Publications - By Date

      Submitted/In Preparation

      • Dimensionality Reduction through Correspondence Analysis
        submitted to IEEE Transactions on Knowledge and Data Engineering.
        T R Payne & P Edwards

      • Intelligent Information Agents Research and Development in Europe: An AgentLink Perspective
        Springer-Verlag LNCS State of the Art Surveys, in preparation.
        M Klusch, S Bergamaschi, P Petta & P Edwards (Eds)

      • Contrasting Supervised and Unsupervised Approaches for Adaptive Recommendation Agents
        in preparation.
        P Edwards, M Steele & J Grifell Mauri

      2002

      • An Empirical Investigation of Learning From the Semantic Web
        Proceedings of ECML/PKDD-2002 Semantic Web Mining Workshop
        P Edwards, G A Grimnes & A D Preece
        [pdf]

      2001

      • Using Instance Selection To Combine Multiple Models Learned from Disjoint Subsets
        H Liu & H Motoda (Eds), Instance Selection and Construction for Data Mining, Kluwer Scientific Publishers. February 2001. (ISBN: 0792372093)
        W H E Davies & P Edwards

      • Adaptive Information Agents: An AgentLink-II Perspective
        Proceedings of EUNITE-2001 Symposium on Intelligent Technologies, Hybrid Systems & Smart Adaptive Systems, 109, 2001.
        P Edwards

      2000

      • Dimensionality Reduction through Sub-Space Mapping for Nearest Neighbour Algorithms
        R Lopez de Mantaras & E Plaza (Eds), Proceedings of Eleventh European Conference on Machine Learning (ECML-2000), LNAI Series No. 1810, Springer, 331-343, 2000. (ISBN: 3540676023)
        T R Payne & P Edwards
        [pdf]

      • Exploiting a Web Cache for User Recommendations
        Proceedings of Agents 2000 Workshop on Agent-Based Recommender Systems (WARS-2000), 2000.
        P Edwards, M Steele, S E Clare & D M Johns
        [pdf]

      • Clustering as an Information Management Tool: Issues and Solutions
        Proceedings of Workshop on Evaluation of Information Management Systems (EIMS), Queen Mary & Westfield College, September 2000.
        C L Green & P Edwards

      1998

      • Communicating Inductive Inferences in Agent Societies
        K Dautenhahn & G Hayes (Eds), Proceedings of the Agents'98 Workshop on Agents in Interaction - Acquiring Competence through Imitation, Minneapolis, USA, 1998.
        W H E Davies & P Edwards

      • Implicit Feature Selection with the Value Difference Metric
        Proceedings of European Conference on Artificial Intelligence, ECAI-98, 450-454, 1998.
        T R Payne & P Edwards
        [pdf]

      1997

      • Exploiting Learning Technologies for World Wide Web Agents
        IEE Colloquium on Intelligent World Wide Web Agents, Digest No: 97/118, IEE, Savoy Place, London, 3/1-3/7, 1997.
        P Edwards, C L Green, P C Lockier & T C Lukins
        [pdf]

      • The Communication of Inductive Inferences
        G Weiss (Ed), Distributed Artificial Intelligence Meets Machine Learning: Learning in Multi-Agent Environments, Lecture Notes in Artificial Intelligence 1221, Springer-Verlag, Berlin, 223-241, 1997.
        W H E Davies & P Edwards
        [pdf]

        A version of this paper appeared in: Proceedings of ECAI-96 Workshop on Learning in Distributed Artificial Intelligence Systems, 1996.

      • Experience with Rule Induction & k-Nearest Neighbour Methods for Interface Agents that Learn
        IEEE Transactions on Knowledge & Data Engineering, 9 (2), 329-335, 1997.
        T R Payne, P Edwards & C L Green
        [pdf - abstract]

        A version of this paper appeared in: Proceedings of ML95 Workshop on Agents that Learn from Other Agents, Tahoe City, California, July 1995.

      • Interface Agents that Learn: An Investigation of Learning Issues in a Mail Agent Interface
        Applied Artificial Intelligence, 11 (1), 1-32, 1997.
        T R Payne & P Edwards
        [pdf - abstract]

        Also available as: Technical Report AUCS/TR9508, Department of Computing Science, University of Aberdeen.

      • Intelligent Agents = Learning Agents
        J L Nealon & N S Taylor (Eds), Proceedings of the UK Intelligent Agents Workshop, SGES Publications, Oxford, 157-161, 1997.
        P Edwards
        [pdf]

      • Learning Mechanisms for Information Filtering Agents
        J L Nealon & N S Taylor (Eds), Proceedings of the UK Intelligent Agents Workshop, SGES Publications, Oxford, 163-183, 1997.
        T R Payne & P Edwards
        [pdf]

        Also available as: Technical Report AUCS/TR9509, Department of Computing Science, University of Aberdeen.

      1996

      • Using Machine Learning to Enhance Software Tools for Internet Information Management
        A Franz & H Kitano (Eds), AAAI-96 Workshop on Internet-Based Information Systems, WS-96-06, AAAI, 48-55, 1996.
        C L Green & P Edwards
        [pdf]

      • Refinement in Agent Groups
        G Weiss & S Sen (Eds), Adaption & Learning in Multi-Agent Systems, Lecture Notes in Artificial Intelligence 1042, Springer-Verlag, Berlin, 22-39, 1996.
        C Byrne & P Edwards
        [pdf]

        Also appears in: J L Nealon & N S Taylor (Eds), Proceedings of the UK Intelligent Agents Workshop, SGES Publications, Oxford, 217-238, 1997.

        This is an extended version of a paper presented at the IJCAI95 Workshop on Adaptation & Learning in Multi-Agent Systems, Montreal, Canada, August 1995.

      • Experience with Learning Agents which Manage Internet-Based Information
        M A Hearst & H Hirsh (Eds), AAAI 1996 Stanford Spring Symposium on Machine Learning in Information Access, SS-96-05, AAAI, 31-40, 1996.
        P Edwards, D Bayer, C L Green & T R Payne
        [pdf]

        Also appears in: J L Nealon & N S Taylor (Eds), Proceedings of the UK Intelligent Agents Workshop, SGES Publications, Oxford, 185-204, 1997.

      • Self-Questioning & Experimentation: An Index Vocabulary of Situated Interaction
        I Watson (Ed), Progress in Case-Based Reasoning - Proceedings of First UK Case-Based Reasoning Workshop, Lecture Notes in Artificial Intelligence, Springer-Verlag, Berlin, 59-72, 1996.
        R B Oehlmann, P Edwards & D Sleeman
        [pdf]

      1995

      • Collaborating to Refine Knowledge
        Proceedings of ML95 Workshop on Agents that Learn from Other Agents, Tahoe City, California, July 1995.
        C Byrne & P Edwards
        [pdf]

      • Distributed Learning: An Agent-Based Approach to Data-Mining
        Proceedings of ML95 Workshop on Agents that Learn from Other Agents, Tahoe City, California, July 1995.
        W H E Davies & P Edwards
        [pdf]

      • Agent-Based Knowledge Discovery
        C Knoblock & Levy (Eds), Proceedings of AAAI 1995 Spring Symposium on Information Gathering from Heterogeneous, Distributed Environments, SS-95-08, AAAI Press, 34-37, 1995.
        W H E Davies & P Edwards
        [pdf]

      • Informal Qualitative Models: A Systematic Approach to their Generation
        R Valdes-Perez (Ed), Proceedings of AAAI 1995 Spring Symposium on Systematic Methods of Scientific Discovery, SS-95-03, AAAI Press, 18-22, 1995.
        A Gordon, D Sleeman & P Edwards
        [pdf]

      • Introspection Planning: Representing Metacognitive Experience
        M T Cox & M Freed (Eds), Proceedings of AAAI 1995 Spring Symposium on Representing Mental States & Mechanisms, SS-95-05, AAAI Press, 102-110, 1995.
        R B Oehlmann, P Edwards & D Sleeman
        [pdf]

      1994

      • Agent-K: An Integration of AOP & KQML
        T Finin & Y Labrou (Eds), Proceedings of the CIKM '94 Workshop on Intelligent Agents, Gaithersburg, Maryland, December 1994.
        W H E Davies & P Edwards
        [pdf]

        An extended version of this paper is available as: Technical Report AUCS/TR9406, Department of Computing Science, University of Aberdeen.

      • Scientific Discovery in a Space of Structural Models: An Example from the History of Solution Chemistry
        Proceedings of the Sixteenth Annual Conference of the Cognitive Science Society, 381-386, 1994.
        A Gordon, P Edwards, D Sleeman & Y Kodratoff

      • Changing Viewpoint: Case Indexing by Introspective Questioning
        Proceedings of the Sixteenth Annual Conference of the Cognitive Science Society, 675-680, 1994.
        R B Oehlmann, P Edwards & D Sleeman

      1993

      • Proceedings of MLNet Workshop on Machine Discovery
        IIIA, CSIC, Blanes, Spain, 1993
        P Edwards (Ed)

      • A Heterogeneous Multi-Agent Learning System
        S M Deen (Ed), Proceedings of Workshop on Cooperating Knowledge-Based Systems (CKBS '93), 163-183, 1993.
        P Edwards & W H E Davies

      • A Multi-Agent Approach to Scientific Discovery
        Proceedings of MLNet Workshop on Machine Discovery, IIIA, CSIC, Blanes, Spain, 66-68, 1993.
        P Edwards, A L Masood & W H E Davies

      • Report on WS3: Machine Discovery
        Newsletter of the European Network of Excellence in Machine Learning, 2(1), 8-9, 1993.
        P Edwards

      • Case-Based Planning in an Exploratory Discovery System
        M Bramer (Ed), Proceedings of IEE Computing and Control Division Colloquium on "Case Based Reasoning", IEE, London, 1/1-1/3, 1993.
        R Oehlmann, D Sleeman & P Edwards

      • Learning Plan Transformations From Self-Questions: A Memory-Based Approach
        Proceedings of the Eleventh National Conference on Artificial Intelligence, AAAI/MIT Press, Menlo Park, California, 520-525, 1993.
        R Oehlmann, D Sleeman & P Edwards

      1992

      • An AI Approach to the Interpretation of the NMR Spectra of Proteins
        L Hunter (Ed), Artificial Intelligence & Molecular Biology, AAAI/MIT Press, 396-432, 1992.
        P Edwards, D H Sleeman, G C K Roberts & L Y Lian

      • Proceedings of the Ninth International Machine Learning Conference (ML92)
        Morgan Kaufmann, San Mateo, CA, USA, 1992.
        D H Sleeman & P Edwards (Eds)

      • Self-Questioning & Experimentation in an Exploratory Discovery System
        J M Zytkow (Ed), Proceedings of the ML92 Workshop on Machine Discovery, 41-50, 1992.
        R B Oehlmann, D H Sleeman & P Edwards

      • Machine Discovery by Model-Driven Analogy
        J M Zytkow (Ed), Proceedings of the ML92 Workshop on Machine Discovery, 87-97, 1992.
        D Roverso, P Edwards & D H Sleeman

      • Machine Learning, Knowledge Base Refinement & Knowledge Acquisition: Systems which Cope with Incomplete & Inconsistent Knowledge Bases
        M Linster & B Gaines (Eds), Proceedings of EKAW '91 (May 20-24, 1991), 332-342, 1992.
        D H Sleeman, S M Craw, I G Ellery, S Sharma & P Edwards

      1990

      • A Protein NMR Assistant
        AAAI 90 Spring Symposium Series, Stanford University, USA, March 27-29 1990.
        P Edwards, D H Sleeman, G C K Roberts & L Y Lian

      1989

      • An Architecture for Theory-Driven Scientific Discovery
        K Morik (Ed), Proceedings of the Fourth European Working Session on Learning (EWSL-89), Pitman, 11-23, 1989.
        D H Sleeman, M K Stacey, P Edwards & N A B Gray

      • Artificial Intelligence Techniques and Spectroscopy: From Small Molecules to Proteins
        Conference presentation, Analyticon 89, Olympia, London, Scientific Symposia Ltd, September 26-28 1989.
        P Edwards

      1988

      • A Cooperative Approach to the Structure Elucidation Problem
        Chemometrics and Intelligent Laboratory Systems, 5, 81-93, 1988.
        P Edwards & P B Ayscough

      1987

      • Some Developments in Expert Systems in Chemistry
        Chemistry and Industry (London), 515-520, 1987.
        P B Ayscough, S J Chinnick, R Dybowski & P Edwards

      1986

      • Vol. 4 The Schrödinger Equation
        Library of Physical Chemistry Software, Oxford University Press, Oxford, 1986.
        P B Ayscough, P Edwards & A J Mansfield

      Technical Reports

      • Learning Mechanisms for Information Filtering Agents
        Technical Report AUCS/TR9509, Department of Computing Science, University of Aberdeen, November 1995.
        T Payne & P Edwards

      • Interface Agents that Learn: An Investigation of Learning Issues in a Mail Agent Interface
        Technical Report AUCS/TR9508, Department of Computing Science, University of Aberdeen, November 1995.
        T Payne & P Edwards

      • Agent-K: An Integration of Agent-Oriented Programming & the Knowledge Query & Manipulation Language
        Technical Report AUCS/TR9406, Department of Computing Science, University of Aberdeen, December 1994.
        W H E Davies & P Edwards
        [pdf]

      • Building Agent-Based Systems
        Technical Report AUCS/TR9405, Department of Computing Science, University of Aberdeen, November 1994.
        C Byrne & P Edwards
        [pdf]

      • A Heterogeneous Multi-Agent Learning System
        Technical Report AUCS/TR9305, Department of Computing Science, University of Aberdeen, November 1993.
        P Edwards & W H E Davies

      • The Interpretation of COSY 1H NMR Spectra for Small Sugar Molecules
        Technical Report AUCS/TR9109, Department of Computing Science, University of Aberdeen, May 1991.
        S Metaxas, P Edwards & D H Sleeman

      • Scientific Theory Refinement: A Collaborative Tutor for Reaction Chemistry
        Technical Report AUCS/TR9013, Department of Computing Science, University of Aberdeen, November 1990.
        A Gordon, P Edwards & D H Sleeman

      • Artificial Intelligence and Chemistry - A Review
        Technical Report AUCS/TR8911, Department of Computing Science, University of Aberdeen, December 1989.
        P Edwards

      • The Blackboard Architecture - A Review
        Technical Report AUCS/TR8912, Department of Computing Science, University of Aberdeen, December 1989.
        P Edwards

      • An Intelligent Assistant for Protein NMR
        Technical Report AUCS/TR8910, Department of Computing Science, University of Aberdeen, November 1989.
        P Edwards, D H Sleeman, G C K Roberts & L Y Lian

      • An Architecture for Theory-Driven Scientific Discovery
        Technical Report AUCS/TR8909, Department of Computing Science, University of Aberdeen, November 1989.
        D H Sleeman, M K Stacey, P Edwards & N A B Gray



      Pete Edwards | Staff & Students | Computing Science
      University of Aberdeen

      Last updated: November 22, 2002
      pedwards@csd.abdn.ac.uk

      University of Aberdeen