PRICAI’98: Topics in Artificial Intelligence: 5th Pacific Rim International Conference on Artificial Intelligence Singapore, November 22–27, 1998 Proceedings

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