Applications and Innovations in Intelligent Systems XII: Proceedings of AI-2004, the Twenty-fourth SGAI International Conference on Innhovative Techniques and Applications of Artificial IntelligenceAnn Macintosh, Richard Ellis, Tony Allen 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. |
Contents
3 | |
Matching and Predicting Crimes | 19 |
Story Plot Generation Based on | 33 |
Studying Continuous Improvement from a Knowledge Perspective | 47 |
A Cooperative Taxonomy Revision Tool | 64 |
A NonBinary Constraint Ordering Approach to Scheduling Problems | 81 |
A Heuristic Based System for Generation of Shifts With Breaks | 95 |
Deployment Experiences | 121 |
The Industrialisation of A MultiAgent System for Power Transformer | 165 |
An Improved Genetic Programming Technique for the Classification of Raman | 181 |
Using Ontologies and Constraints for Configuration | 209 |
A Visualisation Tool to Explain CaseBase Reasoning Solutions for Tablet | 222 |
Formal Analysis of Empirical Traces in Incident Management | 237 |
Modelling Expertise for Structure Elucidation in Organic Chemistry Using | 251 |
Evaluation of A MixedInitiative Dialogue Multimodel Interface | 265 |
AUTHOR INDEX | 279 |
A ModelBased Approach to Robot Fault Diagnosis | 137 |
Automating the Analysis and Management of Power System Data Using | 151 |
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Applications and Innovations in Intelligent Systems XII: Proceedings of AI ... Ann Macintosh,Richard Ellis,Tony Allen No preview available - 2004 |
Common terms and phrases
agent algorithm analysis application approach Artificial Intelligence atoms attribute values automated BAE SYSTEMS Bayesian Bayesian network breaks Case-Based Reasoning character function characteristic values classified collaborative search COMMAS concept drift configuration constraint checks constraint satisfaction problem CPLEX crime daily updates Dataset defined deleted described diagnosis directed-dialogue domain dominant attribute dynamic Edited cb emails end-effector engineers evaluation example fault records feature selection Figure FPDE genetic programming group 2 users heuristics I-SPY identified improvement incident input instance interface interval knowledge machine learning mixed-initiative monitoring multi-agent system Naïve Bayes neural networks node ontology operation parameters PEDA performance plot presented properties proposed protection provides query railway capacity RDQL redesign relevant retrieval robotic fault sample SCADA shift similar solution spam filtering spectra stations structure Substation taxonomy techniques tool traffic pattern transformer variables VoiceXML