Wayne Wobcke, Mengjie Zhang (Eds.):
AI 2008: Advances in Artificial Intelligence, 21st Australasian Joint Conference on Artificial Intelligence, Auckland, New Zealand, December 1-5, 2008. Proceedings.
Lecture Notes in Computer Science 5360 Springer 2008, ISBN 978-3-540-89377-6 
Invited Paper
- Reinhard Klette:
Stereo-Vision-Support for Intelligent Vehicles - The Need for Quantified Evidence.
1-17
Knowledge Representation
- Hans P. van Ditmarsch, Andreas Herzig, Jérôme Lang, Pierre Marquis:
Introspective Forgetting.
18-29
- Dongmo Zhang:
A Fixed-Point Property of Logic-Based Bargaining Solution.
30-41
- Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger, Angela Schwering:
Re-representation in a Logic-Based Model for Analogy Making.
42-48
- Shiven Sharma, Ziad Kobti, Scott D. Goodwin:
Knowledge Generation for Improving Simulations in UCT for General Game Playing.
49-55
- Eric Schkufza, Nathaniel Love, Michael R. Genesereth:
Propositional Automata and Cell Automata: Representational Frameworks for Discrete Dynamic Systems.
56-66
- Wilson Wong, Wei Liu, Mohammed Bennamoun:
Constructing Web Corpora through Topical Web Partitioning for Term Recognition.
67-78
- Philip H. P. Nguyen, Ken Kaneiwa, Dan Corbett, Minh-Quang Nguyen:
An Ontology Formalization of Relation Type Hierarchy in Conceptual Structure Theory.
79-85
- Gil Chamiel, Maurice Pagnucco:
Exploiting Ontological Structure for Complex Preference Assembly.
86-92
Constraints
Planning
Grammar and Language Processing
- Ingrid Zukerman, Enes Makalic, Michael Niemann:
Using Probabilistic Feature Matching to Understand Spoken Descriptions.
157-167
- Rolf Schwitter:
Working for Two: A Bidirectional Grammar for a Controlled Natural Language.
168-179
- Makoto Tanji, Daichi Ando, Hitoshi Iba:
Improving Metrical Grammar with Grammar Expansion.
180-191
- Bahadorreza Ofoghi, John Yearwood, Liping Ma:
FrameNet-Based Fact-Seeking Answer Processing: A Study of Semantic Alignment Techniques and Lexical Coverage.
192-201
- Keith Noto, Milton H. Saier Jr., Charles Elkan:
Learning to Find Relevant Biological Articles without Negative Training Examples.
202-213
- Pawel Dybala, Michal Ptaszynski, Shinsuke Higuchi, Rafal Rzepka, Kenji Araki:
Humor Prevails! - Implementing a Joke Generator into a Conversational System.
214-225
Statistical Learning
Machine Learning
- Philip J. Uren, R. Mike Cameron-Jones, Arthur H. J. Sale:
Improving Promoter Prediction Using Multiple Instance Learning.
289-299
- James R. Foulds, Eibe Frank:
Revisiting Multiple-Instance Learning Via Embedded Instance Selection.
300-310
- Satoru Nishimura, Masahiro Terabe, Kazuo Hashimoto:
Decision Tree Induction from Numeric Data Stream.
311-317
- Junbin Gao, Michael Antolovich, Paul Wing Hing Kwan:
L1 LASSO Modeling and Its Bayesian Inference.
318-324
- Kathryn Hempstalk, Eibe Frank:
Discriminating Against New Classes: One-class versus Multi-class Classification.
325-336
- Yan Li, Edward Hung, Korris Chung, Joshua Zhexue Huang:
Building a Decision Cluster Classification Model for High Dimensional Data by a Variable Weighting k-Means Method.
337-347
- Yun-Chao Gong, Chuanliang Chen:
Locality Spectral Clustering.
348-354
- Xing Wu, Geoffrey Holmes, Bernhard Pfahringer:
Mining Arbitrarily Large Datasets Using Heuristic k-Nearest Neighbour Search.
355-361
- Yi Zhen, Chunping Li:
Cross-Domain Knowledge Transfer Using Semi-supervised Classification.
362-371
- Peter Vamplew, John Yearwood, Richard Dazeley, Adam Berry:
On the Limitations of Scalarisation for Multi-objective Reinforcement Learning of Pareto Fronts.
372-378
- Richard Dazeley, Byeong Ho Kang:
An Approach for Generalising Symbolic Knowledge.
379-385
- Anang Hudaya Muhamad Amin, Asad I. Khan:
Single-Cycle Image Recognition Using an Adaptive Granularity Associative Memory Network.
386-392
Data Mining
- Yanchang Zhao, Huaifeng Zhang, Longbing Cao, Chengqi Zhang, Hans Bohlscheid:
Combined Pattern Mining: From Learned Rules to Actionable Knowledge.
393-403
- Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee:
Efficient Single-Pass Mining of Weighted Interesting Patterns.
404-415
- Xujuan Zhou, Yuefeng Li, Peter Bruza, Yue Xu, Raymond Y. K. Lau:
Pattern Taxonomy Mining for Information Filtering.
416-422
- B. John Oommen, Ebaa Fayyoumi:
An AI-Based Causal Strategy for Securing Statistical Databases Using Micro-aggregation.
423-434
- Eibe Frank, Mark Hall:
Additive Regression Applied to a Large-Scale Collaborative Filtering Problem.
435-446
- Liyan Zhang, Chunping Li:
A Novel Recommending Algorithm Based on Topical PageRank.
447-453
- Joel Scanlan, Jacky Hartnett, Raymond Williams:
DynamicWEB: Adapting to Concept Drift and Object Drift in COBWEB.
454-460
Knowledge Discovery
Soft Computing
- Liangdong Shi, Yang Gao, Lei Wu, Lin Shang:
Clustering with XCS on Complex Structure Dataset.
489-499
- Masatoshi Nagamine, Tetsuhiro Miyahara, Tetsuji Kuboyama, Hiroaki Ueda, Kenichi Takahashi:
Evolution of Multiple Tree Structured Patterns from Tree-Structured Data Using Clustering.
500-511
- Claus de Castro Aranha, Hitoshi Iba:
Application of a Memetic Algorithm to the Portfolio Optimization Problem.
512-521
- Chandima Tilakaratne, Musa A. Mammadov, Sidney A. Morris:
Predicting Trading Signals of Stock Market Indices Using Neural Networks.
522-531
- Jie Lu, Yijun Zhu, Xianyi Zeng, Ludovic Koehl, Jun Ma, Guangquan Zhang:
A Fuzzy Decision Support System for Garment New Product Development.
532-543
- Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily, Hung T. Nguyen:
A Hybrid Nonlinear-Discriminant Analysis Feature Projection Technique.
544-550
Vision and Image Processing
AI Applications
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