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.
Author(s): Mike Cameron-Jones, Linda Richards (auth.), Hing-Yan Lee, Hiroshi Motoda (eds.)
Series: Lecture Notes in Computer Science 1531 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 1998
Language: English
Pages: 656
Tags: Artificial Intelligence (incl. Robotics)
Repechage bootstrap aggregating for misclassification cost reduction....Pages 1-11
Generating classifier committees by stochastically selecting both attributes and training examples....Pages 12-23
Multi-layer incremental induction....Pages 24-32
An adaptive agent oriented software architecture....Pages 33-46
An architecture for multi-agent negotiation using private preferences in a meeting scheduler....Pages 47-58
Towards agent-oriented smart office based on concurrent logic languages....Pages 59-70
Analyzing the roles of problem solving and learning in organizational-learning oriented classifier system....Pages 71-82
Simultaneous modelling and knowledge acquisition using NRDR....Pages 83-95
Model building and program specification in a case of enterprise design....Pages 96-109
On the practicality of viewpoint-based requirements engineering....Pages 110-121
Reasoning without minimality....Pages 122-133
Reasoning with sets of preferences in default logic....Pages 134-145
Frugality in reasoning and the role of summary....Pages 146-157
Data mining for risk analysis and targeted marketing....Pages 158-169
Applying knowledge discovery to predict infectious disease epidemics....Pages 170-181
Using decision tree induction for discovering holes in data....Pages 182-193
DODDLE: A domain ontology rapid development environment....Pages 194-204
CAMLET: A platform for automatic composition of inductive learning systems using ontologies....Pages 205-215
Management of worker’s experiences: A knowledge-based approach....Pages 216-227
The minimum description length based decision tree pruning....Pages 228-237
Hybrid search of feature subsets....Pages 238-249
Concurrent discretization of multiple attributes....Pages 250-259
The integration of machine and human knowledge by fuzzy logic for the prediction of stock price index....Pages 260-271
Computational intelligence techniques for short term generation scheduling in a hybrid energy system....Pages 272-281
Fuzzy rules extraction based-integration of linguistic and numerical information for hybrid intelligent systems....Pages 282-293
Reasoning about continuous change....Pages 294-304
Point-based approaches to qualitative temporal reasoning....Pages 305-316
An experimental study of reasoning with sequences of point events....Pages 317-328
A mixture of global and local gated experts for the prediction of high frequency foreign exchange rates....Pages 329-340
A neural network diagnosis model without disorder independence assumption....Pages 341-352
Neural network based motion control and applications to non-holonomic mobile manipulators....Pages 353-364
A geometric approach to anytime constraint solving for TCSPs....Pages 365-376
Dynamic constraint weighting for over-constrained problems....Pages 377-388
Time-constrained heuristic search for practical route finding....Pages 389-398
Using mutual information to determine relevance in Bayesian networks....Pages 399-410
Context-specific independence, decomposition of conditional probabilities, and inference in Bayesian networks....Pages 411-423
Derivational grammar approach to morphological analysis of Japanese sentences....Pages 424-435
An automatic Thai lexical acquisition from text....Pages 436-447
Knowledge representation issues in information extraction....Pages 448-458
Structuralization of case-bases, using concept hierarchy....Pages 459-470
A closer look at preduction....Pages 471-481
Learning linearly-moded programs from entailment....Pages 482-493
Learning first-order rules from image applied to glaucoma diagnosis....Pages 494-505
Knowledge-based formulation of dynamic decision models....Pages 506-517
An intelligent job counseling system....Pages 518-529
The layout problem: Investigation and aggregation of artificial intelligence and optimization techniques....Pages 530-541
Logical fiction: Real vs. ideal....Pages 542-552
Coherence measure based on average use of formulas....Pages 553-564
A decision-theoretic approach for pre-sending information on the WWW....Pages 575-586
Dynamic non-uniform abstractions for approximate planning in large structured stochastic domains....Pages 587-598
A characterization of contrastive explanations computation....Pages 599-610
SL method for computing a near-optimal solution using linear and non-linear programming in cost-based hypothetical reasoning....Pages 611-625
Image retrieval system using KANSEI features....Pages 626-635
A robust front-end for telephone speech recognition....Pages 636-644
