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ORCID12. Australian Joint Conference on Artificial Intelligence 1999: Sydney, Australia
- Norman Y. Foo:
Advanced Topics in Artificial Intelligence, 12th Australian Joint Conference on Artificial Intelligence, AI '99, Sydney, Australia, December 6-10, 1999, Proceedings. Lecture Notes in Computer Science 1747, Springer 1999, ISBN 3-540-66822-5
Machine Learning I
- Geoffrey Holmes, Mark Hall, Eibe Frank:
Generating Rule Sets from Model Trees. 1-12 - Mihai M. Lazarescu
, Svetha Venkatesh, Geoff A. W. West:
Classifying and Learning Cricket Shots Using Camera Motion. 13-23 - Graham E. Farr, David R. Powell:
Unsupervised Learning in Metagame. 24-35
Neural Nets
- Monzurur Rahman, Xinghuo Yu, Bala Srinivasan:
A Neural Networks Based Approach for Fast Mining Characteristic Rules. 36-47 - Zhi-Hua Zhou, Shifu Chen, Zhaoqian Chen:
FANRE: A Fast Adaptive Neural Regression Estimator. 48-59 - Raouf Veliev, Alexander M. Rubinov, Andrew Stranieri:
Neural Networks for Defuzification of Fuzzy Rules: An Application in Macroeconomic Forecasting. 60-71
Knowledge Representation I
- Jeong-Oog Lee, Doo-Kwon Baik:
Semantic Integration of Databases Using Linguistic Knowledge. 72-83 - John K. Debenham:
Representing "Just Invalid" Knowledge. 84-95 - Julio Rosenblatt:
Maximising Expected Utility for Behaviour Arbitration. 96-108
Natural Language
- Margaret Wasko, Robert Dale:
Generating Natural Language Descriptions of Project Plans. 109-121 - Janine Toole:
Categorizing Unknown Words: A Decision Tree-Based Misspelling Identifier. 122-133 - Shigeki Matsubara, Katsuhiko Toyama, Yasuyoshi Inagaki:
Sync/Trans: Simultaneous Machine Interpretation between English and Japanese. 134-143
Belief Revision
- Oliver Schulte:
Minimal Belief Change and Pareto-Optimality. 144-155 - Thomas Andreas Meyer:
Basic Infobase Change. 156-167 - Wei Liu, Mary-Anne Williams:
A Framework for Multi-Agent Belief Revision, Part I: The Role of Ontology. 168-179
Adaptive Algorithms
- Mengjie Zhang, Victor Ciesielski:
Genetic Programming for Multiple Class Object Detection. 180-192 - Andreas Alexander Albrecht, Kathleen Steinhöfel:
A Simulated Annealing-Based Learning Algorithm for Boolean DNF. 193-204 - Stéphane Calderoni, Pierre Marcenac:
MUTANT: A Genetic Learning System. 205-217
Automated Reasoning
- Thomas Mantay:
Computing Least Common Subsumers in Expressive Description Logics. 218-230 - Gernot Stenz, Andreas Wolf:
E-SETHEO: Design, Configuration and Use of a Parallel Automated Theorem Prover. 231-243 - Marianne Brown, Geoff Sutcliffe:
PTTP+GLiDeS: Guiding Linear Deductions with Semantics. 244-254
Neural Learning
- Ivan Jordanov, Robert Brown:
Neural Network Learning Using Low-Discrepancy Sequence. 255-267 - Robert Cox, David Clark, Alice M. Richardson:
An Investigation into the Effect of Ensemble Size and Voting Threshold on the Accuracy of Neural Network Ensembles. 268-277 - Richard Willgoss, Javaid Iqbal:
Neurofuzzy Learning of Mobile Robot Behaviours. 278-290
Knowledge Representation II
- Arun K. Pujari, G. Vijaya Kumari, Abdul Sattar:
INDU: An Interval and Duration Network. 291-303 - Wei Li:
A Logical Framework for Inductive Inference and Its Rationality. 304-315 - Quoc Bao Vo, Joe Thurbon:
Semantics for Pollock's Defeasible Reasoning. 316-327
Heuristics
- Ian Horrocks, Lin Padgham, Laura Thomson:
Feasibility of Optimised Disjunctive Reasoning for Approximate Matching. 328-339 - Matt Vernooy, William S. Havens:
An Examination of Probabilistic Value-Ordering Heuristics. 340-352 - Masahito Kurihara, Hisashi Kondo:
Heuristics and Experiments on BDD Representation of Boolean Functions for Expert Systems in Software Verification Domains. 353-364
Knowledge Representation III
- Abhaya C. Nayak, Norman Y. Foo:
Abduction without Minimality. 365-377 - Mikhail Prokopenko, Maurice Pagnucco, Pavlos Peppas, Abhaya C. Nayak:
Causal Propagation Semantics - A Study. 378-392 - Nathalie Jitnah, Ann E. Nicholson:
Arc Weights for Approximate Evaluation of Dynamic Belief Networks. 393-404
Machine Learning II
- Murlikrishna Viswanathan, Chris S. Wallace, David L. Dowe, Kevin B. Korb:
Finding Cutpoints in Noisy Binary Sequences - A Revised Empirical Evaluation. 405-416 - Chris Gaskett, David Wettergreen, Alexander Zelinsky:
Q-Learning in Continuous State and Action Spaces. 417-428
Applications
- Victor Korotkikh, Noel Henry Patson:
On Understanding Global Behavior of Teams in Robot Soccer Simulators. 429-439 - Alexander Zelinsky:
Visual Human-Machine Interaction. 440-452 - Edmund K. Burke, Graham Kendall:
Applying Ant Algorithms and the No Fit Polygon to the Nesting Problem. 453-464
Poster Papers (Extended Summary)
- Yasufumi Takama, Mitsuru Ishizuka:
Fisheye Matching: Viewpoint-Sensitive Feature Generation Based on Concept Structure. 465-466 - Sai Kiran Lakkaraju, Yan Zhang:
A Procedural Approach for Rule Based Update. 467-468 - M. R. K. Krishna Rao, Abdul Sattar:
Learning Logic Programs with Local Variables from Positive Examples. 469-471 - Michael Mayo, Antonija Mitrovic:
Estimating Problem Value in an Intelligent Tutoring System Using Bayesian Networks. 472-473 - Masafumi Matsuhara, Kenji Araki, Yoshio Momouchi, Koji Tochinai:
Evaluation of Number-Kanji Translation Method of Non-Segmented Japanese Sentences Using Inductive Learning with Degenerated Input. 474-475 - Zili Zhang, Chengqi Zhang:
A Serving Agent for Integrating Soft Computing and Software Agents. 476-477 - Paul Crowther:
A Visual Geographic Knowledge Classification and Its Relationship to the KADS Model. 478-479 - William S. Havens, Randy Goebel, Jean Berger, René Proulx:
A Constraint Optimization Framework for MultiAgent Anytime Scheduling. 480-481 - Bret Talko, Linda Stern, Leslie J. Kitchen:
Evolving Modular Neural Networks Using Rule-Based Genetic Programming. 482-483 - Victor Jauregui, Maurice Pagnucco, Norman Y. Foo:
A Trajectory Approach to Causality. 484-485 - Elise Dettmann, Ann E. Nicholson, Liz Sonenberg, Kaye Stacey, Vicki Steinle:
Bayesian Reasoning for Diagnosing Student Misconceptions about Decimals. 486-487 - Mary Lou Maher, Peter Xianghua Wu:
Reconsidering Fitness and Covergence in Co-evolutionary Design. 488-489 - Tsuyoshi Nakamura, Lifeng He, Hidenori Itoh:
A Proposal of Generating Artistic Japanese Calligraphic Fonts. 490-491 - Wen-Gong Chen, Chen-Sen Ouyang, Shie-Jue Lee:
Using Competitive Learning in Neural Networks for Cluster-Detection-and-Labeling. 492-493 - Wei Dai, Robin Drogemuller:
Knowledge-Based Communication Processes in Building Design. 494-495 - Yuefeng Li, Chengqi Zhang:
Information-Based Cooperation in Multiple Agent Systems. 496-498
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