Derek H. Sleeman

According to our database, Derek H. Sleeman authored at least 109 papers between 1975 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Groups of experts often differ in their decisions: What are the implications for AI and machine learning? A commentary on <i>Noise: A Flaw in Human Judgment, by</i> Kahneman, Sibony, and Sunstein (2021).

Derek H. Sleeman, Kenneth J. Gilhooly

AI Mag., December, 2023

The impact of inconsistent human annotations on AI driven clinical decision making.

Aneeta Sylolypavan, Derek H. Sleeman, Honghan Wu, Malcolm Sim

npj Digit. Medicine, 2023

2020

Persuasive Argument Schemes for Clinical Conflict Resolution: An Empirical Study.

Laura Moss, Derek H. Sleeman, John Kinsella

Proceedings of the 20th Workshop on Computational Models of Natural Argument co-located with the 8th International Conference on Computational Models of Argument (COMMA 2020), 2020

Resolving Differences of Opinion between Medical Experts: A Case Study with the IS-DELPHI System.

Derek H. Sleeman, Kiril Kostadinov, Laura Moss, Malcolm Sim

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2016

Towards a Distributed Data-Sharing Economy.

Samuel R. Cauvin, Martin J. Kollingbaum, Derek H. Sleeman, Wamberto Weber Vasconcelos

Proceedings of the Coordination, Organizations, Institutions, and Norms in Agent Systems XII, 2016

2015

Reuse of constraint knowledge bases and problem solvers explored in engineering design.

Peter M. D. Gray, Trevor Runcie, Derek H. Sleeman

Artif. Intell. Eng. Des. Anal. Manuf., 2015

Applying Rule Extraction & Rule Refinement techniques to (Blackbox) Classifiers.

Julius Cepukenas, Chenghua Lin, Derek H. Sleeman

Proceedings of the 8th International Conference on Knowledge Capture, 2015

Towards Knowledge-intensive Software Engineering.

Samuel R. Cauvin, Derek H. Sleeman, Wamberto Weber Vasconcelos

Proceedings of the ICSOFT-EA 2015, 2015

2013

Investigating the Disagreement Between Clinicians' Ratings of Patients in ICUs.

Simon Rogers, Derek H. Sleeman, John Kinsella

IEEE J. Biomed. Health Informatics, 2013

Argumentation-logic for creating and explaining medical hypotheses.

María Adela Grando, Laura Moss, Derek H. Sleeman, John Kinsella

Artif. Intell. Medicine, 2013

2012

An information system to support the engineering designer.

Richard Crowder, David W. Fowler, Quentin Reul, Derek H. Sleeman, Nigel Shadbolt, Gary B. Wills

J. Intell. Manuf., 2012

Detecting and resolving inconsistencies between domain experts' different perspectives on (classification) tasks.

Derek H. Sleeman, Laura Moss, Andy Aiken, Martin Hughes, John Kinsella, Malcolm Sim

Artif. Intell. Medicine, 2012

2011

Towards a framework for ontology mapping based on description logic reasoning.

Quentin Reul, Jeff Z. Pan, Derek H. Sleeman

Proceedings of the 6th International Workshop on Ontology Matching, 2011

Predicting adverse events: detecting myocardial damage in intensive care unit (ICU) patients.

Derek H. Sleeman, Laura Moss, Malcolm Sim, John Kinsella

Proceedings of the 6th International Conference on Knowledge Capture (K-CAP 2011), 2011

Argumentation-Logic for Explaining Anomalous Patient Responses to Treatments.

María Adela Grando, Laura Moss, David Glasspool, Derek H. Sleeman, Malcolm Sim, Charlotte J. Gilhooly, John Kinsella

Proceedings of the Artificial Intelligence in Medicine, 2011

2010

A System to Detect Inconsistencies between a Domain Expert's Different Perspectives on (Classification) Tasks.

Derek H. Sleeman, Andy Aiken, Laura Moss, John Kinsella, Malcolm Sim

Proceedings of the Advances in Machine Learning II, 2010

Ontology-driven hypothesis generation to explain anomalous patient responses to treatment.

Laura Moss, Derek H. Sleeman, Malcolm Sim, Malcolm Booth, Malcolm Daniel, Lyndsay Donaldson, Charlotte J. Gilhooly, Martin Hughes, John Kinsella

Knowl. Based Syst., 2010

A comparison between clinical decisions made about lung cancer patients and those inherent in the corresponding Scottish Intercollegiate Guidelines Network (SIGN) guideline.

Derek H. Sleeman, Laura Moss, Elias Gyftodimos, Marianne Nicolson, Graham Devereux

Health Informatics J., 2010

Reasoning by Analogy in the Generation of Domain Acceptable Ontology Refinements.

Laura Moss, Derek H. Sleeman, Malcolm Sim

Proceedings of the Knowledge Engineering and Management by the Masses, 2010

2009

Report on the Fourth International Conference on Knowledge Capture (K-CAP 2007).

Derek H. Sleeman, Ken Barker, David Corsar

AI Mag., 2009

Supporting the Development of Medical Ontologies.

David Corsar, Laura Moss, Derek H. Sleeman, Malcolm Sim

Proceedings of the Formal Ontologies Meet Industry, 2009

Explaining Anomalous Responses to Treatment in the Intensive Care Unit.

Laura Moss, Derek H. Sleeman, Malcolm Booth, Malcolm Daniel, Lyndsay Donaldson, Charlotte J. Gilhooly, Martin Hughes, Malcolm Sim, John Kinsella

Proceedings of the Artificial Intelligence in Medicine, 2009

2008

A Fine-Grained Approach to Resolving Unsatisfiable Ontologies.

Joey Sik Chun Lam, Derek H. Sleeman, Jeff Z. Pan, Wamberto Weber Vasconcelos

J. Data Semant., 2008

The role of ontologies in creating and maintaining corporate knowledge: A case study from the aero industry.

Derek H. Sleeman, Suraj Ajit, David W. Fowler, David Knott

Appl. Ontology, 2008

AAAI 2008 Spring Symposia Reports.

Marcello Balduccini, Chitta Baral, Boyan Brodaric, Simon Colton, Peter Fox, David Gutelius, Knut Hinkelmann, Ian Horswill, Bernardo A. Huberman, Eva Hudlicka, Kristina Lerman, Christine L. Lisetti, Deborah L. McGuinness, Mary Lou Maher, Mark A. Musen, Mehran Sahami, Derek H. Sleeman, Barbara Thönssen, Juan D. Velásquez, Dan Ventura

AI Mag., 2008

Constraint capture and maintenance in engineering design.

Suraj Ajit, Derek H. Sleeman, David W. Fowler, David Knott

Artif. Intell. Eng. Des. Anal. Manuf., 2008

Using Ontology Search Engines to support Users and Intelligent Systems solving a range of tasks.

Derek H. Sleeman, Edward Thomas, Andy Aiken

Proceedings of the Applications and Innovations in Intelligent Systems XVI, 2008

Constraint Satisfaction and Fixes: Revisiting Sisyphus VT.

Trevor Runcie, Peter M. D. Gray, Derek H. Sleeman

Proceedings of the Research and Development in Intelligent Systems XXV, 2008

IPAS ontology development.

David W. Fowler, Quentin Reul, Derek H. Sleeman

Proceedings of the Formal Ontologies Meet Industry, 2008

ACHE: An Architecture for Clinical Hypothesis Examination.

Laura Moss, Derek H. Sleeman, John Kinsella, Malcolm Sim

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Developing Knowledge-Based Systems using the Semantic Web.

David Corsar, Derek H. Sleeman

Proceedings of the Visions of Computer Science, 2008

The Aberdeen University Ontology Reuse Stack.

Edward Thomas, Derek H. Sleeman, Jeff Z. Pan, Quentin Reul, Joey Sik Chun Lam

Proceedings of the Symbiotic Relationships between Semantic Web and Knowledge Engineering, 2008

Preface.

Derek H. Sleeman, Mark A. Musen

Proceedings of the Symbiotic Relationships between Semantic Web and Knowledge Engineering, 2008

Organizing Committee.

Derek H. Sleeman, Mark A. Musen

Proceedings of the Symbiotic Relationships between Semantic Web and Knowledge Engineering, 2008

KBS Development on the (Semantic) Web.

David Corsar, Derek H. Sleeman

Proceedings of the Symbiotic Relationships between Semantic Web and Knowledge Engineering, 2008

2007

Analysing PET scans data for predicting response to chemotherapy in breast cancer patients.

Elias Gyftodimos, Laura Moss, Derek H. Sleeman, Andrew Welch

Proceedings of the Applications and Innovations in Intelligent Systems XV, 2007

Extending Jess to Handle Uncertainty.

David Corsar, Derek H. Sleeman, Anne McKenzie

Proceedings of the Research and Development in Intelligent Systems XXIV, 2007

ONTOSEARCH2: Searching Ontologies Semantically.

Edward Thomas, Jeff Z. Pan, Derek H. Sleeman

Proceedings of the OWLED 2007 Workshop on OWL: Experiences and Directions, 2007

KBS development through ontology mapping and ontology driven acquisition.

David Corsar, Derek H. Sleeman

Proceedings of the 4th International Conference on Knowledge Capture (K-CAP 2007), 2007

An Intelligent Aide for Interpreting a Patient's Dialysis Data Set.

Derek H. Sleeman, Nick Fluck, Elias Gyftodimos, Laura Moss, Gordon Christie

Proceedings of the Artificial Intelligence in Medicine, 2007

2006

Reusing JessTab rules in Protégé.

David Corsar, Derek H. Sleeman

Knowl. Based Syst., 2006

CleanONTO: Evaluating Taxonomic Relationships in Ontologies.

Derek H. Sleeman, Quentin Reul

Proceedings of 4th International EON Workshop 2006 Evaluation of Ontologies for the Web Co-located with the WWW2006 Edinburgh, 2006

Reuse: Revisiting Sisyphus-VT.

Derek H. Sleeman, Trevor Runcie, Peter M. D. Gray

Proceedings of the Managing Knowledge in a World of Networks, 2006

Assisting Domain Experts to Formulate and Solve Constraint Satisfaction Problems.

Derek H. Sleeman, Stuart W. Chalmers

Proceedings of the Managing Knowledge in a World of Networks, 2006

Norm Conflicts and Inconsistencies in Virtual Organisations.

Martin J. Kollingbaum, Timothy J. Norman, Alun D. Preece, Derek H. Sleeman

Proceedings of the Coordination, Organizations, Institutions, and Norms in Agent Systems II, 2006

2005

Knowledge base reuse through constraint relaxation.

Tomas Eric Nordlander, Derek H. Sleeman, Kenneth N. Brown

Proceedings of the 3rd International Conference on Knowledge Capture (K-CAP 2005), 2005

Acquisition and maintenance of constraints in engineering design.

Suraj Ajit, Derek H. Sleeman, David W. Fowler, David Knott, Kit-Ying Hui

Proceedings of the 3rd International Conference on Knowledge Capture (K-CAP 2005), 2005

Invited Talk: Cooperative Knowledge Acquisition and Knowledge Refinement Systems: A Review of Their Use in Intelligent Systems and Their Roles in the Semantic Web.

Derek H. Sleeman

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

2004

OntoSearch: An Ontology Search Engine.

Yi Zhang, Wamberto Weber Vasconcelos, Derek H. Sleeman

Proceedings of the Research and Development in Intelligent Systems XXI, 2004

ReTAX+: A Cooperative Taxonomy Revision Tool.

Joey Sik Chun Lam, Derek H. Sleeman, Wamberto Weber Vasconcelos

Proceedings of the Applications and Innovations in Intelligent Systems XII, 2004

The Designers' Workbench: Using Ontologies and Constraints for Configuration.

David W. Fowler, Derek H. Sleeman, Gary B. Wills, Terry Lyon, David Knott

Proceedings of the Applications and Innovations in Intelligent Systems XII, 2004

Issues in Moving to a Semantic Web for a Large Corporation.

Gary B. Wills, David W. Fowler, Derek H. Sleeman, Richard Crowder, Simon Kampa, Les Carr, David Knott

Proceedings of the Practical Aspects of Knowledge Management, 5th International Conference, 2004

ConEditor: Tool to Input and Maintain Constraints.

Suraj Ajit, Derek H. Sleeman, David W. Fowler, David Knott

Proceedings of the Engineering Knowledge in the Age of the Semantic Web, 2004

Ontology Reconciliation.

Adil Hameed, Alun D. Preece, Derek H. Sleeman

Proceedings of the Handbook on Ontologies, 2004

2003

Characterisation of Knowledge Bases.

Derek H. Sleeman, Yi Zhang, Wamberto Weber Vasconcelos

Proceedings of the Applications and Innovations in Intelligent Systems XI, 2003

Adaptive Brokering in Agent-Mediated Electronic Commerce.

Timothy J. Norman, Derek H. Sleeman, Nial Chapman

Proceedings of the Research and Development in Intelligent Systems XX, 2003

Constraint Relaxation Techniques to Aid the Reuse of Knowledge Bases and Problem Solvers.

Tomas Eric Nordlander, Kenneth N. Brown, Derek H. Sleeman

Proceedings of the Research and Development in Intelligent Systems XX, 2003

Identifying Inconsistent CSPs by Relaxation.

Tomas Eric Nordlander, Kenneth N. Brown, Derek H. Sleeman

Proceedings of the Principles and Practice of Constraint Programming, 2003

Ontology Extraction for Distributed Environments.

Derek H. Sleeman, Stephen Potter, David Robertson, W. Marco Schorlemmer

Proceedings of the Knowledge Transformation for the Semantic Web, 2003

2002

Detecting mismatches among experts' ontologies acquired through knowledge elicitation.

Adil Hameed, Derek H. Sleeman, Alun D. Preece

Knowl. Based Syst., 2002

Knowledge Engineering and Management: The CommonKADS Methodology - G. Schreiber, H. Akkermans, A. Anjewierden, R. de Hoog, N. Shadbolt, W. van de Velde, B. Wielinga, The MIT Press, Cambridge, MA, 2000, ISBN: 0-262-19300-0.

Derek H. Sleeman

Artif. Intell. Medicine, 2002

OntoManager: A Workbench Environment to facilitate Ontology Management and Interoperability.

Adil Hameed, Derek H. Sleeman, Alun D. Preece

Proceedings of the EON2002, 2002

2001

Better Knowledge Management through Knowledge Engineering.

Alun D. Preece, Alan Flett, Derek H. Sleeman, David Curry, Nigel Meany, Phil Perry

IEEE Intell. Syst., 2001

A grammar-driven knowledge acquisition tool that incorporates constraint propagation.

Simon White, Derek H. Sleeman

Proceedings of the First International Conference on Knowledge Capture (K-CAP 2001), 2001

2000

Introduction/Editorial: Machine Discovery.

Derek H. Sleeman, Vincent Corruble, Raúl E. Valdés-Pérez

Int. J. Hum. Comput. Stud., 2000

A Constraint-Based Approach to the Description and Detection of Fitness-for-Purpose.

Simon White, Derek H. Sleeman

Electron. Trans. Artif. Intell., 2000

Accommodating surprise in taxonomic tasks: the role of expertise.

Eugenio Alberdi, Derek H. Sleeman, Meg Korpi

Cogn. Sci., 2000

1999

Effective and Efficient Knowledge Base Refinement.

Leonardo Carbonara, Derek H. Sleeman

Mach. Learn., 1999

A Constraint-Based Approach to the Description of Competence.

Simon White, Derek H. Sleeman

Proceedings of the Knowledge Acquisition, Modeling and Management, 11th European Workshop, 1999

The Analysis of Head Injury Data Using Decision Tree Techniques.

A. McQuatt, P. J. D. Andrews, Derek H. Sleeman, Vincent Corruble, P. A. Jones

Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999

1998

Inventory management using constraint satisfaction and knowledge refinement techniques.

Mark Winter, Derek H. Sleeman, Tim Parsons

Knowl. Based Syst., 1998

1997

Scientific Discovery and Simplicity of Method.

Herbert A. Simon, Raúl E. Valdés-Pérez, Derek H. Sleeman

Artif. Intell., 1997

ReTAX: A Step in the Automation of Taxonomic Revision.

Eugenio Alberdi, Derek H. Sleeman

Artif. Intell., 1997

1996

S-SALT: A problem-solver, knowledge acquisition tool and associated knowledge base refinement mechanisms.

Pietro Leo, Derek H. Sleeman, Augoustos A. Tsinakos

Artif. Intell. Eng. Des. Anal. Manuf., 1996

Improving the Efficiency of Knowledge Base Refinement.

Leonardo Carbonara, Derek H. Sleeman

Proceedings of the Machine Learning, 1996

Towards Painless Knowledge Acquisition.

Derek H. Sleeman, Fraser Mitchell

Proceedings of the Advances in Knowledge Acquisition, 1996

1995

Consultant-2: pre- and post-processing of Machine Learning applications.

Derek H. Sleeman, Michalis Rissakis, Susan Craw, Nicolas Graner, Sunil Sharma

Int. J. Hum. Comput. Stud., 1995

Self-Questioning and Experimentation: An Index Vocabulary of Situated Interaction.

Rüdiger Oehlmann, Peter Edwards, Derek H. Sleeman

Proceedings of the Progress in Case-Based Reasoning, 1995

1994

Introduction to the Abstracts of the Invited Talks Presented at ML92 Conference in Aberdeen, 1-3 July 1992.

Derek H. Sleeman

Mach. Learn., 1994

Towards a Technology and a Science of Machine Learning.

Derek H. Sleeman

AI Commun., 1994

1993

Artificial Intelligence in Education: Using State Space Search and Heuristics in Mathematics Instruction.

Anthony E. Kelly, Derek H. Sleeman, Kenneth J. Gilhooly

Int. J. Man Mach. Stud., 1993

The Machine Learning Toolbox Consultant.

Nicolas Graner, Sunil Sharma, Derek H. Sleeman, Michalis Rissakis, Susan Craw, Chris Moore

Int. J. Artif. Intell. Tools, 1993

Refinement in Response to Validation.

Susan Craw, Derek H. Sleeman

Proceedings of the European Symposium on the Validation and Verification of Knowledge Based Systems, 1993

Learning Plan Transformations from Self-Questions: A Memory-Based Approach.

Rüdiger Oehlmann, Derek H. Sleeman, Peter Edwards

Proceedings of the 11th National Conference on Artificial Intelligence. Washington, 1993

1991

The Flexibility of Speculative Refinement.

Susan Craw, Derek H. Sleeman

Proceedings of the Eighth International Workshop (ML91), 1991

1990

Extending Domain Theories: Two Case Studies in Student Modeling.

Derek H. Sleeman

Mach. Learn., 1990

Automating the Refinement of Knowledge-Based Systems.

Susan Craw, Derek H. Sleeman

Proceedings of the 9th European Conference on Artificial Intelligence, 1990

1989

Studies of Diagnosis and Remediation with High School Algebra Students.

Derek H. Sleeman, Anthony E. Kelly, R. Martinak, Robert D. Ward, Joi L. Moore

Cogn. Sci., 1989

1988

Enhancing PIXIE's Tutoring Capabilities.

Joi L. Moore, Derek H. Sleeman

Int. J. Man Mach. Stud., 1988

REFINER: A Case-Based Differential Diagnosis Aide for Knowledge Acquisition and Knowledge Refinement.

Sunil Sharma, Derek H. Sleeman

Proceedings of the Third European Working Session on Learning, 1988

1987

Learning to use the S.1 knowledge engineering tool.

Robert D. Ward, Derek H. Sleeman

Knowl. Eng. Rev., 1987

An architecture for a self-improving instructional planner for intelligent tutoring systems.

Stuart A. Macmillan, Derek H. Sleeman

Comput. Intell., 1987

Some Challenges for Intelligent Tutoring Systems.

Derek H. Sleeman

Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, 1987

1986

Special Section on The Challenges of Teaching Computer Programming.

Derek H. Sleeman

Commun. ACM, 1986

1985

Basic Algebra Revisited: A Study with 14-Year-Olds.

Derek H. Sleeman

Int. J. Man Mach. Stud., 1985

UMFE: A User Modelling Front-End Subsystem.

Derek H. Sleeman

Int. J. Man Mach. Stud., 1985

User Modelling.

Derek H. Sleeman, Douglas E. Appelt, Kurt Konolige, Elaine Rich, N. S. Sridharan, William R. Swartout

Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, 1985

1984

An Attempt to Understand Students' Understanding of Basic Algebra.

Derek H. Sleeman

Cogn. Sci., 1984

1983

Automatic Program Improvement: Variable Usage Transformations.

B. Maher, Derek H. Sleeman

ACM Trans. Program. Lang. Syst., 1983

1982

Learning from Solution Paths: An Approach to the Credit Assignment Problem.

Derek H. Sleeman, Pat Langley, Tom M. Mitchell

AI Mag., 1982

Artificial Intelligence Techniques and Methodology.

Jaime G. Carbonell, Derek H. Sleeman

AI Mag., 1982

Inferring (Mal) Rules from Pupil's Protocols.

Derek H. Sleeman

Proceedings of the 5th European Conference on Artificial Intelligence, 1982

1981

A data driven system for syntactic transformations.

B. Maher, Derek H. Sleeman

ACM SIGPLAN Notices, 1981

Modelling Student's Problem Solving.

Derek H. Sleeman, M. J. Smith

Artif. Intell., 1981

A Rule-Based Task Generation System.

Derek H. Sleeman

Proceedings of the 7th International Joint Conference on Artificial Intelligence, 1981

1977

APRIL: a flexible production rule interpreter.

M. J. Smith, Derek H. Sleeman

SIGART Newsl., 1977

A System Which Allows Students to Explore Algorithms.

Derek H. Sleeman

Proceedings of the 5th International Joint Conference on Artificial Intelligence. Cambridge, 1977

1975

"Algorithmization in Learning and Instruction, " by L. N. Landa (Book Review).

Derek H. Sleeman

Int. J. Man Mach. Stud., 1975

A Problem-Solving Monitor for a Deductive Reasoning Task.

Derek H. Sleeman

Int. J. Man Mach. Stud., 1975