Applications and Innovations in Intelligent Systems XII

1. Front Matter

   Pages I-XI

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2. Best Application Paper

   1. Front Matter

      Pages 1-1

      PDF

   2. A Case-Based Technique for Tracking Concept Drift in Spam Filtering

      • Sarah Jane Delany, Pádraig Cunningham, Alexey Tsymbal, Lorcan Coyle

      Pages 3-16

3. Synthesis and Prediction

   1. Front Matter

      Pages 17-17

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   2. Matching and Predicting Crimes

      • G. C. Oatley, J. Zeleznikow, B. W. Ewart

      Pages 19-32

   3. Story Plot Generation based on CBR

      • Pablo Gervás, Belén Díaz-Agudo, Federico Peinado, Raquel Hervás

      Pages 33-46

   4. Studying Continuous Improvement from a Knowledge Perspective

      • Steve Davison, John L. Gordon, John A. Robinson

      Pages 47-63

   5. ReTAX+: A Cooperative Taxonomy Revision Tool

      • Sik Chun Joey Lam, Derek Sleeman, Wamberto Vasconcelos

      Pages 64-77

4. Scheduling and Search

   1. Front Matter

      Pages 79-79

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   2. A Non-Binary Constraint Ordering Approach to Scheduling Problems

      • Miguel A. Salido, Federico Barber

      Pages 81-94

   3. A Heuristic Based System for Generation of Shifts with Breaks

      • Johannes Gärtner, Nysret Musliu, Wolfgang Slany

      Pages 95-106

   4. A Topological Model Based on Railway Capacity to Manage Periodic Train Scheduling

      • M. A. Salido, F. Barber, M. Abril, P. Tormos, A. Lova, L. Ingolotti

      Pages 107-120

   5. Collaborative Search: Deployment Experiences

      • Jill Preyne, Barry Smyth

      Pages 121-134

5. Diagnosis and Monitoring

   1. Front Matter

      Pages 135-135

      PDF

   2. A Model-Based Approach to Robot Fault Diagnosis

      • Honghai Liu, George M. Coghill

      Pages 137-150

   3. Automating the Analysis and Management of Power System Data using Multi-agent Systems Technology

      • Euan M. Davidson, Stephen D. J. McArthur, James R. McDonald, Tom Cumming, Ian Watt

      Pages 151-164

   4. The Industrialisation of a Multi-Agent System for Power Transformer Condition Monitoring

      • V. M. Catterson, S. D. J. McArthur

      Pages 165-178

6. Classification and Design

   1. Front Matter

      Pages 179-179

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   2. An Improved Genetic Programming Technique for the Classification of Raman Spectra

      • Kenneth Hennessy, Michael G. Madden, Jennifer Conroy, Alan G. Ryder

      Pages 181-192

   3. PROPOSE - Intelligent Advisory System for supporting Redesign

      • Marina Novak, Bojan Dolšak

      Pages 193-208

A. L. Macintosh, Napier University, UK The papers in this volume are the refereed application papers presented at ES2004, the Twenty-fourth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2004. The conference was organised by SGAI, the British Computer Society Specialist Group on Artificial Intelligence. This volume contains twenty refereed papers which present the innovative application of a range of AI techniques in a number of subject domains. This year, the papers are divided into sections on Synthesis and Prediction, Scheduling and Search, Diagnosis and Monitoring, Classification and Design, and Analysis and Evaluation This year's prize for the best refereed application paper, which is being sponsored by the Department of Trade and Industry, was won by a paper entitled "A Case-Based Technique for Tracking Concept Drift in Spam Filtering". The authors are Sarah Jane Delany, from the Dublin Institute of Technology, Ireland, and Padraig Cunningham, Alexey Tsymbal, and Lorcan Coyle from Trinity College Dublin, Ireland. This is the twelfth volume in the Applications and Innovations series. The Technical Stream papers are published as a companion volume under the title Research and Development in Intelligent Systems XXI. On behalf of the conference organising committee I should like to thank all those who contributed to the organisation of this year's application programme, in particular the programme committee members, the executive programme committee and our administrators Linsay Turbert and Collette Jackson.

• Artificial Intelligence
• Bayesian network
• Expert Systems
• Knowledge-based Systems
• classification
• cognition
• genetic programming
• intelligence
• knowledge
• knowledge base
• modeling
• multi-agent system
• ontology
• programming
• robot

• Napier University, Edinburgh, UK

  Ann Macintosh

• Stratum Management Ltd, UK

  Richard Ellis

• Nottingham Trent University, Nottingham

  Tony Allen

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