge by fuzzy logic for the prediction of stock price index

Computational intelligence techniques for short term generation scheduling in a hybrid energy system

Fuzzy rules extraction based-integration of linguistic and numerical information for hybrid intelligent systems

Reasoning about continuous change

Point-based approaches to qualitative temporal reasoning

An experimental study of reasoning with sequences of point events

A mixture of global and local gated experts for the prediction of high frequency foreign exchange rates

A neural network diagnosis model without disorder independence assumption

Neural network based motion control and applications to non-holonomic mobile manipulators

A geometric approach to anytime constraint solving for TCSPs

Dynamic constraint weighting for over-constrained problems

Time-constrained heuristic search for practical route finding

Using mutual information to determine relevance in Bayesian networks

Context-specific independence, decomposition of conditional probabilities, and inference in Bayesian networks

Derivational grammar approach to morphological analysis of Japanese sentences

An automatic Thai lexical acquisition from text

Knowledge representation issues in information extraction

Structuralization of case-bases, using concept hierarchy

A closer look at preduction

Learning linearly-moded programs from entailment

Learning first-order rules from image applied to glaucoma diagnosis

Knowledge-based formulation of dynamic decision models

An intelligent job counseling system

The layout problem: Investigation and aggregation of artificial intelligence and optimization techniques

Logical fiction: Real vs. ideal

Coherence measure based on average use of formulas

A decision-theoretic approach for pre-sending information on the WWW

Dynamic non-uniform abstractions for approximate planning in large structured stochastic domains

A characterization of contrastive explanations computation

SL method for computing a near-optimal solution using linear and non-linear programming in cost-based hypothetical reasoning

Image retrieval system using KANSEI features

A robust front-end for telephone speech recognition.

Other Format:

Printed edition:

ISBN:

978-3-540-49461-4

9783540494614

Access Restriction:

Restricted for use by site license.