AI 2005: Advances in Artificial Intelligence

1. PART I: AI Foundations and Technologies

   1. Machine Learning

      1. A Hybrid Adaptive Multi-objective Memetic Algorithm for 0/1 Knapsack Problem

         • XiuPing Guo, ZhiMing Wu, GenKe Yang

         Pages 176-185

   2. Game Theory

      1. Probability Estimation in Error Correcting Output Coding Framework Using Game Theory

         • Mikhail Petrovskiy

         Pages 186-196

      2. Evaluation of Strings in Computer Go Using Articulation Points Check and Seki Judgment

         • Hyun-Soo Park, Kyung-Woo Kang

         Pages 197-206

      3. The Value of Stealth in the Game of Chess

         • Peter Smet, Don Gossink, Greg Calbert

         Pages 207-214

   3. Robotic Technology

      1. Coordinated Collision Avoidance of Multiple Biomimetic Robotic Fish

         • Dandan Zhang, Long Wang, Guangming Xie, Weicun Zhang

         Pages 215-224

      2. The Virtual Room Inhabitant – Intuitive Interaction with Intelligent Environments

         • Michael Kruppa, Lübomira Spassova, Michael Schmitz

         Pages 225-234

      3. Evaluating Techniques for Resolving Redundant Information and Specularity in Occupancy Grids

         • Thomas Collins, J. J. Collins, Mark Mansfield, Shane O’Sullivan

         Pages 235-244

2. PART II: Computational Intelligence

   1. Data Mining

      1. Analyzing Security Protocols Using Association Rule Mining

         • Qingfeng Chen, Yi-Ping Phoebe Chen

         Pages 245-253

      2. Redundant Association Rules Reduction Techniques

         • Mafruz Zaman Ashrafi, David Taniar, Kate Smith

         Pages 254-263

      3. Construction Algorithm of Principal Curves in the Sense of Limit

         • Lianwei Zhao, Yanchang Zhao, Siwei Luo, Chao Shao

         Pages 264-273

      4. Collateral Missing Value Estimation: Robust Missing Value Estimation for Consequent Microarray Data Processing

         • Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley

         Pages 274-283

   2. Neural Networks

      1. Using Neural Networks to Support Early Warning System for Financial Crisis Forecasting

         • Kyong Joo Oh, Tae Yoon Kim, Hyoung Yong Lee, Hakbae Lee

         Pages 284-296

      2. A Neural Network Based Methodology for Performance Evaluation of Parallel Systems

         • Sırma Yavuz

         Pages 297-307

   3. Fuzzy Theory and Algorithms

      1. Decomposition and Resolution of Fuzzy Relation Equations (II) Based on Boolean-Type Implications

         • Yanbin Luo, Chunjie Yang, Yongming Li, Daoying Pi

         Pages 308-317

      2. Applying a Fuzzy Trust Model to E-Commerce Systems

         • Stefan Schmidt, Robert Steele, Tharam Dillon, Elizabeth Chang

         Pages 318-329

      3. Emotion-Based Crowd Simulation Using Fuzzy Algorithm

         • Eun-Young Ahn, Jae-Won Kim, No-Yoon Kwak, Sang-Hoon Han

         Pages 330-338

   4. Evolutionary Computing

      1. A Genetic Algorithm for Job Shop Scheduling with Load Balancing

         • Sanja Petrovic, Carole Fayad

         Pages 339-348

      2. A Co-evolutionary Particle Swarm Optimization-Based Method for Multiobjective Optimization

         • Hong-yun Meng, Xiao-hua Zhang, San-yang Liu

         Pages 349-359

      3. The Effect of Mutation on the Accumulation of Information in a Genetic Algorithm

         • John Milton, Paul Kennedy, Heather Mitchell

         Pages 360-368

      4. Linear Genetic Programming for Multi-class Object Classification

         • Christopher Fogelberg, Mengjie Zhang

         Pages 369-379

The 18th Australian Joint Conference on Artificial Intelligence (AI 2005) was held at the University of Technology, Sydney (UTS), Sydney, Australia from 5 to 9 December 2005. AI 2005 attracted a historical record number of submissions, a total of 535 papers. The review process was extremely selective. Out of these 535 submissions, the Program Chairs selected only 77 (14.4%) full papers and 119 (22.2%) short papers based on the review reports, making an acceptance rate of 36.6% in total. Authors of the accepted papers came from over 20 countries. This volume of the proceedings contains the abstracts of three keynote speeches and all the full and short papers. The full papers were categorized into three broad sections, namely: AI foundations and technologies, computational intelligence, and AI in specialized domains. AI 2005 also hosted several tutorials and workshops, providing an interacting mode for specialists and scholars from Australia and other countries. Ronald R. Yager, Geoff Webb and David Goldberg (in conjunction with ACAL05) were the distinguished researchers invited to give presentations. Their contributions to AI 2005 are really appreciated.

• Artificial intelligence
• DOM
• Web Intelligence
• agent technology
• algorithms
• cognition
• computational intelligence
• data mining
• evolution
• evolutionary computation
• game theory
• machine learning
• neural network
• pattern recognition
• robot

• Guangxi Normal University, College of CS and IT, Guilin, China, and University of Technology, Faculty of Engineering and Information Technology, Sydney, Australia

  Shichao Zhang

• Department of Electrical and Computer Systems Engineering, Monash University, Melbourne, Australia

  Ray Jarvis

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