51cg

People

Professor Derek Sleeman

Professor Derek Sleeman
Professor Derek Sleeman
Professor Derek Sleeman

PhD FBCS FRSE Fellow European AI Societies

Emeritus Professor

51cg
Email Address
d.sleeman@abdn.ac.uk
Office Address
Computing Science Department Meston Building The University ABERDEEN AB24 3FX Scotland UK
School/Department
School of Natural and Computing Sciences

Biography

脗听脗听 University of Leeds (1965-1982)

  • Computing Assistant; Lecturer (Computing Science); Associate Director, Computer Based Learning Project.

脗听Visiting Positions/Sabbaticals

  • University of Texas (1972-73); Rutgers (1979); Carnegie-Mellon University (1980-81 & 1991); Edinburgh (1991)

脗听Stanford University (1982-86)

  • Senior Research Associate; Heuristic Programming Project; Associate Professor (AI & Education).

脗听51cg

  • Professor of Computing Science (1986 芒鈧�� 2008); Head of Department, 1986-92, 1996-9; Emeritus Professor (2008 - )

脗听Academic Coordinator of the EC's Network of Excellence in Machine Learning & Knowledge Acquisition脗听 (1992-95)

External Memberships

脗听

 

  • Program & Steering Committees for EKAW series of meetings (including the 2010 Lisbon Meeting)
  • Program & Steering Committees for KCAP series of meetings (including the 2011 Banff Meeting
  • Conference Chair, K CAP 2007: Whistler, Canada October 2007脗听脗听脗听
  • Co-organizer of AAAI Spring Symposium脗听 on "Semantic Web & Knowledge Engineering"脗听 (SWKE), Stanford, March 2008 (details)

脗听

Research

Research Overview

脗听脗听

  • Knowledge Acquisition, Knowledge-Base Refinement, Machine Discovery, Ontological Engineering
  • Semantic Web & Knowledge Engineering
  • Intelligent Data Analysis (IDA) of Medical Datasets

Collaborations

  • Professor John Kinsella (Critical Care Medicine, School of Medicine, University of Glasgow)
  • Dr Laura Moss (NHS, Glasgow & 脗听School of Medicine, University of Glasgow)
  • Dr Wamberto Vasconcelos (Department of Computing Science, 51cg)
  • Dr David Corsar (Department of Computing Science, 51cg)

脗听Add List of Former Collaborators & Research students here?

Funding and Grants

EPSRC AKT (Advanced Knowledge Technologies) Inter Disciplinary Research Collaboration. 2000-2007.脗听 脗拢7.6M to consortium; 脗拢1.3M to Aberdeen.脗听脗听脗听脗听 This IRC comprised of groups from Universities of Aberdeen, Edinburgh, Open University, Sheffield & Southampton.

IPAS (Integrated Products & Services) 脗听2005-2008脗听 Funded by the DTI & Rolls-Royce. The Consortium involved Rolls-Royce, groups from the Universities of Aberdeen, Cambridge, Sheffield & Southampton, and several specialized companies. Total grant 脗拢2.35M (脗拢223K Aberdeen).

脗听

Teaching

Teaching Responsibilities

  • Undergrad projects
  • MSc Projects
Publications

Page 1 of 3 Results 1 to 25 of 52

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

    Sylolypavan, A., Sleeman, D., Wu, H., Sim, M.
    npj Digital Medicine, vol. 6, no. 26, 26
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Pointers to earlier diagnosis of endometriosis: a nested case-control study using primary care electronic health records

    Burton, C., Iversen, L., Bhattacharya, S., Ayansina, D., Saraswat, L., Sleeman, D.
    The British Journal of General Practice, vol. 67, no. 665, pp. e816-e823
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]

  • Towards a Distributed Data-Sharing Economy

    Cauvin, S. R., Kollingbaum, M. J., Sleeman, D., Vasconcelos, W. W.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE]
    • [ONLINE] DOI:

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

    Cepukenas, J., Lin, C., Sleeman, D.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:

  • Towards Knowledge-Intensive Software Engineering

    Cauvin, S. R., Sleeman, D., Vasconcelos, W. W.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [OPEN ACCESS]

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

    Reul, Q., Pan, J. Z., Sleeman, D.
    Contributions to Journals: Conference Articles
    • [ONLINE]

  • Argumentation-Logic for Explaining Anomalous Patient Responses to Treatments

    Grando, M. A., Glasspool, D., Sleeman, D., Sim, M., Gilhooly, C., Kinsella, J., Moss, L.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:

  • Predicting Adverse Events: Detecting Myocardial Damage in Intensive Care Unit (ICU) Patients

    Sleeman, D., Moss, L. E., Sim, M., Kinsella, J.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

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

    Sleeman, D., Moss, L. E., Gyftodimos, E., Nicolson, M., Devereux, G.
    Health Informatics Journal, vol. 16, no. 4, pp. 260-273
    Contributions to Journals: Articles
    • [ONLINE] DOI:

  • Reasoning by Analogy in the Generation of Domain Acceptable Ontology Renements

    Moss, L. E., Sleeman, D., Sim, M.
    EKAW 2010 Proceedings 17th International Conference: Knowledge Engineering and Management by the Masses. Springer, pp. 534-543, 10 pages
    Chapters in Books, Reports and Conference Proceedings: Chapters

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

    Moss, L., Sleeman, D., Sim, M., Booth, M., Daniel, M., Donaldson, L., Gilhooly, C., Hughes, M., Kinsella, J.
    Knowledge-Based Systems, vol. 23, no. 4, pp. 309-315
    Contributions to Journals: Articles
    • [ONLINE] DOI:

  • A system to detect inconsistencies between a domain expert's different perspectives on (classification) tasks

    Sleeman, D., Aiken, A., Moss, L., Kinsella, J., Sim, M.
    Advances in Machine Learning II: Dedicated to the memory of Professor Ryszard S. Michalski. Koronacki, J., Ras, Z. W., Wierzchon, S. T., Kacprzyk, J. (eds.). Springer Verlag, pp. 293-314, 22 pages
    Chapters in Books, Reports and Conference Proceedings: Chapters
    • [ONLINE] DOI:

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

    Moss, L., Sleeman, D., Sim, M., Booth, M., Daniel, M., Donaldson, L., Gilhooly, C., Hughes, M., Kinsella, J.
    Research and Development in Intelligent Systems XXVI: Incorporating Applications and Innovations in Intelligent Systems XVII. Bramer, M., Ellis, R., Petridis, M. (eds.). Springer Verlag, pp. 63-76, 14 pages
    Chapters in Books, Reports and Conference Proceedings: Chapters
    • [ONLINE] DOI:

  • Supporting the Development of Medical Ontologies

    Corsar, D., Moss, L., Sleeman, D., Sim, M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:

  • Confusion matrices to refine a novel scoring system for cardiovascular instability in intensive care

    Sim, M. A. B., Aiken, A., Moss, L., Sleeman, D., Kinsella, J.
    Scottish Medical Journal, vol. 54, no. 2, pp. 56
    Contributions to Journals: Abstracts
    • [ONLINE] DOI:

  • Report on the Fourth International Conference on Knowledge Capture (KCAP-2007)

    Sleeman, D., Barker, K., Corsar, D.
    AI Magazine, vol. 30, no. 1, pp. 126-127
    Contributions to Journals: Comments and Debates
    • [ONLINE]

  • Constraint satisfaction and fixes: revisiting Sisyphus VT

    Runcie, T., Gray, P., Sleeman, D.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

  • Explaining Anomalous Responses to Treatment in the Intensive Care Unit

    Moss, L., Sleeman, D., Booth, M., Daniel, M., Donaldson, L., Gilhooly, C., Hughes, M., Sim, M., Kinsella, J.
    Lecture Notes in Computer Science, vol. 5651, pp. 250-254
    Contributions to Journals: Articles
    • [ONLINE] DOI:

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

    Sleeman, D., Thomas, E., Aiken, A.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

  • ACHE: an Architecture for Clinical Hypothesis Examination

    Moss, L. E., Sleeman, D., Kinsella, J., Sim, M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE]
    • [ONLINE] DOI:

  • IPAS Ontology development

    Fowler, D., Reul, Q. H., Sleeman, D.
    Formal Ontologies Meet Industry. Borgo, S., Lesmo, L. (eds.). IOS Press, pp. 120-131, 12 pages
    Chapters in Books, Reports and Conference Proceedings: Chapters
    • [ONLINE]

  • Aberdeen University Ontology Reuse Stack

    Thomas, E. J., Sleeman, D., Pan, J. Z., Reul, Q. H., Lam, S. C.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [OPEN ACCESS]

  • A Fine-Grained Approach to Resolving Unsatisfiable Ontologies

    Lam, S. C., Sleeman, D., Pan, J. Z., Vasconcelos, W. W. M. P. D.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE]
    • [ONLINE] DOI:

  • Constraint capture and maintenance in engineering design

    Ajit, S., Sleeman, D., Fowler, D. W., Knott, D.
    Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 22, no. 4, pp. 325-343
    Contributions to Journals: Articles
    • [ONLINE] DOI:

  • Developing Knowledge-Based Systems using the Semantic Web

    Corsar, D., Sleeman, D.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE]
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