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Pricai'98: Topics in Artificial Intelligence : 5th Pacific Rim International Conference on Artificial Intelligence, Singapore, November 22-27, 1998, Proceedings - Hing-Yan Lee

Pricai'98: Topics in Artificial Intelligence

5th Pacific Rim International Conference on Artificial Intelligence, Singapore, November 22-27, 1998, Proceedings

By: Hing-Yan Lee (Editor), Hiroshi Motoda (Editor)

Paperback Published: 4th November 1998
ISBN: 9783540652717
Number Of Pages: 656

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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.

Repechage Bootstrap Aggregating for Misclassification Cost Reductionp. 1
Generating Classifier Committees by Stochastically Selecting both Attributes and Training Examplesp. 12
Multi-layer Incremental Inductionp. 24
An Adaptive Agent Oriented Software Architecturep. 33
An Architecture for Multi-agent Negotiation Using Private Preferences in a Meeting Schedulerp. 47
Towards Agent-Oriented Smart Office Based on Concurrent Logic Languagesp. 59
Analyzing the Roles of Problem Solving and Learning in Organizational-Learning Oriented Classifier Systemp. 71
Simultaneous Modelling and Knowledge Acquisition Using NRDRp. 83
Model Building and Program Specification - In a Case of Enterprise Designp. 96
On the Practicality of Viewpoint-Based Requirements Engineeringp. 110
Reasoning without Minimalityp. 122
Reasoning with Sets of Preferences in Default Logicp. 134
Frugality in Reasoning and the Role of Summaryp. 146
Data Mining for Risk Analysis and Targeted Marketingp. 158
Applying Knowledge Discovery to Predict Infectious Disease Epidemicsp. 170
Using Decision Tree Induction for Discovering Holes in Datap. 182
DODDLE: A Domain Ontology Rapid Development Environmentp. 194
CAMLET: A Platform for Automatic Composition of Inductive Learning Systems Using Ontologiesp. 205
Management of Worker's Experiences: A Knowledge-Based Approachp. 216
The Minimum Description Length Based Decision Tree Pruningp. 228
Hybrid Search of Feature Subsetsp. 238
Concurrent Discretization of Multiple Attributesp. 250
The Integration of Machine and Human Knowledge by Fuzzy Logic for the Prediction of Stock Price Indexp. 260
Computational Intelligence Techniques for Short Term Generation Scheduling in a Hybrid Energy Systemp. 272
Fuzzy Rule Extraction Based-Integration of Linguistic and Numerical Information for Hybrid Intelligent Systemsp. 282
Reasoning about Continuous Changep. 294
Point-Based Approaches to Qualitative Temporal Reasoningp. 305
An Experimental Study of Reasoning with Sequences of Point Eventsp. 317
A Mixture of Global and Local Gated Experts for the Prediction of High Frequency Foreign Exchange Ratesp. 329
A Neural Network Diagnosis Model without Disorder Independence Assumptionp. 341
Neural Network Based Motion Control and Applications to Non-holonomic Mobile Manipulatorsp. 353
A Geometric Approach to Anytime Constraint Solving for TCSPsp. 365
Dynamic Constraint Weighting for Over-Constrained Problemsp. 377
Time-Constrained Heuristic Search for Practical Route Findingp. 389
Using Mutual Information to Determine Relevance in Bayesian Networksp. 399
Context-Specific Independence, Decomposition of Conditional Probabilities, and Inference in Bayesian Networksp. 411
Derivational Grammar Approach to Morphological Analysis of Japanese Sentencesp. 424
An Automatic Thai Lexical Acquisition from Textp. 436
Knowledge Representation Issues in Information Extractionp. 448
Structuralization of Case-Bases, Using Concept Hierarchyp. 459
A Closer Look at Preductionp. 471
Learning Linearly-Moded Programs from Entailmentp. 482
Learning First-Order Rules from Image Applied to Glaucoma Diagnosisp. 494
Knowledge-Based Formulation of Dynamic Decision Modelsp. 506
An Intelligent Job Counseling Systemp. 518
The Layout Problem: Investigation and Aggregation of Artificial Intelligence and Optimization Techniquesp. 530
Logical Fiction: Real vs. Idealp. 542
Coherence Measure Based on Average Use of Formulasp. 553
Diagrammatic Reasoning About Linked Listsp. 565
A Decision-Theoretic Approach for Pre-sending Information on the WWWp. 575
Dynamic Non-uniform Abstractions for Approximate Planning in Large Structured Stochastic Domainsp. 587
A Characterization of Contrastive Explanations Computationp. 599
SL Method for Computing a Near-Optimal Solution Using Linear and Non-linear Programming in Cost-Based Hypothetical Reasoningp. 611
Image Retrieval System Using KANSEI Featuresp. 626
A Robust Front-End for Telephone Speech Recognitionp. 636
Author Indexp. 645
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540652717
ISBN-10: 354065271X
Series: Pricai'98
Audience: General
Format: Paperback
Language: English
Number Of Pages: 656
Published: 4th November 1998
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 3.45
Weight (kg): 0.93

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