Susan Craw's Publications


1
Stewart Massie, Susan Craw, and Nirmalie Wiratanga.
Complexity profiling for informed case-base editing.
In Proceedings of the 8th European Conference on Case-Based Reasoning (ECCBR-06). Springer, Fethiye, Turkey, 2006.

2
Ashok K. Goel and Susan Craw.
Design, innovation and case-based reasoning.
Knowledge Engineering Review, 2006.
In Press.

3
Ramon López de Mántaras, David McSherry, Derek Bridge, David Leake, Barry Smyth, Susan Craw, Boi Faltings, Mary Lou Maher, Michael T. Cox, Kenneth Forbus, Mark Keane, Agnar Aamodt, and Ian Watson.
Retrieval, reuse, revision, and retention in case-based reasoning.
Knowledge Engineering Review, 2006.
In Press.

4
Stewart Massie, Susan Craw, and Nirmalie Wiratunga.
Complexity-guided case discovery for case based reasoning.
In Proceedings of the 20th National Conference on Artificial Intelligence (AAAI-05), pages 216-221. AAAI Press, Pittsburgh, PA, 2005.

5
Susan Craw.
Research report.
In 10th Anniversary Report of Ishida Laboratory, Kyoto University, pages 31-32. 2005.

6
Stewart Massie, Susan Craw, and Nirmalie Wiratunga.
A visualisation tool to explain case-base reasoning solutions for tablet formulation.
In Proceedings of the 24th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence (AI-2004), LNCS, pages 222-234. Springer, Cambridge, UK, 2004.

7
Stewart Massie, Susan Craw, and Nirmalie Wiratunga.
Visualisation of Case-Based Reasoning for Explanation.
In Pablo Gervas and Kalyan Moy Gupta, editors, Workshop Proceedings of the 7th European Conference on Case-Based Reasoning, pages 135-144. TR 142-04, Departamento de Sistemas Informaticos y Programacion, Universidad Complutense de Madrid, Madrid, Spain, 2004.

8
Nirmalie Wiratunga, Susan Craw, Bruce Taylor, and Genevieve Davis.
Case-Based Reasoning for Matching SMARTHOUSE Technology to People's Needs.
Knowledge Based Systems, 17(2-4):139-146, 2004.
URL |http://www.sciencedirect.com/science?_ob=GatewayURL &_origin=CONTENTS&_method=citationSearch &_piikey=S0950705104000103&_version=1
&md5=c01587c437ce5d485ad48a58601acdfb|.

9
Nirmalie Wiratunga, Susan Craw, Bruce Taylor, and Genevieve Davis.
CBR for SMARTHOUSE Technology.
In Proceedings of the 23rd Annual International Conference of the BCS SGAI, LNCS 2734, pages 63-76. Springer, Cambridge, UK, 2003.

10
Susan Craw.
Introspective Learning to Build Case-Based Reasoning (CBR) Knowledge Containers.
In Proceedings of the 3rd International Conference on Machine Learning and Data Mining in Pattern Recognition (MLDM 03), LNAI 2734, pages 1-6. Springer, Leipzig, Germany, 2003.
ISBN 3-540-40504-6.

11
Genevieve Davis, Nirmalie Wiratunga, Bruce Taylor, and Susan Craw.
Matching SMARTHOUSE Technology to Needs of the Elderly and Disabled.
In Lorraine McGinty, editor, Workshop Proceedings of the 5th International Conference on Case-Based Reasoning (ICCBR 03), CS TR 4/2004, pages 29-36. NTNU, Trondheim, Norway, 2003.
ISSN 1503-416X.

12
Nirmalie Wiratunga, Susan Craw, and Stewart Massie.
Index Driven Selective Sampling for CBR.
In Kevin D. Ashley and Derek G. Bridge, editors, Proceedings of the 5th International Conference on Case-Based Reasoning (ICCBR 03), LNAI 2689, pages 637-651. Springer, Trondheim, Norway, 2003.
ISBN 3-540-40433-3.

13
Susan Craw and Alun Preece*, editors.
Proceedings of the 6th European Conference on Case-Based Reasoning (ECCBR 2002), LNAI 2416. Springer, 2002.

14
Nirmalie Wiratunga, Susan Craw, and Ray Rowe*.
Learning to Adapt for Case-Based Design.
In Susan Craw and Alun Preece, editors, Proceedings of the 6th European Conference on Case-Based Reasoning (ECCBR 2002), LNAI 2416, pages 421-435. Springer, Aberdeen, UK, 2002.

15
Susan Craw and Ray Rowe*.
Case-Based Reasoning for Tablet Formulation: A Novel Technology to Re-Use Past Formulations.
In Drug Delivery Companies Report, pages 14-17. Pharmaventures, Spring 2002.
www.worldpharmaweb.com/ddcr/article1.pdf.

16
Nirmalie Wiratunga and Susan Craw.
Informed Selection of Filter Examples for Knowledge Refinement.
In Proceedings of the 21st BCS SGES Expert Systems 01 Conference, LNAI 1937, pages 233-246. Springer, Cambridge, England, 2001.
ISBN 1-85233-535-1.

17
Susan Craw.
Case-Based Reasoning for Tablet Formulation.
In Proceedings of the British Pharmaceutical Science Conference, page p316. Cambridge University Press, Glasgow, Scotland, 2001.
ISBN 0-8536-9512-1.

18
Susan Craw, Jacek Jarmulak, and Ray Rowe*.
Learning and Applying Case-Based Adaptation Knowledge.
In David W. Aha and Ian Watson, editors, Proceedings of the 4th International Conference on Case-Based Reasoning (ICCBR 01), LNAI 2080, pages 131-145. Springer, Vancouver, Canada, 2001.
ISBN 3-540-42358-3.

19
Jacek Jarmulak, Susan Craw, and Ray Rowe*.
Using Case-Base Data to Learn Adaptation Knowledge for Design.
In Proceedings of the 17th International Joint Conference on Artificial Intelligence (IJCAI 01), pages 1011-1016. Morgan Kaufmann, Seattle, WA, 2001.
ISBN 1-55860-777-3.

20
Susan Craw, Jacek Jarmulak, and Ray Rowe*.
Maintaining Retrieval Knowledge in a Case-Based Reasoning System.
Computational Intelligence, 17(2):346-363, 2001.
ISSN 0824-7935.

21
Keith B. Matthews, Susan Craw, Stewart Elder, and Alan R. Sibbald.
Evaluating Multi-Objective Land Use Planning Tools Using Soft Systems Methods.
In Proceedings of the 19th Annual Conference of the BCS Planning and Scheduling Special Interest Group, pages 109-120. Milton-Keynes, UK, 2000.
ISSN 1368-5708.

22
Susan Craw and Robin Boswell.
Debugging Knowledge-Based Applications with a Generic Toolkit.
In Proceedings of the 12th International Conference on Tools with AI (ICTAI-2000), pages 182-185. IEEE Computer Society, Vancouver, Canada, 2000.
ISBN 0-7695-0909-6.

23
Jacek Jarmulak, Susan Craw, and Ray Rowe*.
Self-Optimising CBR Retrieval.
In Proceedings of the 12th International Conference on Tools with AI (ICTAI-2000), pages 376-383. IEEE Press, Vancouver, Canada, 2000.
ISBN 0-7695-0909-6.

24
Nirmalie Wiratunga and Susan Craw.
Informed Selection of Training Examples for Knowledge Refinement.
In Proceedings of the 12th International Conference on Knowledge Engineering and Knowledge Management (EKAW2000), pages 233-248. Springer, Juan Les Pins, France, 2000.
ISBN 3-540-41119-4.

25
Robin Boswell and Susan Craw.
Experiences with a Generic Refinement Toolkit.
In Proceedings of the 12th International Conference on Knowledge Engineering and Knowledge Management (EKAW2000), pages 249-256. Springer, Juan Les Pins, France, 2000.
ISBN 3-540-41119-4.

26
Jacek Jarmulak, Susan Craw, and Ray Rowe*.
Genetic Algorithms to Optimise CBR Retrieval.
In Proceedings of the 5th European Workshop on Case-Based Reasoning (EWCBR 2K), pages 136-147. Springer, Trento, Italy, 2000.
ISBN 3-540-679-33-2.

27
Keith B. Matthews, Susan Craw, Stewart Elder, Alan R. Sibbald*, and Iain MacKenzie.
Applying Genetic Algorithms to Multi-Objective Land Use Planning.
In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2000), pages 613-620. Morgan Kaufmann, Las Vegas, NV, 2000.
ISBN 1-55860-708-0.

28
K. B. Matthews, Susan Craw, I. MacKenzie, S. Elder, and A. R. Sibbald*.
Applying Genetic Algorithms to Land Use Planning.
In Proceedings of the 18th Annual Conference of the BCS Planning and Scheduling Special Interest Group, pages 109-115. Salford, UK, 1999.
ISSN 1368-5708.

29
Nirmalie Wiratunga and Susan Craw.
Sequencing Training Examples for Iterative Knowledge Refinement.
In Proceeding of the 19th BCS SGES Expert Systems Conference, pages 41-56. Springer, Cambridge, England, 1999.
ISBN 1-85233-231-X.

30
Susan Craw.
Reinforcement Learning for Information Seeking.
In Proceedings of the IEE Seminar on Searching for Information: Artificial Intelligence and Information Retrieval Approaches, number 99/199 in IEE Informatics, pages 8/1-8/4. IEE, 1999.
ISSN 0963-3308.

31
Susan Craw, Robin Boswell, and Raymond C. Rowe*.
Automated knowledge refinement for rule-based formulation expert system.
Pharmaceutical Science and Technology Today, 2(9):383-385, 1999.
ISSN 1461-5347.

32
Jacek Jarmulak and Susan Craw.
Genetic Algorithms for Feature Selection and Weighting.
In Proceedings of the IJCAI'99 workshop on Automating the Construction of Case Based Reasoners, pages 28-33, 1999.

33
Susan Craw and Robin Boswell.
Representing Problem-Solving for Knowledge Refinement.
In Proceedings of the Sixteenth National Conference on Artificial Intelligence (AAAI'99), pages 227-234. AAAI Press/MIT Press, Orlando, FL, 1999.
ISBN 0-262-51106-1.

34
Nirmalie Wiratunga and Susan Craw.
Incorporating Backtracking Search with Knowledge Refinement.
In Validation and Verification of Knowledge Based Systems, Proceedings of the 5th European Symposium on the Validation and Verification of Knowledge Based Systems (EUROVAV'99), pages 193-205. Kluwer, Oslo, Norway, 1999.
ISBN 0-7923-8645-0.

35
Robin Boswell and Susan Craw.
Organising Knowledge Refinement Operators.
In Validation and Verification of Knowledge Based Systems, Proceedings of the 5th European Symposium on the Validation and Verification of Knowledge Based Systems (EUROVAV'99), pages 149-161. Kluwer, Oslo, Norway, 1999.
ISBN 0-7923-8645-0.

36
R. C. Rowe*, S. Craw, and N. Wiratunga.
Case-based reasoning - a new approach to tablet formulation.
Pharmaceutical Technology Europe, 11:36-40, 1999.

37
Keith B. Matthews, Alan R. Sibbald*, and Susan Craw.
Implementation of a spatial decision support system for rural land use planning: integrating GIS and environmental models with search and optimisation algorithms.
Computers and Electronics in Agriculture, 23(1):9-26, 1999.
ISSN 0168-1699.

38
Robin Boswell and Susan Craw.
Knowledge Modelling for a Generic Refinement Framework.
Knowledge Based Systems, 12:317-325, 1999.
ISSN 0950-7051.
An earlier version appears in Proceedings of the BCS Expert Systems Conference, 58-74, Springer, 1998.

39
Robin Boswell and Susan Craw.
Knowledge Modelling for a Generic Refinement Framework.
In Proceeding of the 18th BCS SGES Expert Systems Conference, pages 58-74. Springer, Cambridge, UK, 1998.
ISBN 1-85233-086-4.

40
Susan Craw, Nirmalie Wiratunga, and Ray Rowe*.
Case-Based Design for Tablet Formulation.
In Barry Smyth and Padraigh Cunningham, editors, Proceedings of the 4th European Workshop on Case-Based Reasoning, pages 358-369. Springer, Dublin, Eire, 1998.
ISBN 3-540-64990-5.

41
Susan Craw, Robin Boswell, and Ray Rowe*.
Knowledge Refinement to Debug and Maintain a Tablet Formulation System.
In Proceedings of the 9th IEEE International Conference on Tools with Artificial Intelligence (TAI'97), pages 446-453. IEEE Press, Newport Beach, CA, 1997.
ISBN 0-8186-8293-5.

42
Robin Boswell, Susan Craw, and Ray Rowe*.
Knowledge Refinement for a Design System.
In Enric Plaza and Richard Benjamins, editors, Knowledge Acquisition, Modeling and Management, Proceedings of the 10th European Workshop (EKAW97), LNCS 1319, pages 49-64. Springer, Sant Feliu de Guixols, Spain, 1997.
ISBN 3-540-63592-0.

43
Gareth Palmer and Susan Craw.
The Selection of Training Cases for Automated Knowledge Refinement.
In Jan Vanthienen and Frank van Harmelen, editors, Proceedings of the 4th European Symposium on the Validation and Verification of Knowledge Based Systems (EUROVAV97), pages 205-215. Leuven, Belgium, June 1997.

44
Marie-Christine Rousset and Susan Craw.
Ecai-96 workshop on validation, verification and refinement of KBS: A short report.
Knowledge Engineering Review, 12(1):95-98, 1997.

45
Gareth Palmer and Susan Craw.
The Role of Test Cases in Automated Knowledge Refinement.
In Proceeding of the 16th BCS SGES Expert Systems Conference, pages 75-90. SGES Publications, Cambridge, UK, 1996.
ISBN 1 899621 13 X.

46
Robin Boswell, Susan Craw, and Ray Rowe*.
Refinement of a Product Formulation Expert System.
In Proceedings of the ECAI-96 Workshop on Validation, Verification and Refinement of KBS, pages 74-79. Budapest, Hungary, August 1996.

47
Susan Craw.
Refinement Complements Verification and Validation.
International Journal of Human-Computer Studies, 44(2):245-256, 1996.
ISSN 1071-5819.
URL |http://www.idealibrary.com/links/artid/ijhc.1996.0012/production/pdf|.

48
D. Sleeman*, M. Rissakis*, Susan Craw, N. Graner*, and S. Sharma*.
Consultant-2: Pre- and Post-Processing of Machine Learning Applications.
International Journal of Human-Computer Studies, 43(1):43-63, 1995.
ISSN 1071-5819.
URL |http://www.idealibrary.com/links/doi/10.1006/ijhc.1995.1035/pdf|.

49
Susan Craw and Paul Hutton.
Protein Folding: Symbolic Refinement Competes with Neural Networks.
In Armand Prieditis and Stuart Russell, editors, Machine Learning: Proceedings of the Twelfth International Conference, pages 133-141. Morgan Kaufmann, Tahoe City, CA, 1995.
ISBN 1-55860-377-8.

50
Gareth Palmer and Susan Craw.
Utilising Explanation to Assist the Refinement of Knowledge-Based Systems.
In Marc Ayel and Marie-Christine Rousset, editors, Proceedings of the 3rd European Symposium on the Validation and Verification of Knowledge Based Systems (EUROVAV95), pages 201-211. Aderias, Chambéry, June 1995.

51
Susan Craw and D. Sleeman*.
Refinement in Response to Validation.
Expert Systems with Applications, 18(3):343-349, 1995.
ISSN 0957-4174.

52
Susan Craw and D. Sleeman*.
Knowledge-based Refinement of Knowledge Based Systems.
Technical Report RGU-SCMS-95/2, The Robert Gordon University, Aberdeen, Scotland, 1996.

53
N. Graner*, S. Sharma*, D. Sleeman*, M. Rissakis*, C. Moore*, and Susan Craw.
The Machine Learning Toolbox Consultant.
International Journal on Artificial Intelligence Tools, 2(3):307-328, 1994.
ISSN 0218-2130.

54
Susan Craw, D. Sleeman*, Robin Boswell, and L. Carbonara*.
Is Knowledge Refinement Different from Theory Revision?.
In Stefan Wrobel, editor, Proceedings of the MLNet Familiarization Workshop on Theory Revision and Restructuring in Machine Learning (ECML-94), pages 32-34. GMD Technical Report Number 842, Catania, Sicily, Italy, April 1994.

55
Susan Craw.
Refinement assists quality assurance.
In Proceedings of the Workshop on Validation of Knowledge-based Systems at the International Joint Conference on Machine Learning (IJCAI-93), pages 5-15. Chambéry, France, 1993.

56
S. Sharma*, N. Graner*, D. Sleeman*, M. Rissakis*, and Susan Craw.
A Consultant for applying Machine Learning to real world problems.
In Y. Kodratoff and P. Langley, editors, Proceedings of the Workshop on Real World Applications of ML at the European Conference on Machine Learning (ECML-93). Vienna, Austria, 1993.

57
Susan Craw, D. Sleeman*, N. Graner*, M. Rissakis*, and S. Sharma*.
Consultant: Providing advice for the Machine Learning Toolbox.
In Proceedings of the 12th BCS SGES Expert Systems Conference, pages 5-23. Cambridge University Press, Cambridge, England, 1992.
ISBN 0-521-44517-5.
Awarded Best Refereed Technical Paper.

58
Y. Kodratoff*, D. Sleeman*, M. Uszynski*, K. Causse*, and Susan Craw.
Building a machine learning toolbox.
In B. Le Pape and L. Steels, editors, Enhancing the Knowledge Engineering Process - Contributions from Esprit, pages 81-108. Elsevier, 1992.
ISBN 0-444-89893-X.

59
D. Sleeman*, S. Craw, I. Ellery*, S. Sharma*, and P. Edwards*.
Machine Learning, Knowledge-Base Refinement and Knowledge Acquisition: Systems Which Cope with Incomplete and Inconsistent Knowledge-Bases.
In Marc Lister and Brian R Gaines, editors, Proceedings the Fifth European Knowledge Acquisition Workshop (EKAW 91), pages 332-342. GMD Studien Nr. 211, Crieff, Scotland, 1992.

60
Susan Craw and D. Sleeman*.
The Flexibility of Speculative Refinement.
In L. Birnbaum and G. Collins, editors, Machine Learning: Proceedings of the Eighth International Workshop, pages 28-32. Morgan Kaufmann, Evanston, IL, 1991.
ISBN 1-55860-200-3.

61
Susan Craw.
Automating the Refinement of Knowledge Based Systems.
PhD thesis, University of Aberdeen, 1991.

62
Susan Craw.
Judging Knowledge Base Quality.
In M. Ayel and J-P. Laurent, editors, Validation, Verification and Test of Knowledge-Based Systems, pages 207-219. Wiley, 1991.
ISBN 0-471-93018-0.

63
Susan Craw and D. Sleeman*.
Automating the Refinement of Knowledge-Based Systems.
In L. C. Aiello, editor, Proceedings of the ECAI90 Conference, pages 167-172. Pitman, Stockholm, SWEDEN, 1990.
ISBN 0-273-08822-X.

64
Susan Craw and D. Sleeman*.
Automating the refinement of knowledge-based systems.
Technical Report AUCS/TR9002, University of Aberdeen, 1990.

65
D. Sleeman*, Steve Messick*, Neil A. B. Gray*, and Susan Ross.
An aide for checking the consistency of a theory, CONCHE.
In Y. Kodratoff and A. Hutchinson, editors, Machine and Human Learning, pages 51-52. Kogan Page, London, 1989.

66
Susan M. Ross.
Homotopy in Banach Algebras.
Master's thesis, University of Aberdeen, 1979.

67
Ian G. Craw and Susan M. Ross.
Separable algebras over a commutative Banach Algebra.
Pacific Journal of Mathematics, 104:317-336, 1983.



Susan Craw (smc@scms.rgu.ac.uk)