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ORCID21. Australian Joint Conference on Artificial Intelligence 2008: Auckland, New Zealand
- Wayne Wobcke, Mengjie Zhang:
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 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
- Chavalit Likitvivatanavong, Roland H. C. Yap:
A Refutation Approach to Neighborhood Interchangeability in CSPs. 93-103 - Hemant K. Singh, Amitay Isaacs, Tapabrata Ray, Warren F. Smith:
Infeasibility Driven Evolutionary Algorithm (IDEA) for Engineering Design Optimization. 104-115 - Malcolm Ryan:
Constraint-Based Multi-agent Path Planning. 116-127
Planning
- Langford B. White, Sarah L. Hickmott:
An Optimality Principle for Concurrent Systems. 128-137 - Bernhard Hengst:
Partial Order Hierarchical Reinforcement Learning. 138-149 - Om Krishna Gupta, Ray A. Jarvis:
Optimal Global Path Planning in Time Varying Environments Based on a Cost Evaluation Function. 150-156
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
- Tao Li, Yang Zhang:
Improving Transductive Support Vector Machine by Ensembling. 226-235 - Kilho Shin, Tetsuji Kuboyama:
Kernels Based on Distributions of Agreement Subtrees. 236-246 - Remco R. Bouckaert:
Practical Bias Variance Decomposition. 247-257 - Marcus R. Frean, Phillip Boyle:
Using Gaussian Processes to Optimize Expensive Functions. 258-267 - Chuanliang Chen, Yun-Chao Gong, Rongfang Bie:
Discriminant Analysis Methods for Microarray Data Classification. 268-277 - Stefan Mutter, Bernhard Pfahringer, Geoffrey Holmes:
Propositionalisation of Profile Hidden Markov Models for Biological Sequence Analysis. 278-288
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 Fu-Lai 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
- Xiaoxun Sun, Hua Wang, Jiuyong Li:
L-Diversity Based Dynamic Update for Large Time-Evolving Microdata. 461-469 - Huidong Jin, Olivier Y. de Vel, Ke Zhang, Nianjun Liu:
Knowledge Discovery from Honeypot Data for Monitoring Malicious Attacks. 470-481 - Richard Dazeley, Byeong Ho Kang:
Detecting the Knowledge Boundary with Prudence Analysis. 482-488
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
- Nobuyuki Morioka:
Learning Object Representations Using Sequential Patterns. 551-561 - John Thornton, Jolon Faichney, Michael Blumenstein, Trevor Hine:
Character Recognition Using Hierarchical Vector Quantization and Temporal Pooling. 562-572 - Andrea Torsello, David L. Dowe:
Learning a Generative Model for Structural Representations. 573-583
AI Applications
- Robert Layton, Peter Vamplew, Chris Turville:
Using Stereotypes to Improve Early-Match Poker Play. 584-593 - Ian D. Watson, Jonathan Rubin:
CASPER: A Case-Based Poker-Bot. 594-600 - Zhihua Liao, Zili Zhang:
A Generalized Joint Inference Approach for Citation Matching. 601-607 - Kyung Ho Lee, Jaejoon Lee, Young Soo Han, Jung Min Lee, Byung Hak Lee:
Agent-Based Collaborative System and Case-Based Conflict Resolution Process in Preliminary Ship Design. 608-614
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