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Developments in Applied Artificial Intelligence

16th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2003 Loughborough, UK, June 23–26, 2003 Proceedings

  • Paul W. H. Chung
  • Chris Hinde
  • Moonis Ali
Conference proceedings IEA/AIE 2003

Part of the Lecture Notes in Computer Science book series (LNCS, volume 2718)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 2718)

Table of contents

  1. Front Matter
    Pages I-XIV
    PDF

  2. System Integration

    1. Intelligent Operational Management and the Concept of Integration
      Yvonne Power, Parisa A. Bahri
      Pages 1-10
    2. Ontology-Based Knowledge Fusion Framework Using Graph Partitioning
      Tsung-Ting Kuo, Shian-Shyong Tseng, Yao-Tsung Lin
      Pages 11-20
    3. Deductive and Inductive Reasoning for Processing the Claims of Unsatisfied Customers
      Boris Galitsky, Rajesh Pampapathi
      Pages 21-30

  3. Genetic Algorithms

    1. Preserving Diversity in Particle Swarm Optimisation
      Tim Hendtlass
      Pages 31-40
    2. A Genetic Algorithm for 1,5 Dimensional Assortment Problems with Multiple Objectives
      Tuğba Saraç, Müjgan Sağır Özdemir
      Pages 41-51
    3. How to Create Priorities in Genetics
      Müjgan Sagır Özdemir
      Pages 52-61

  4. Vision and Signal Analysis

    1. Mapping Virtual Objects into Real Scene
      Yi L. Murphey, Hongbin Jia, Michael Del Rose
      Pages 62-71
    2. Color Image Segmentation in Color and Spatial Domain
      Tie Qi Chen, Yi L. Murphey, Robert Karlsen, Grant Gerhart
      Pages 72-82
    3. Multiple Signal Fault Detection Using Fuzzy Logic
      Yi Lu Murphey, Jacob Crossman, ZhiHang Chen
      Pages 83-92

  5. Intelligent Systems

    1. Clustering On-Line Dynamically Constructed Handwritten Music Notation with the Self-organising Feature Map
      Susan E. George
      Pages 93-103
    2. Cellular Automata Cryptography Using Reconfigurable Computing
      David F. J. George, Susan E. George
      Pages 104-111
    3. Pitch-Dependent Musical Instrument Identification and Its Application to Musical Sound Ontology
      Tetsuro Kitahara, Masataka Goto, Hiroshi G. Okuno
      Pages 112-122

  6. Learning

    1. Automated Case Base Creation and Management
      Chunsheng Yang, Robert Orchard, Benoit Farley, Marvin Zaluski
      Pages 123-133
    2. The Study on Algorithm AE11 of Learning from Examples
      HaiYi Zhang, JianDong Bi, Barbro Back
      Pages 134-147
    3. Applying Semantic Links for Classifying Web Pages
      Ben Choi, Qing Guo
      Pages 148-153

  7. Data Mining

    1. Learning Joint Coordinated Plans in Multi-agent Systems
      Walid E. Gomaa, Amani A. Saad, Mohamed A. Ismail
      Pages 154-165
    2. Extracting Causal Nets from Databases
      Chris J. Hinde
      Pages 166-175
    3. Extraction of Meaningful Tables from the Internet Using Decision Trees
      Sung-Won Jung, Won-Hee Lee, Sang-Kyu Park, Hyuk-Chul Kwon
      Pages 176-186

  8. Knowlede Management

    1. Theory and Algorithm for Rule Base Refinement
      Hai Zhuge, Yunchuan Sun, Weiyu Guo
      Pages 187-196
    2. Developing Constraint-Based Applications with Spreadsheets
      Alexander Felfernig, Gerhard Friedrich, Dietmar Jannach, Christian Russ, Markus Zanker
      Pages 197-207
    3. Diagnosis of Dynamic Systems: A Knowledge Model That Allows Tracking the System during the Diagnosis Process
      Carlos J. Alonso, César Llamas, Jose A. Maestro, Belarmino Pulido
      Pages 208-218
    4. A Rigorous Approach to Knowledge Base Maintenance
      John Debenham
      Pages 219-228

  9. Modelling

    1. Evaluation of Intelligent Systems for the Utilisation of HAZOP Analysis Results
      Perttu Heino, Kati Kupila, Kazuhiko Suzuki, Shintaro Shinohara, Jari Schabel
      Pages 229-243
    2. State-Based Modelling in Hazard Identification
      Stephen McCoy, Dingfeng Zhou, Paul W. H. Chung
      Pages 244-253
    3. Deriving Consensus for Conflict Data in Web-Based Systems
      Ngoc Thanh Nguyen, Czeslaw Danilowicz
      Pages 254-263
    4. Knowledge Based Support for the Authoring and Checking of Operating Procedures
      Paul W. H. Chung, Qingying Wen, John H. Connolly, Jerry S. Busby, Steve McCoy
      Pages 264-270
    5. A Concept of Modeling PVC Batch Plant in Object Oriented Approach for Safety Analysis
      Datu Rizal Asral, Kazuhiko Suzuki
      Pages 271-276

  10. Vision

    1. Automatic Visual Inspection of Wooden Pallets
      Miguel Ángel Patricio, Darío Maravall
      Pages 277-286
    2. Feature Extraction for Classification of Caenorhabditis Elegans Behavioural Phenotypes
      Won Nah, Seung-Beom Hong, Joong-Hwan Baek
      Pages 287-295
    3. Measurement System of Traffic Flow Using Real-Time Processing of Moving Pictures
      Hyeong-Taek Park, Tae-Seung Lee, Sung-Won Choi, Sang-Seok Lim, Syng-Yup Ohn, Seung-Hoe Choi et al.
      Pages 296-305
    4. Infrared Sensor Data Correction for Local Area Map Construction by a Mobile Robot
      V. Koval, Volodymyr Turchenko, Anatoly Sachenko, J. A. Becerra, Richard J. Duro, V. Golovko
      Pages 306-315

  11. Neural Networks

    1. An Improved Compound Gradient Vector Based Neural Network On-Line Training Algorithm
      Zaiping Chen, Chao Dong, Qiuqian Zhou, Shujun Zhang
      Pages 316-325
    2. Document Clustering Based on Vector Quantization and Growing-Cell Structure
      Zhong Su, Li Zhang, Yue Pan
      Pages 326-336
    3. Using a Modified Counter-Propagation Algorithm to Classify Conjoint Data
      Hans Pierrot, Tim Hendtlass
      Pages 337-347
    4. A Comparison of Corporate Failure Models in Australia: Hybrid Neural Networks, Logit Models and Discriminant Analysis
      Juliana Yim, Heather Mitchell
      Pages 348-358

  12. Knowledge Based System

    1. An Ontology-Based Information Retrieval System
      Péter Varga, Tamás Mészáros, Csaba Dezsényi, Tadeusz P. Dobrowiecki
      Pages 359-368
    2. A Bidders Cooperation Support System for Agent-Based Electronic Commerce
      Tokuro Matsuo, Takayuki Ito
      Pages 369-378
    3. SumTime-Turbine: A Knowledge-Based System to Communicate Gas Turbine Time-Series Data
      Jin Yu, Ehud Reiter, Jim Hunter, Somayajulu Sripada
      Pages 379-384
    4. A Blackboard-Based Learning Intrusion Detection System: A New Approach
      Mayukh Dass, James Cannady, Walter D. Potter
      Pages 385-390

  13. Reasoning

    1. Developing a Goodness Criteria for Tide Predictions Based on Fuzzy Preference Ranking
      Alexey L. Sadovski, Carl Steidley, Patrick Michaud, Philippe Tissot
      Pages 391-401
    2. Debugging VHDL Designs Using Temporal Process Instances
      Daniel Köb, Bernhard Peischl, Franz Wotawa
      Pages 403-416
    3. Efficient Pattern Matching for Non-strongly Sequential Term Rewriting Systems
      Nadia Nedjah, Luiza de Macedo Mourelle
      Pages 416-425

  14. Agent Based Systems

    1. A Policy Based Framework for Software Agents
      Christos Stergiou, Geert Arys
      Pages 426-436
    2. Intelligent Support for Solving Classification Differences in Statistical Information Integration
      Catholijn M. Jonker, Tim Verwaart
      Pages 437-446
    3. Supporting Collaborative Product Design in an Agent Based Environment
      Weidong Fang, Ming Xi Tang, John Hamilton Frazer
      Pages 447-460

  15. Machine Learning

    1. Fast Feature Selection by Means of Projections
      Roberto Ruiz, José C. Riquelme, Jesús S. Aguilar-Ruiz
      Pages 461-470
    2. Hybrid Least-Squares Methods for Reinforcement Learning
      Hailin Li, Cihan H. Dagli
      Pages 471-480
    3. HMM/ANN System for Vietnamese Continuous Digit Recognition
      Dang Ngoc Duc, John-Paul Hosom, Luong Chi Mai
      Pages 481-486
    4. UMAS Learning Requirement for Controlling Network Resources
      Abdullah Gani, Nasser Abouzakhar, Gordon Manson
      Pages 487-494

About these proceedings

Introduction

 

This book constitutes the refereed proceedings of the 16th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2003, held in Loughborough, UK in June 2003.

The 81 revised full papers presented were carefully reviewed and selected from more than 140 submissions. Among the topics addressed are soft computing, fuzzy logic, diagnosis, knowledge representation, knowledge management, automated reasoning, machine learning, planning and scheduling, evolutionary computation, computer vision, agent systems, algorithmic learning, tutoring systems, financial analysis, etc.

Keywords

algorithms artificial intelligence automated reasoning evolution evolutionary computation expert system fuzzy logic knowledge knowledge representation learning machine learning

Editors and affiliations

  • Paul W. H. Chung
    • 1
  • Chris Hinde
    • 1
  • Moonis Ali
    • 2
  1. 1.Dept. of Computer ScienceLoughborough UniversityLoughboroughEngland
  2. 2.Dept. of Computer ScienceSouthwest Texas State UniversitySan MarcosUSA

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-45034-3
  • Copyright Information Springer-Verlag Berlin Heidelberg 2003
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-40455-2
  • Online ISBN 978-3-540-45034-4
  • Series Print ISSN 0302-9743
  • Buy this book on publisher's site
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