Knowledge-Based Intelligent Information and Engineering Systems

1. Front Matter

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2. Soft Computing Techniques in Stock Markets

   1. Multi-branch Neural Networks and Its Application to Stock Price Prediction

      • Takashi Yamashita, Kotaro Hirasawa, Jinglu Hu

      Pages 1-7

   2. An Intelligent Utilization of Neural Networks for Improving the Traditional Technical Analysis in the Stock Markets

      • Norio Baba, Toshinori Nomura

      Pages 8-14

   3. Minority Game and the Wealth Distribution in the Artificial Market

      • Mieko Tanaka-Yamawaki

      Pages 15-20

   4. A R/S Approach to Trends Breaks Detection

      • Marina Resta

      Pages 21-26

   5. Applying Extending Classifier System to Develop an Option-Operation Suggestion Model of Intraday Trading – An Example of Taiwan Index Option

      • An-Pin Chen, Yi-Chang Chen, Wen-Chuan Tseng

      Pages 27-33

   6. Applying Two-Stage XCS Model on Global Overnight Effect for Local Stock Prediction

      • An-Pin Chen, Yi-Chang Chen, Yu-Hua Huang

      Pages 34-40

3. Intelligent Network Based Education

   1. Automatically Assembled Shape Generation Using Genetic Algorithm in Axiomatic Design

      • Jinpyoung Jung, Kang-Soo Lee, Nam P. Suh

      Pages 41-47

   2. Network Based Engineering Design Education

      • Kang-Soo Lee, Sang Hun Lee

      Pages 48-55

   3. Representative Term Based Feature Selection Method for SVM Based Document Classification

      • YunHee Kang

      Pages 56-61

   4. The Design and Implementation of an Active Peer Agent Providing Personalized User Interface

      • Kwangsu Cho, Sung-il Kim, Sung-Hyun Yun

      Pages 62-68

   5. Using Bayesian Networks for Modeling Students’ Learning Bugs and Sub-skills

      • Shu-Chuan Shih, Bor-Chen Kuo

      Pages 69-75

   6. A Case-Based Reasoning Approach to Formulating University Timetables Using Genetic Algorithms

      • Alicia Grech, Julie Main

      Pages 76-83

   7. A Computational Korean Mental Lexicon Model for a Cognitive-Neuro Scientific System

      • Heui Seok Lim

      Pages 84-89

   8. An Application of Information Retrieval Technique to Automated Code Classification

      • Heui Seok Lim, Seong Hoon Lee

      Pages 90-96

4. Maintenance and Customization of Business Knowledge

   1. A Framework for Interoperability in an Enterprise

      • Antonio Caforio, Angelo Corallo, Danila Marco

      Pages 97-103

   2. Detecting is-a and part-of Relations in Heterogeneous Data Flow

      • Paolo Ceravolo, Daniel Rocacher

      Pages 104-111

   3. OntoExtractor: A Fuzzy-Based Approach in Clustering Semi-structured Data Sources and Metadata Generation

      • Zhan Cui, Ernesto Damiani, Marcello Leida, Marco Viviani

      Pages 112-118

   4. Generate Context Metadata Based on Biometric System

      • Antonia Azzini, Paolo Ceravolo, Ernesto Damiani, Cristiano Fugazza, Salvatore Reale, Massimiliano Torregiani

      Pages 119-126

   5. Complex Association Rules for XML Documents

      • Carlo Combi, Barbara Oliboni, Rosalba Rossato

      Pages 127-133

Dear delegates,friendsand membersofthe growingKES professionalcommunity,w- come to the proceedings of the 9th International Conference on Knowledge-Based and IntelligentInformationandEngineeringSystemshostedbyLa TrobeUniversityin M- bourne Australia. The KES conference series has been established for almost a decade, and it cont- ues each year to attract participants from all geographical areas of the world, including Europe, the Americas, Australasia and the Paci?c Rim. The KES conferences cover a wide range of intelligent systems topics. The broad focus of the conference series is the theory and applications of intelligent systems. From a pure research ?eld, intel- gent systems have advanced to the point where their abilities have been incorporated into many business and engineering application areas. KES 2005 provided a valuable mechanism for delegates to obtain an extensive view of the latest research into a range of intelligent-systems algorithms, tools and techniques. The conference also gave de- gates the chance to come into contact with those applying intelligent systems in diverse commercial areas. The combination of theory and practice represented a unique opp- tunity to gain an appreciation of the full spectrum of leading-edge intelligent-systems activity. The papers for KES 2005 were either submitted to invited sessions, chaired and organized by respected experts in their ?elds, or to a general session, managed by an extensive International Program Committee, or to the Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP) Workshop, managed by an International Workshop Technical Committee.

• agent technology
• algorithms
• data mining
• information processing
• knowledge discovery
• knowledge engineering
• knowledge management
• ontology
• security
• sensing

• School of Business, La Trobe University, Melbourne, Australia

  Rajiv Khosla

• Centre for SMART systems Engineering Research Centre, University of Brighton, Moulsecoomb, Brighton, UK

  Robert J. Howlett

• School of Electrical and Information Engineering, Knowledge Based Intelligent Engineering Systems Centre, University of South Australia, Mawson Lakes, Australia

  Lakhmi C. Jain

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