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5. PRICAI 1998: Singapore
- Hing-Yan Lee, Hiroshi Motoda:
PRICAI'98, Topics in Artificial Intelligence, 5th Pacific Rim International Conference on Artificial Intelligence, Singapore, November 22-27, 1998, Proceedings. Lecture Notes in Computer Science 1531, Springer 1998, ISBN 3-540-65271-X
Induction (Improving Classifier's Accuracy)
- R. Mike Cameron-Jones, Linda Richards:
Repechage Bootstrap Aggregating for Misclassification Cost Reduction. 1-11 - Zijian Zheng:
Generating Classifier Commitees by Stochastically Selecting both Attributes and Training Examples. 12-23 - Xindong Wu, William H. W. Lo:
Multi-layer Incremental Induction. 24-32
Multi Agent Architecture
- Babak Hodjat, Christopher J. Savoie, Makoto Amamiya:
An Adaptive Agent Oriented Software Architecture. 33-46 - Toramatsu Shintani, Takayuki Ito:
An Architecture for Multi-agent Negotiation Using Private Preferences in a Meeting Scheduler. 47-58 - Hiroyuki Nishiyama, Hayato Ohwada, Fumio Mizoguchi:
Towards Agent-Oriented Smart Office Based on Concurrent Logic Languages. 59-70 - Keiki Takadama, Shinichi Nakasuka, Takao Terano:
Amalyzing the Roles of Problem Solving and Learning in Organizational-Learning Oriented Classifier System. 71-82
Knowledge Acquisition, Modeling and Vadation
- Ghassan Beydoun
, Achim G. Hoffmann:
Simultaneous Modelling and Knowledge Acquisition Using NRDR. 83-95 - Setsuo Ohsuga, Takanori Nishio:
Model Building and Program Specification - In a Case of Enterprise Design. 96-109 - Tim Menzies, Sam Waugh:
On the Practicality of Viewpoint-Based Requirements Engineering. 110-121
Reasoning (Non-monotonic Reasoning, Default Logic, Commonsense Reasoning)
- Abhaya C. Nayak
Reasoning without Minimality. 122-133 - James P. Delgrande, Torsten Schaub:
Reasoning with Sets of Preferences in Default Logic. 134-145 - Janet Aisbett, Greg Gibbon:
Frugality in Reasoning and the Role of Summary. 146-157
Knowledge Discovery and Data Mining
- G. Jha, Siu Cheung Hui:
Data Mining for Risk Analysis and Targeted Marketing. 158-169 - Syed Sibte Raza Abidi
Applying Knowledge Discovery to Predict Infectious Disease Epidemics. 170-181 - Bing Liu, Ke Wang, Lai-Fun Mun, Xin-Zhi Qi:
Using Decision Tree Induction for Discovering Holes in Data. 182-193
Knowledge Management (Ontology, Individual and Collective Knowledge)
- Rieko Sekiuchi, Chizuru Aoki, Masaki Kurematsu, Takahira Yamaguchi:
DODDLE: A Domain Ontology Rapid Development Environment. 194-204 - Akihiro Suyama, Naoya Negishi, Takahira Yamaguchi:
CAMLET: A Platform for Automatic Composition of Inductive Learning Systems Using Ontologies. 205-215 - Leila Alem, Pierre Marcenac:
Management of Worker's Experiences: A Knowledge-Based Approach. 216-227
Induction (Decision Tree Pruning, Feature Selection, Feature Discretization)
- Igor Kononenko:
The Minimum Description Length Based Decision Tree Pruning. 228-237 - Manoranjan Dash, Huan Liu:
Hybrid Search of Feature Subsets. 238-249 - Ke Wang, Bing Liu:
Concurrent Discretization of Multiple Attributes. 250-259
Application of Fuzzy Logic
- Myoung-Jong Kim, Ingoo Han, Kun Chang Lee:
The Integration of Machine and Human Knowledge by Fuzzy Logic for the Prediction of Price Index. 260-271 - Chun Che Fung
Computational Intelligence Techniques for Short Term Generation Scheduling in a Hybrid Energy System. 272-281 - Changjiu Zhou, Qingchun Meng:
Fuzzy Rule Extraction Based-Integration of Linguistic and Numerical Information for Hybrid Intelligence Systems. 282-293
Reasoning (Temporal Reasoning, Event Calculus)
- Tyrone O'Neill, Norman Y. Foo:
Reasoning about Continuous Change. 294-304 - Tim Van Allen, James P. Delgrande, Arvind Gupta:
Point-Based Approaches to Qualitative Temporal Reasoning. 305-316 - Rattana Wetprasit, Abdul Sattar, Matthew Beaumont:
An Experimental Study of Reasoning with Sequences of Point Events. 317-328
Application of Neural Network
- Doan B. Hoang, G. Williamson:
A Mixture of Global and Local Gated Experts for the Prediction of High Frequency Foreign Exchange Rates. 329-340 - Yue Xu, Chengqi Zhang
A Neural Network Diagnosis Model without Disorder Independence Assumption. 341-352 - M. W. Chen, Ali M. S. Zalzala:
Neural Network Based Motion Control and Applications to Non-holonomic Mobile Manipulators. 353-364
Search (Constraint Satisfaction, Heuristic Search)
- Hong-ming Yeh, Jane Yung-jen Hsu, Han-Shen Huang:
A Geometric Approach to Anytime Constraint Solving for TCSPs. 365-376 - John Thornton, Abdul Sattar:
Dynamic Constraint Weighting for Over-Constrained Problems. 377-388 - Hironori Hiraishi
Time-Constrained HeuristicSearch for Practical Route Finding. 389-398
Bayesian Network
- Ann E. Nicholson
Using Mutual Information to Determine Relevance in Bayesian Networks. 399-410 - Nevin Lianwen Zhang:
Context-Specific Independence, Decomposition of Conditional Probabilities, and Inference in Bayesian Networks. 411-423
Text Analysis (Summarization, Morphological Analysis)
- Yasuhiro Ogawa, Muhtar Mahsut, Katsuhiko Toyama, Yasuyoshi Inagaki:
Derivational Grammar Approach to Morphological Analysis of Japanese Sentences. 424-435 - Chuleerat Jaruskulchai:
An Automatic Thai Lexical Acquisition from Text. 436-447
Knowledge Structure
- Li Kwang Angela Wee, Loong Cheong Tong, Chew Lim Tan:
Knowledge Representation Issues in Information Extraction. 448-458 - Toyohide Watanabe, Masataka Yamada:
Structuralization of Case-Bases, Using Concept Hierarchy. 459-470
Induction (Inductive Logic Programming)
- Allen P. Courtney, Norman Y. Foo:
A Closer Look at Preduction. 471-481 - M. R. K. Krishna Rao, Abdul Sattar:
Learning Linearly-Moded Programs from Entailment. 482-493 - Hayato Ohwada, Makiko Daidoji, Shiroaki Shirato, Fumio Mizoguchi:
Learning First-Order Rules from Image Applied to Glaucoma Diagnosis. 494-505
Intelligent Systems
- Chenggang Wang, Tze-Yun Leong
Knowledge-Based Formulation of Dynamic Decision Models. 506-517 - James N. K. Liu, Thomas Mak, Brian Tang, Katie Ma, Zikey Tsang:
An Intelligent Job Counseling System. 518-529 - Hamdy Elwany, Mohamed G. Abou-Ali
The Layout Problem: Investigation and Aggregation of Artificial Intelligence and Optimization Techniques. 530-541
Foundation of AI
- Roderic A. Girle
Logical Fiction: Real vs. Ideal. 542-552 - Rex Bing Hung Kwok, Abhaya C. Nayak
Coherence Measure Based on Average Use of Formulas. 553-564 - Norman Y. Foo:
Diagrammatic Reasoning About Linked Lists. 565-574
Stochastic Process
- Ann E. Nicholson
A Decision-Theoretic Approach for Pre-sending Information on the WWW. 575-586 - Jiri Baum, Ann E. Nicholson:
Dynamic Non-uniform Abstractions for Approximate Planning in Large Structured Stochastic Domains. 587-598
Abduction (Explanation, Hypothetical Reasoning)
- Alex Kean:
A Characterization of Contrastive Explanations Computation. 599-610 - Mitsuru Ishizuka, Yutaka Matsuo:
SL Method for Computing a Near-Optimal Solution Using Linear and Non-linear Programming in Cost-Based Hypothetical Reasoning. 611-625
Image Retrieval and Speech Recognition
- Hideyuki Kobayashi, Yoriyuki Okouchi, Shunji Ota:
Image Retrieval System Using KANSEI Features. 626-635 - Hoon-Young Cho, Sang-Mun Chi, Yung-Hwan Oh:
A Robust Front-End for Telephone Speech Recognition. 636-644
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