dhs-publications

Publications List (1986 - 2010)

2010

L Moss, D Sleeman, M Sim, M Booth, M Daniel, L Donaldson, C Gilhooly, M Hughes, J Kinsella (2010) Ontology-driven hypothesis generation to explain anomalous patient responses to treatment. Knowledge Based Systems, Volume 23, Issue 4, pages 309-315. (Abstract & Paper Download)

D Sleeman, L Moss, E Gyftodimos, M Nicolson, G Devereux (2010). A Comparison between Clinical Decisions made about Lung Cancer Patients and those inherent in the corresponding Scottish Intercollegiate Guideline Network (SIGN) Guideline. Health Informatics Journal, 16: p 260-273

(Abstract & Paper Download)

Laura Moss, Derek Sleeman, Malcolm Sim (2010) Reasoning by Analogy in the Generation of Domain Acceptable Ontology Refinements. Knowledge Engineering and Management by the Masses, 17th International Conference, EKAW 2010 Proceedings (Lisbon, Portugal). pages 534-543. Springer.

(Abstract & Paper Download)

2009

Derek Sleeman, Ken Barker & David Corsar (2009) Report on the Fourth International Conference on Knowledge Capture (KCAP-2007), AI Magazine, Spring 2009, p126-127. (Abstract & Paper Download)

Malcolm Sim, Andy Aiken, Laura Moss, Derek Sleeman, and John Kinsella. (2009) Confusion Matrices To Refine A Novel Scoring System For Cardiovascular Instability In Intensive Care. Scottish Medical Journal, Volume 54, Issue 2, pg 56, May 2009.

(Abstract & Paper Download)

Laura Moss, Derek Sleeman, Malcolm Booth, Malcolm Daniel, Lyndsay Donaldson, Charlotte Gilhooly. Explaining Anomalous Responses to Treatment in the Intensive Care Unit. C Combi, Y Shahar, A Abu-Hanna (ed), Proceedings of the AIME-2009 Conference (Verona Italy): pages 250-254. Springer-Verlag, Berlin / Heidelberg (Abstract & Paper Download)

David Corsar, Laura Moss, Derek Sleeman, Malcolm Sim. Supporting the Development of Medical Ontologies. Stefano Borgo, Leonardo Lesmo (ed), Frontiers in Artificial Intelligence and Applications: Formal Ontologies Meet Industry (Vicenza, Italy): pages 114-125. IOS Press.

(Abstract & Paper Download)

Laura Moss, Derek Sleeman, Malcolm Sim, Malcolm Booth, Malcolm Daniel, Lyndsay Donaldson. Ontology-Driven Hypothesis Generation to Explain Anomalous Patient Responses to Treatment. Max Bramer, Richard Ellis, Miltos Petridis (eds), Proceedings of AI-2009 (R&D in Intelligent Systems XXVI) (Cambridge, UK): pages 63-76. Springer, London / Heidelberg. (Abstract & Paper Download)

Derek Sleeman, Andy Aitken, Laura Moss, John Kinsella, Malcolm Sim. A System to Detect Inconsistencies between a Domain Expert’s Different Perspectives on (Classification) Tasks Janusz Kacprzyk (ed), Advances in Machine Learning II, Studies in Computational Intelligence: pages 293-314. Springer Berlin / Heidelberg. (Abstract & Paper Download)

2008

Joey Lam, Jeff Z. Pan, Derek Sleeman, Wamberto Vasconcelos. (2008) A Fine-Grained Approach to Resolving Unsatisfiable Ontologies Journal of Data Semantics pages 62-95

(Abstract & Paper Download)

Alun Preece, Mario Gomez, Geeth de Mel, Wamberto Vasconcelos, Derek Sleeman, Thomas La Porta. (2008) Matching Sensors to Missions using a Knowledge-Based Approach, SPIE Defense Transformation and Net-Centric Systems 2008 (Orlando World Center, Marriott Resort and Convention Center, Orlando, Florida, USA): pages 12

(Abstract & Paper Download)

Edward Thomas, Derek Sleeman, Jeff Z Pan, Quentin Reul, Joey Lam. (2008) Aberdeen University Ontology Reuse Stack Derek Sleeman, Mark Musen (ed), Proceedings of the AAAI 2008 Spring Symposium Series (Stanford University). AAAI, AAAI, 445 Burgess Drive, Menlo Park, California 94025, USA.

(Abstract & Paper Download)

David Corsar, Derek Sleeman. (2008) KBS Development on the (Semantic) Web Derek Sleeman, Mark Musen (ed), AAAI 2008 Spring Symposium Series (Stanford University, Palo Alto, CA, USA): pages 35-44. AAAI Press, 445 Burgess Drive, Menlo Park, California 94025, USA.

(Abstract & Paper Download)

David W. Fowler, Quentin Reul, Derek Sleeman. (2008) IPAS ontology development Stefano Borgo, Leonardo Lesmo (ed), Proceedings of the 3rd International Workshop on Formal Ontology Meet Industry Workshop (FOMI 2008) (Torino, Italy): pages 120-131. IOS Press, Amsterdam, The Netherlands.

(Abstract & Paper Download)

Laura Moss, Derek Sleeman, John Kinsella, Malcolm Sim. (2008) ACHE: An Architecture for Clinical Hypothesis Examination, Proceedings of 21st IEEE International Symposium on Computer-Based Medical Systems (CBMS 2008) (Jyvaskyla, Finland): pages 158-160

(Abstract & Paper Download)

Suraj Ajit, Derek Sleeman, David W Fowler, David Knott. (2008) Constraint capture and maintenance in engineering design AI for Engineering Design, Analysis & Manufacturing. 22: pages 325-343

(Abstract & Paper Download)

Derek Sleeman, Suraj Ajit, David W Fowler, David Knott. (2008) The role of ontologies in creating and maintaining corporate knowledge: A case study from the aero industry Journal of Applied Ontology. 3: pages 151-172

(Abstract & Paper Download)

Trevor Runcie, Peter Gray, Derek Sleeman.(2008) Constraint Satisfaction and Fixes: Revisiting Sisyphus VT Max Bramer, Frans Coenen, Miltos Petridis (ed), Proceedings (Technical) of AI-2008 Conference (Cambridge, UK): pages 105-118. Springer, London.

(Abstract & Paper Download)

Derek Sleeman, Edward Thomas, Andy Aiken. (2008) Using Ontology Search Engines to support Users & Intelligent Systems solving a range of tasks Tony Allen, Richard Ellis, Miltos Petridis (ed), Proceedings of AI-2008 (Applications) (Cambridge, UK): pages 117-130. Springer, London.

(Abstract & Paper Download)

David Corsar, Derek Sleeman. (2008) Developing Knowledge-Based Systems using the Semantic Web Erol Gelenbe, Samson Abramsky, Vladimiro Sassone (ed), Visions of Computer Science, BCS International Academic Conference (London, UK): pages 29-40. BCS, BCS, Swindon, UK.

(Abstract & Paper Download)

Marcello Balduccini, Chitta Baral, Boyan Brodaric, Simon Colton, Peter Fox, Derek Sleeman. (2008) Reports of the AAAI 2008 Spring Symposia Artificial Intelligence Magazine. 29: pp 107-115

(Abstract & Paper Download)

2007

Suraj Ajit, Derek Sleeman, David W Fowler, David Knott, Kit Hui. (2007) ConEditor+: Capture and Maintenance of Constraints in Engineering Design. Rose Dieng, Nada Matta (ed), IJCAI-07 Workshop on "Knowledge Management & Organizational Memories" (Hyderabad, India): pages 6-11 (Abstract & Paper Download)

Derek Sleeman, Nick Fluck, Elias Gyftodimos, Laura Moss, Gordon Christie. An Intelligent Aide for Interpreting a Patient's Dialysis Data Set Riccardo BELLAZZI, Ameen Abu-Hanna, Jim Hunter (ed), AIME 2007 Conference Proceedings (Amsterdam, The Netherlands.): pages 57-66. Springer, Germany. (Abstract & Paper Download)

Derek Sleeman, Stuart Chalmers. Supporting Domain Experts In Formulating Constraint Satisfaction Problems, The First International Workshop on Knowledge Capture and Constraint Programming (KCCP 2007) (Whistler, BC): pages 26-32 (Abstract & Paper Download)

David Corsar, Derek Sleeman. KBS Development Through Ontology Mapping and Ontology Driven Acquisition Derek Sleeman, Ken Barker (ed), K-CAP '07: Proceedings of the 4th International Conference on Knowledge Capture (Whistler, BC, Canada): pages 23-30. ACM, New York, NY, USA. (Abstract & Paper Download)

Elias Gyftodimos, Laura Moss, Derek Sleeman, Andrew Welch. Predicting response to chemotherapy in breast cancer patients using machine learning techniques, Current Perspectives in Healthcare Computing 2007, Proceedings of the Healthcare Computing 2007 Conference (HC2007) (Harrogate, UK). The British Computer Society Health Informatics Forum

(Abstract & Paper Download)

Edward Thomas, Jeff Z. Pan, Derek Sleeman. ONTOSEARCH2: Searching Ontologies Semantically, The 2007 International Workshop on OWL: Experiences and Directions (OWLED 2007)

(Abstract & Paper Download)

David Corsar, Derek Sleeman, Anne McKenzie. Extending Jess to Handle Uncertainty Max Bramer, Frans Coenen, Miltos Petridis (ed), Research and Development in Intelligent Systems XXIV Proceedings of AI-2007, the Twenty-seventh SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence (Cambridge, UK): pages 81-93. Springer, London. (Abstract & Paper Download)

Elias Gyftodimos, Laura Moss, Derek Sleeman, Andrew Welch. Analysing PET scans data for predicting response to chemotherapy in breast cancer patients Richard Ellis, Tony Allen, Miltos Petridis (ed), Applications and Innovations In Intelligent Systems XV Proceedings of AI-2007, the Twenty-seventh SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence (Cambridge, UK): pages 59-72. Springer (Abstract & Paper Download)

A Preece, M Gomez, G de Mel, W Vasconcelos, D Sleeman, S Colley, & T La Porta, An Ontology-Based Approach to Sensor-Mission Assignment, Proc 1st Annual Conference of the International Technology Alliance (ACITA 2007), 9 pages, 2007. (Abstract & Paper Download).

2006

Martin J Kollingbaum, Timothy J Norman, Alun Preece, Derek Sleeman. (2006) Norm Refinement - Informing the Re-negotiation of Contracts Guido Boella, Olivier Boissier, Eric Matson, Javier Vazquez-Salceda (ed), Proceedings of the Workshop on Coordination, Organisation, Institutions and Norms COIN, ECAI 2006 (ECAI 2006): pages 46 – 51. (Abstract & Paper Download)

David Corsar, Derek Sleeman. (2006) Reusing JessTab rules in Protégé Knowledge-Based Systems. 19(5): pages 291-297 © Elsevier B.V. (Abstract & Paper Download)

Derek Sleeman, Stuart Chalmers. (2006) Assisting domain experts to formulate & solve constraint satisfaction problems S Staab, V Svatek (ed), Managing Knowledge in a World of Networks: 15th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2006) (Podebrady, Czech Republic) 4248: pages 19-26. Springer Berlin / Heidelberg, Berlin. © Springer. (Abstract & Paper Download)

Derek Sleeman, Quentin H Reul. (2006) CleanONTO: Evaluating Taxonomic Relationships in Ontologies Denny Vrandecic, Mari Carmen Suárez-Figueroa, Aldo Gangemi, York Sure (ed), Proceedings of 4th International EON Workshop on Evaluation of Ontologies for the Web (Edinburgh, Scotland). (Abstract & Paper Download)

Sik Chun Joey Lam, Jeff Pan, Derek Sleeman , Wamberto Vasconcelos. (2006) A Fine-Grained Approach to Resolving Unsatisfiable Ontologies, IEEE/WIC/ACM International Conference on Web Intelligence (WI-2006) (Hong Kong, China). IEEE. (Abstract & Paper Download)

Jeff Z Pan, Edward J Thomas, Derek H Sleeman. (2006) ONTOSEARCH2: Searching and Querying Web Ontologies, IADIS International Conference WWW/Internet 2006 (University of Murcia): pages 211-219. IADIS.

(Abstract & Paper Download)

Derek Sleeman, Trevor Runcie, Peter Gray. (2006) Reuse: Revisiting Sisyphus-VT Steffen Staab, Vojtech Svatek (ed), Proceedings of EKAW 2006 Conference (Podebrady, Czech Republic): pages 59-66. Springer, Berlin / Heidelberg, Germany. (Abstract & Paper Download)

Derek Sleeman, Suraj Ajit, David W Fowler, David Knott. (2006) The role of ontologies in creating & maintaining corporate knowledge: a case study from the aero industry Roberta Cuel, Roberta Ferrario (ed), FOMI-06 Workshop Proceedings (Trento, Italy). Laboratory for Applied Ontology, ISTC-CNR, Trento, Italy. (Abstract & Paper Download)

Mischa M Tuffield , Stephen Harris, Ajay Chakravarthy, Christopher Brewster , Derek Sleeman, Nigel R Shadbolt. (2006) Image annotation with Photocopain, First International Workshop on Semantic Web Annotations for Multimedia (SWAMM 2006). (Edinburgh, Scotland). WWW Conference (2006). (Abstract & Paper Download)

2005

T E Nordlander, D Sleeman,and K N Brown (2005) Knowledge Base Reuse Through Constraint Relaxation. In Proceedings of KCAP-05, publ: ACM Press, pp59-66. (Abstract & Paper Download)

S Ajit, D Sleeman, DW Fowler, D Knott, and K Hui (2005) Acquisition & Maintenance of Constraints in Engineering Design. In Proceedings of KCAP-05, publ: ACM Press, pp173-174 (Abstract & Paper Download)

D Corsar & D Sleeman (2005) Reusing JessTab Rules in Protégé. In Proceedings of AI-2005, publ: Springer, pp 7-20. (Abstract & Paper Download)

S Ajit, D Sleeman, D W. Fowler, D Knott, and K Hui (2005) Capture and Maintenance of Engineering Design Constraints, Poster at AI-2005 Conference, Cambridge UK, December 2005. (Abstract & Paper Download)

Sik Chun (Joey) Lam, D H. Sleeman, W Vasconcelos (2005) ReTAX++: a Tool for Browsing and Revising Ontologies. In Posters & Demonstrations Proceedings, ISWC: Galway, November 2005. (Abstract & Paper Download)

Sik Chun (Joey) Lam, D Sleeman, and W Vasconcelos (2005) Graph-Based Ontology Checking. In Proceedings of KCAP05 workshop on Ontology Management: Searching, Selection, Ranking and Segmentation, Banff, Canada, October 2005. pp33 -40. (Abstract & Paper Download)

E Thomas, H Alani, D Sleeman, & C Brewster (2005) Searching and Ranking Ontologies on the Semantic Web. In Proceedings of KCAP05 workshop on Ontology Management: Searching, Selection, Ranking and Segmentation, Banff, Canada, October 2005. pp57 -60. (Abstract & Paper Download)

E Thomas, Yi Zhang, D Sleeman, AD Preece, C McKenzie, and J Wright (2005) OntoSearch: Retrieval and Reuse of Ontologies. In Proceedings AIME-05 workshop on Biomedical Ontology Engineering, Aberdeen, July 2005.

(Abstract & Paper Download)

2004

S Ajit, D Sleeman, DW Fowler, & D Knott (2004) ConEditor: Tool to Input & Maintain Constraints. In Proceedings of EKAW-2004 Conference, Whittlebury Hall, UK, October 2004. Published by Springer, pp 466-468. (Abstract) (Download)

Y Zhang, W Vasconcelos, D Sleeman (2004). OntoSearch: An Ontology Search Engine. In Proceedings of AI-2004 Conference, Cambridge, UK, December 2004. Publisher: Springer, p 58-69. (Abstract) (Download)

SC Joey Lam, D Sleeman, W Vasconcelos, (2004). ReTAX+: A Cooperative Taxonomy Revision Tool. In Proceedings of AI-2004 Conference, Cambridge, UK, December 2004. Publisher: Springer, p 64-77. (Abstract) (Download)

DW Fowler, D Sleeman, G Wills, T Lyon, & D Knott (2004). The Designers’ Workbench: Using Ontologies & Constraints for Configuration. In Proceedings of AI-2004 Conference, Cambridge, UK, December 2004. Publisher: Springer, p 209-221. (Abstract) (Download)

G Wills, D Fowler, D Sleeman, R Crowder, S Kampa, L Carr, & D Knott (2004) Issues in moving to a Semantic Web for a large Corporation. Proceedings of PAKM-2004, Vienna (2004). Publisher: Springer, p 378-388. (Abstract) (Download)

2003

D. Sleeman, S. Potter, D. Robertson and M. Schorlemmer (2003) Ontology Extraction for Distributed Environments. edited by B. Omelayenko and M. Klein. Knowledge Transformation for the Semantic Web (pp. 80-91) Amsterdam: IOS Press. (Abstract) (Download)

P. Troxler and D. Sleeman (2003) Intelligent cause and effect analysis of critical incidents in anaesthesia. edited by J. Bryant. Current Perspectives in Healthcare Computing Conference, held at Harrogate, UK, (pp. 260-262. . (Abstract) (Download)

A. McQuatt, D. Sleeman, P. Andrews, V. Corruble and P. Jones (2003) Discussing Anomalous Situations using Decision Trees: A Head Injury Case Study. Yearbook of Medical Informatics, 2003(pp. 551-557) Germany: Schattauer. (Abstract)

A. Hameed, A. Preece and D. Sleeman (2003) Ontology Reconciliation. edited by S. Staab and R. Studer. Handbook on Ontologies in Information Systems (pp. 231 – 250) Germany: Springer Verlag. (Abstract) (Download)

T. Nordlander, K. Brown and D. Sleeman (2003) Identifying inconsistent CSPs by Relaxation. Ninth International Conference on Principles and Practice of Constraint Programming, held at Cork, (pp. 987). (Abstract) (Download)

A. Aiken and D. Sleeman (2003) Refiner++: A Knowledge Acquisition and Refinement Tool. edited by D. Sleeman and Y. Gil. Capturing knowledge from domain experts: Progress & Prospects, held at Sanibel Island, Florida. (Abstract) (Download)

T. Nordlander, K. Brown and D. Sleeman (2003) Constraint Relaxation Techniques to Aid the Reuse of Knowledge Bases and Problem Solvers. Proceedings of the Twenty-third SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held at Cambridge, Springer, (pp. 323 – 335). (Abstract) (Download)

D. Sleeman, Y. Zhang and W. Vasconcelos (2003) Characterisation of Knowledge Bases. The Twenty-third SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held at Cambridge, Springer, (pp. 235 - 246). (Abstract) (Download)

T. Norman, D. Sleeman and N. Chapman (2003) Adaptive Brokering in Agent-Mediated Electronic Commerce. Twenty-third SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held at Cambridge, Springer, (pp. 339 -352). (Abstract) (Download)

P. Andrews and D. Sleeman (2003) Predicting Recovery. J NeuroSurgery (Forum), vol. 98, pp. 440 – 442. (Abstract)

2002

D Sleeman (2002). Book review of: "Knowledge Engineering and Management: The CommonKADS Methodology" by G Schreiber, H Akkermans , A Anjewierden, R de Hoog, N Shadbolt, W van de Velde, and B Wielinga (2001). Artificial Intelligence in Medicine, 24, pp97-102. (Abstract)

S. White & D. Sleeman (2000/2). A Constraint-Based Approach to the Description & Detection of Fitness-for-Purpose. Electronic Transactions on Artificial Intelligence, Volume 4, pp 155-183 and http: //www.ep.liu.se/ej/etai/2000/016/ (Abstract) (Download)

Derek Sleeman, Stephen Potter, Dave Robertson, and W. Marco Schorlemmer (2002)
Enabling Services for Distributed Environments: Ontology Extraction and Knowledge Base Characterisation. Proceedings of Workshop on Knowledge Transformations for the Semantic Web, held at ECAI-02, Lyon France, 21-26 July 2002 (Abstract) (Download)

W. Marco Schorlemmer, Stephen Potter, David Robertson, and Derek Sleeman (2002)
Formal Knowledge Management in Distributed Environments. Proceedings of Workshop on Knowledge Transformations for the Semantic Web, held at ECAI-02, Lyon France, 21-26 July 2002 (Abstract) (Download)

Adil Hameed, Derek Sleeman & Alun Preece (2002). Reconciling Experts’ Ontologies for the Semantic Web. Proceedings of the First International Semantic Web Conference (ISWC-2002), Sardinia, Italy, June 9-12, 2002. (Abstract) (Download)

Adil Hameed, Derek Sleeman & Alun Preece (2002). OntoManager: A Workbench Environment to facilitate Ontology Management and Interoperability. Proceedings of the EON-2002 Workshop on Evaluation of Ontology-based Tools at the 13th International Conference on Knowledge Engineering and Knowledge Management (EKAW-2002), held in Sigüenza, Spain, September 30- October 4, 2002. (Abstract) (Download)

PJD Andrews, D Sleeman, PFX Satham , AM McQuatt, V Corruble , PA Jones , T Howells, CSA Macmillan. (2002)
Forecasting recovery after traumatic brain injury using intelligent data analysis of admission variables and time series physiological data- a comparison with logistic regression. Journal of Neurosurgery. 2002; 97, pp326-336. (Abstract) (Download)

Marco Schorlemmer, Stephen Potter, David Robertson & Derek Sleeman (2002) Knowledge Life-Cycle Management over a Distributed Architecture. Expert Update, vol 5, pp 2-19. (Abstract) (Download)

A Hameed, D Sleeman & A Preece. (2002) Detecting Mismatches Among Experts’ Ontologies Acquired through Knowledge Elicitation.. Knowledge-Based Systems 15(5-6):265–273, 2002. © Elsevier Science B.V., Amsterdam (Abstract) (Download)

2001

A Preece, A Flett, D Sleeman, D Curry, N Meany & P Perry (2001) Better Knowledge Management through Knowledge Engineering. IEEE Intelligent Systems, p36-43. (Abstract)
Derek Sleeman, Zhi Luo, Peter Andrews & Pat Jones (2001). What insights can be obtained from Temporal Physiological Data-sets collected during Intensive Care for Head-Injury patients? Workshop on Computers in Anaesthesia & Intensive Care: Knowledge-Based Information Management at AIME-01 (Cascais, Portugal). (Abstract)
Simon White & Derek Sleeman (2001). A Grammar-Driven Knowledge Acquisition Tool that incorporates Constraint Propagation. KCAP-01 Conference, Victoria, Canada (October 2001), ACM Press, pp187 – 193. (Abstract) (More)
Derek Sleeman (2001) Knowledge Technologies: A ReUse Perspective. Research and Development in Intelligent Systems XVIII (Proceedings of ES 2001), BCS Conference Series, Springer-Verlag, 2001, pp 3-6. (Abstract)
A. Hameed, D. Sleeman & A. Preece (2001). Detecting Mismatches Among Experts' Ontologies Acquired through Knowledge Elicitation. Research and Development in Intelligent Systems XVIII (Proceedings of ES 2001), BCS Conference Series, Springer-Verlag, 2001, pp 9-22. (Abstract)
A. McQuatt, D. Sleeman, P. J. D. Andrews, V. Corruble, & P. A. Jones (2001). Discussing Anomalous Situations using Decision Trees: A Head Injury Case Study. Methods of Information in Medicine 2001, pp 373-379. (Abstract)

2000

E Alberdi, & D. H. Sleeman, & M Korpi. (2000) Accommodating Surprise & Taxonomic Tasks: The Role of Expertise. Cognitive Science, Vol 24(1), pp53-91. (Abstract)
D. Sleeman, V. Corruble & R. Valdés- Pérez (2000). Introduction/Editorial: Machine Discovery International Journal Human-Computer Studies, 53, pp 333-334. (Abstract)
Alun Preece, Alan Flett, Derek Sleeman, David Curry, Nigel Meany, & Phil Perry. Better Knowledge Management Through Knowledge Engineering: A Case Study in Drilling Optimisation. In Applications & Innovations in Intelligent Systems VIII (ed A Macintosh, M Moulton & F Coenen) Publ: Springer, pp 63-76. (Abstract)

1999

S White & D H Sleeman, A Constraint-based Approach to the Description of Competence, In D Fensel & R Studer (eds) Knowledge Acquisition, Modeling and Management, pages 291-308, Springer, 1999. (Abstract)
A McQuatt, P J D Andrews, D H Sleeman, V Corruble & P A Jones, The Analyses of Head Injury Data Using Decision Tree Techniques, Artificial Intelligence in Medicine, In W Horn et al (eds) AIMDM'99 Conference, Aalborg, Denmark, pages 336-345, Springer-Verlag, 1999. (Abstract)
L Carbonara & D. Sleeman. (1999) Effective and Efficient Knowledge Base Refinement. Machine Learning, Vol 37, pp143-181. (Abstract)

1998

S. White & D. H. Sleeman (1998). Providing Advice on the Acquisition and Reuse of KnowledgeBases in Problem Solving. In Proceedings of the 11th Banff Knowledge Acquisition Workshop. SRDG Publications, Calgary, Canada. ppS-21. (Abstract)
D.H. Sleeman & V. Corruble (1998). The Role of Knowledge in a Data Mining Algorithm. In Proceedings of the Fourth International Workshop on Multi-Strategy Learning (MSL-98). Department of Informatics, University of Torino. Vol. 1 pp165-174. (Abstract)
M. Winter, D. Sleeman & T. Parsons (1998). Inventory Management using constraint satisfaction and knowledge refinement techniques. Knowledge-Based systems, 11, pp293-300. (Abstract)
P J D Andrews, A McQuatt, P A Jones, T Howells & D H Sleeman, Decision Tree Analyses of Demographic, Time Series Physiological and Medical Complication Data After Traumatic Brain Injury, British Journal of Anaesthesia, 82, 455-456, 1998. (Abstract)

1997

E Alberdi & D Sleeman, ReTAX: a step in the Automation of Taxonomic Revision, Artificial Intelligence, 91, p257-279, 1997. (Abstract)
H A Simon, R E Valdez-Perez & D Sleeman, Scientific Discovery and Simplicity of Method (Guest Editorial), Artificial Intelligence, 91, p177-181, 1997. (Abstract)
D Sleeman & S White, Toolbox for Goal-Driven Knowledge Acquisition, In Proceedings 1997 Cognitive Science Society Conference, p 1054, 1997. (Abstract)
M Winter & D Sleeman & T Parsons, Inventory Management using Constraint Satisfaction and Knowledge Refinement Techniques, In Research and Development in Expert Systems XIV, J Hunt & R Miles (Eds), SGES Publications, British Computer Society, pp 277-293, 1997. (Abstract)
S Caggese, D Sleeman & F Mitchell, Workbench for Data Visualization, Manipulation and Hypothesis Generation, In Proc Workshop on Automatic Learning and Natural Language, University of Torino, Italy, pp141-144, 1997. (Abstract)
F Mitchell, D Sleeman, J A Duffy, M D Ingram & R W Young, Optical Basicity of Metallurgical Slags: New Computer based system for data visualisation and analysis, In Ironmaking and Steelmaking, pp 306-320, 1997. (Abstract)

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1996

R OEHLMANN, P EDWARDS & D SLEEMAN (1996). Self-Questioning and Experimentation: An Index Vocabulary of Situated Interaction. In Progress in Case-Based Reasoning (ed Ian D Watson). Springer. pp 59-72. (Abstract)
P LEO, D SLEEMAN & A TSINAKOS (1996). S-SALT: A problem-solver, knowledge acquisition tool and associated knowledge base refinement mechanisms. In Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 10, pp 157-159. (Abstract)
D SLEEMAN & F MITCHELL (1996). Towards Painless Knowledge Acquisition. In Advances in Knowledge Acquisition, Nigel Shadbolt, Kieron O'Hara & Guus Schreiber (Eds). Berlin: Springer-Verlag, pp 262-277. (Abstract)
L CARBONARA & D SLEEMAN (1996). Improving the efficiency of Knowledge Base Refinement. In Proceedings of the 13th International Machine Learning Conference, L Saitta (ed). San Francisco: Morgan Kaufmann, pp 78-86. (Abstract)
L. Carbonara & D Sleeman (1996). STALKER: an Efficient Knowledge Base Refinement System. In Proceedings of the Verification, Validation and Refinement of Knowledge Based Systems Workshop at the Pacific Rim International Conference on Artificial Intelligence, G Antoniou (ed). Technical Report CIT-96-05, Griffith University, ISSN-0818-3457, pp7-16. (Abstract)

1995

F MITCHELL, DH SLEEMAN & R MILNE (1995). How to do Knowledge Acquisition without completely annoying your Expert. IEE Colloquium on Knowledge Discovery in Databases. London, February 1995. pp 2/1-2/10. (Abstract)
A GORDON, D SLEEMAN, P EDWARDS (1995). Informal Qualitative Models: A Systematic Approach to their Generation. AAAI Spring Symposium on Systematic Methods of Scientific Discovery. pp 18-22. (Please contact Derek Sleeman)
E ALBERDI & D SLEEMAN (1995). Taxonomy Revision in Botany: A Simulation of Historical Data. AAAI Spring Symposium on Systematic Methods of Scientific Discovery. pp 99-104.(Abstract)
E ALBERDI & D SLEEMAN (1995). Taxonomy Revision as Shift of Representational Focus. In ECCS95 (European Conference on Cognitive Science). pp 47-54.(Abstract)
R OEHLMANN, P EDWARDS, D SLEEMAN (1995). Introspection Planning: Representing Metacognitive Experience. In (M Cox, M Freed et al Eds) Proceedings of AAAI Spring Symposium on Representing Mental States & Mechanisms. pp 102-110.(Abstract)
D SLEEMAN, M RISSAKIS, S CRAW, N GRANER & S SHARMA (1995). Consultant-2: pre- and post-processing of Machine Learning applications. In Int. J. Human-Computer Studies 43, 43-63.(Abstract)
S CRAW, D SLEEMAN (1995). Refinement in Response to Validation. In Expert Systems With Applications, Vol. 8, No. 3, 343-349.(Abstract)
M WINTER & D SLEEMAN (1995). REFINER+: An Efficient System for Detecting and Removing Inconsistencies in Example Sets. In Research & Development in Expert Systems XII (eds MA Bramer, JL Nealon & R Milne). Oxford: Information Press Ltd. pp 115-132. (Abstract)

1994

D SLEEMAN, (1994). Towards a Technology and a Science of Machine Learning. AI Communications, 7(1), pp 29-38.(Abstract)
S CRAW, D SLEEMAN, R BOSWELL, & L CARBONARA, (1994). Is Knowledge Refinement Different from Theory Revision? In MLnet Workshop on Theory Revision and Restructuring Proceedings. Edited by S Wrobel. pp 33-35.(Abstract)
A GORDON, P EDWARDS, D SLEEMAN & Y KODRATOFF (1994). Scientific Discovery in a Space of Structural Models: An example from the History of Solution Chemistry. Proceedings of the 16th Annual Conference of the Cognitive Science Society, published by LEA (Hillsdale, NJ, USA), August 1994, pp 381-386.(Abstract)
R OEHLMANN, P EDWARDS & D SLEEMAN (1994). Changing the Viewpoint: Re-indexing by Introspective Questioning. Proceedings of the 16th Annual Conference of the Cognitive Science Society, published by LEA (Hillsdale, NJ, USA), August 1994, pp 675-680.(Abstract)
D SLEEMAN (1994) Some recent advances in KB Systems building. In Proceedings of Expert Systems 94 Conference, (eds MA Bramer & AL MacIntosh). Oxford, UK: Information Press Ltd, pp 3-16.(Abstract)
D SLEEMAN (1994). Introduction to the Abstracts of the Invited Talks presented at ML92 Conference in Aberdeen, 1-3 July 1992. ML Journal 14, p 303.(Abstract)

1993

R OEHLMANN, D SLEEMAN, P EDWARDS, (1993). Case-Based Planning in an Exploratory Discovery System. IEE Computing and Control Division Colloquim on "Case-Based Reasoning", pp 1/1 - 1/3.(Abstract)
S SHARMA, D SLEEMAN, (1993). Case-Base Reasoning, Learning and Refinement for Industrial Diagnosis. IEE Computing and Control Division Colloquim on "Case-Based Reasoning", pp 4/1 - 4/2.(Abstract)
N GRANER, D SLEEMAN, (1993). A Multistrategy Knowledge Refinement and Acquisition Toolbox. European Conference on Machine Learning Workshop Notes "Integrated Learning Architecture". (Abstract)
S SHARMA, N GRANER, D SLEEMAN, M RISSAKIS, S CRAW, (1993). A Consultant for Applying Machine Learning to Real World Problems. European Conference on Machine Learning Workshop "Real World Applications of Machine Learning".(Abstract)
S CRAW, D SLEEMAN, (1993). Refinement in Response to Validation. In Eurovav-93 Workshop Proceedings, edited by J CARDENOSA & P MESEGUER, pp 85 - 99.(Abstract)
N GRANER, D SLEEMAN, (1993). MUSKRAT: A Multistrategy Knowledge Refinement and Acquisition Toolbox. In Proceedings of the Second International Workshop on Multistrategy Learning, edited by R S MICHALSKI & G TECUCI, pp 107 - 119.(Abstract)
A E KELLY, D SLEEMAN, K J GILHOOLY, (1993). Artifical Intelligence in education: using state space search and heuristics in mathematics instruction. International Journal of Man-Machine Studies, vol 38, pp 725-746.(Abstract)
R OEHLMANN, D SLEEMAN, P EDWARDS, (1993). Learning plan transformations from self-questions: a memory-based approach. In: Proceedings of the Eleventh National Conference on Artificial Intelligence. Menlo Park, California: AAAI/MIT Press, pp 520-525.(Abstract)
E ALBERDI, D SLEEMAN, (1993). Theory refinement & scientific classification: a study in the domain of plant taxonomy. In: Working Notes of MLNet Workshop on Machine Discovery. P Edwards (Ed). Blanes, Spain, pp 51-55.(Abstract)
C TSATSARAKIS & D SLEEMAN, (1993). A Prototype Workbench for the ID3 Algorithm. In Proceedings of the 4th Hellenic Conference on Informatics. Vol 1, pp 205-218.(Abstract)
C TSATSARAKIS & D SLEEMAN (1993). Supporting Preprocessing and Postprocessing for Machine Learning Algorithms: A Workbench for ID3. Knowledge Acquisition, 5, pp 367-383.(Abstract)
N GRANER, S SHARMA, D SLEEMAN, M RISSAKIS, S CRAW, & C MOORE, (1993). The Machine Learning Toolbox Consultant. International Journal of Artificial Intelligence Tools. 2,3, pp 307-328.(Abstract)
P EDWARDS, D SLEEMAN, G C K ROBERTS & L Y LIAN, (1993). An AI Approach to Interpretation of NMR Spectra of Proteins. In AI & Molecular Biology, L Hunter (Ed), AAAI/MIT Press, pp 396 - 432.(Abstract)

1992

D SLEEMAN (1992). AI's goals, methodology, and achievements. In AI: Research Directions in cognitive Science: A European perspective volumes. D Sleeman and N O Bernsen (Eds); Erlbaum: New Jersey, pp 1-15.(Abstract)
D SLEEMAN & N O BERNSEN (Eds) (1992). Artificial Intelligence: Research Directions, In Cognitive Science: European Perspectives published Sussex: LEA.
D SLEEMAN & P EDWARDS (Eds) (1992). Proceedings of the 9th International Machine Learning Conference (ML92), Published by Los Altos: Morgan Kaufmann.(Abstract)
S CRAW, D SLEEMAN, N GRANGER, M RISSAKIS & S SHARMA, (1992). CONSULTANT; providing advice for the Machine Learning Toolbox in Research and Development in Expert Systems 1X M A Bramer & R W Milne (Eds). Published Cambridge: CUP, pp 5 - 23.(Abstract)
D SLEEMAN, S CRAW, I ELLERY, S SHARMA, P EDWARDS, (1992). Machine Learning, Knowledge Base Refinement & Knowledge Acquisition: systems which cope with incomplete and inconsistent Knowledge Bases. Proceedings of EKAW '91, GMD Studien NR. 211, pp 332 -342.(Abstract)
R OEHLMANN, D SLEEMAN, P EDWARDS, (1992). Self-Questioning & Experimentation in an Exploratory Discovery System. Proceedings of the ML-92 Workshop on Machine Discovery (MD-92), pp 41 - 50.(Abstract)
D ROVERSO, P EDWARDS, D SLEEMAN, (1992). Machine Discovery by Model-Driven Analogy. Proceedings of the ML-92 Workshop on Machine Discovery (MD92), pp 87 - 97.(Abstract)
Y KODRATOFF, D SLEEMAN, M USZYNSKI, K CAUSSE, S CRAW, (1992). Building a machine learning toolbox. In: Enhancing the knowledge engineering process. L Steels, B Lepape (Eds). North-Holland, Elsevier Science Publishers, pp 81 - 108.(Abstract)

1991

R M STEINBERG, D H SLEEMAN & D KTORZA, (1991). Algebra Students' Knowledge of Equivalence of Equations, Journal for Research in Mathematics Education, March 1991, Vol 22, No 2 pp 112-121.(Abstract)
D SLEEMAN, R D WARD, A E KELLY, R MARTINAK & J L MOORE, (1991). An overview of recent studies with PIXIE. In Teaching Knowledge and Intelligent Tutoring. P Goodyear (Ed). Ablex: New Jersey, pp 173-185.(Abstract)
D SLEEMAN & S CRAW, (1991). The Flexibility of Speculative Refinement. In Machine Learning: Proceedings of the Eighth Workshop 1991: pub. Morgan Kauffman, pp 28-32.(Abstract)

1990

D SLEEMAN, H HIRSH, I ELLERY & IN-YUNG KIM, (1990). Extending Domain Theories: Two Case Studies in Student Modelling. Machine Learning Journal, 5, pp 11-37.
S CRAW & D. SLEEMAN, (1990). Automating the Refinement of Knowledge- Based Systems. In Proceedings of ECAI-90. Luigia Aiello (Ed). London: Pitman, pp 167-172.

1989

D. SLEEMAN, S. MESSICK, N.A.B. GRAY & S. ROSS, (1989). An Aide for checking the consistency of a theory, CONCHE In Machine and Human Learning: Advances in European Research. Y. Kodratoff & A. Hutchinson (Eds). Chichester: Michael Horwood, pp 51-52.
R.T. PUTNAM, D. SLEEMAN, J.A. BAXTER & L.K. KUSPA, (1989). A Summary of Misconceptions of High-School BASIC Programmers In Studying the Novice Programmer. E. Soloway & J.C. Spohrer (Eds). Hillsdale, New Jersey: LEA. pp301-314.
J.A. BLANDO, A.E. KELLY, B.R. SCHNEIDER & D. SLEEMAN, (1989). Analyzing and Modelling Arithmetic Errors. Journal for Research in Mathematics Education, 20, pp 301-308.
D SLEEMAN, (1989). Artificial Intelligence and the enhancement of Human Creativity. In Lines of Thinking, Volume 2. K J Gilhooly, M Keane, R H Logie & G Erdos (Eds). John Wiley: London, pp 173-189.
D SLEEMAN, (1989). Artificial Intelligence: Fact or Fiction? Aberdeen University Review, 182, pp 136-156.
D H SLEEMAN, M K STACEY, P EDWARDS & N A B GRAY, (1989). An Architecture for Theory-Driven Scientific Discovery. In Proceedings of the Fourth EWSL. K Morik (Ed). London: Pitman, pp 11-23.
D SLEEMAN, A E KELLY, R MARTINAK, R D WARD & J L MOORE, (1989). Studies of Diagnosis and Remediation with High School Algebra Students, Cognitive Science, pp 551-568.

1988

I K KIRBY, R D WARD & D SLEEMAN, (1988). A Rational Reimplementation of VM using an Expert Systems Shell. Proc Expert Systems in Medicine 5, British Medical Informatics Society, Royal Free Hospital.
R D WARD, I K KIRBY, J B SMITH, J R CRAMMOND, D SLEEMAN & K LOWE, (1988). Building an Intelligent Tutoring System within an Expert Systems Shell. Proceedings 5th International Conference on Technology and Education, University of Edinburgh, March 1988, Vol 2, pp 13-16.
D SLEEMAN, A E KELLY, R MARTINAK, R D WARD & J MOORE,(1988). Diagnosis and Remediation in the Context of Intelligent Tutoring Systems. Proceedings 3rd CERCLE research workshop, University of Lancaster, April 1988.
R D WARD & D SLEEMAN, (1988). Learning to use the S-1 Knowledge Engineering tool. The Knowledge Engineering Review, 2(4), pp 265-276.
D H SLEEMAN (Ed) (1988). Proceedings of European Working Session on Learning. Pitman: London.
S SHARMA & D SLEEMAN, (1988). Refiner: A Case-based Differential Diagnosis Aide for Knowledge Acquisition and Knowledge Refinement. In Proceedings of EWSL-88 D Sleeman (Ed). Pitman: London, pp 201-210.
D SLEEMAN, R T PUTNAM, J BAXTER & L KUSPA, (1988). An Introductory Pascal Class: A Case Study of Students' Errors. In Teaching & Learning Computer Programming R E Mayer (Ed). LEA: Hillsdale, NJ, pp 237-257.
J L MOORE & D SLEEMAN, (1988). Enhancing PIXIE's tutoring capabilities. Int J Man-Machine Studies, pp 605-623.
D SLEEMAN & R D WARD, (1988). Intelligent Tutoring Systems in Training and Education: Prospects & Problems. In Research & Development in Expert Systems, V, (B Kelly & A Rector (Eds) C.U.P.: Cambridge, pp 331-343.
D SLEEMAN, P LANGLEY, & T M MITCHELL, (1988). Learning from Solution Paths: An Approach to the Credit Assignment Problem. In Readings from the AI Magazine: 1980-1985 R. Engelmore (Ed). Menlo Park: AAAI Press, pp 395 -399.

1987

D SLEEMAN, (1987). Cognitive Science, Artificial Intelligence and Developmental Psychology: Are there links? Could there be links? In The Child and the Computer (J Rutkowska & C Croon (Eds)) Chichester, Sussex: Wiley, pp 235-254.
D SLEEMAN, (1987). PIXIE: A Shell for developing Intelligent Tutoring Systems. In AI & Education: Volume 1 (R Lawler & M Yazdani (Eds)) London: Chapman & Hall, pp 239-265.
D SLEEMAN, (1987). Micro-SEARCH. A "Shell" for Building Systems to Help Students Solve Non- deterministic Tasks. In Intelligent Computer Based Instruction (G Kearsley (Ed)). Reading, Mass: Addison-Wesley, pp 69-81.
D SLEEMAN, (1987). Some challenges for Intelligent Tutoring Systems. In Proc of the Tenth International Conf on AI. Los Altos: Morgan-Kaufmann, pp 1166-1168.
D SLEEMAN & J S BROWN (Eds) (1987). Intelligent Tutoring Systems (Japanese version). London: Academic Press.
R MARTINAK, B R SCHNEIDER & D SLEEMAN, (1987). A comparative analysis of approaches for correcting algebra errors via an Intelligent Tutoring System. Proceedings 1987 AERA Conference.
S A MacMILLAN & D SLEEMAN, (1987). An architecture for a self-improving instructional planner for intelligent tutoring systems. Computational Intelligence, 3,1, pp 17-27.

1986

D SLEEMAN, R PUTNAM, J BAXTER & L KUSPA, (1986) . Pascal and High-School Students: A study of errors. Journal of Educational Computing Research. Special issue on Novice Programming, E Soloway & D Sleeman (Eds), p 5-23.
E SOLOWAY & D SLEEMAN (1986). Introduction: Special Issue on Novice Programming. Journal of Educational Computing Research, 2, p 1-3.
D SLEEMAN, (1986). Introductory Algebra: a case study of student misconceptions. Journal of Mathematical Behaviour, 5,1, pp 25-52.
D SLEEMAN, (1986). The Challenges of Teaching Computer Programming. CACM, 29, 9, pp 840-841.
R PUTMAN, D SLEEMAN, J BAXTER & L KUSPA, (1986). A summary of misconceptions of High School BASIC Programmers. Journal of Educational Computing Research, 2(4), pp 459-472.