By Professor Claude Sammut

Conference Papers

Mahidadia A; Compton P; Sammut C, 1994, 'Helping Researchers To Construct Scientific Models: A Tool From Inductive Logic Programming', in 4th Japanese Knowledge Acquisition for Knowledge-Based Systems Workshop

Amin A; Chen CP; Sammut C; Sum KC, 1994, 'Learning to Recognise Hand-printed Chinese Characters using Inductive Logic Programming', in Wrobel S (ed.), Fourth International Workshop on Inductive Logic Programming, Gesellschaft für Mathematik und Datenverarbeitung MBH, pp. 263 - 272

Esmaili N; Mann GA; Sammut C, 1994, 'Navigation learning by a mobile robot', in Iranian Conference on Electrical Engineering, pp. 142 - 150

Mahidadia A; Sammut C; Compton P, 1994, 'Unfolding Learning', in Fuchs NE; Gottlob G (ed.), Proceedings of the Tenth Logic Programming Workshop, WLP 94, Institut für Informatik der Universität Zürich, pp. 165 - 168

MULHOLLAND M; PRESTON P; SAMMUT C; HIBBERT B; COMPTON P, 1993, 'AN EXPERT-SYSTEM FOR ION CHROMATOGRAPHY DEVELOPED USING MACHINE LEARNING AND KNOWLEDGE IN CONTEXT', in Chung PWH; Lovegrove G; Ali M (eds.), INDUSTRIAL AND ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND EXPERT SYSTEMS - IEA/AIE 93, GORDON AND BREACH SCIENCE PUBL, SCOTLAND, EDINBURGH, pp. 258 - 267, presented at 6th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 93), SCOTLAND, EDINBURGH, 01 June 1993 - 04 June 1993, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1993BB14Y00042&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Michie D; Sammut CA, 1993, 'Behavioual clones and cognitive skill models', in Machine Intelligence 14: applied machine intelligence, Japan, presented at Machine Intelligence 14: applied machine intelligence, Japan

Mcgarity MJ; Clements DJ; Sammut CA, 1993, 'Controlling a steel mill with BOXES', in Machine Intelligence 14: applied machine intelligence, Japan, presented at Machine Intelligence 14: applied machine intelligence, Japan

Sammut C; Zrimec T, 1993, 'Applications of induction in pilot training', in Langley P; Kodratoff Y (ed.), ECML-93 Workshop on Practical Applications of Machine Learning

Mahidadia A; Sammut C; Compton P, 1993, 'Building and Maintaining Causal Theories Using Inductive Logic Programming', in 6th Australian Joint Conference on Artificial Intelligence

Michie D; Sammut C, 1993, 'Machine learning from real-time input-output behaviour', in Proceedings of the International Conference on Design to Manufacture in Modern Industry, pp. 363 - 369

Sammut C, 1993, 'The Origins of Inductive Logic Programming: A Prehistoric Tale', in Muggleton S (ed.), Third International Workshop onf Inductive Logic Programming, pp. 127 - 147, file://localhost/Users/claude/Sites/papers/ilp_history.pdf

Sammut CA, 1992, 'Acquiring Expert Knowledge by Learning from Recorded Behaviours', in Japanese Knowledge Aquisition Workshop

Sammut C, 1992, 'Automatically Constructing Control Systems by Observing Human Behaviour', in Muggleton S (ed.), Second International Inductive Logic Programming Workshop, file://localhost/Users/claude/Sites/papers/ilp92.pdf

Sammut C, 1992, 'Behavioural clones: combining cognitive science and technology', in Proceedings of the 1993 Australian Cognitive Science Conference

Mahidadia A; Sammut C; Compton P, 1992, 'Building and Maintaining Causal Theories', in Proceedings of the AAAI Symposium on Knowledge Assimilation

Mahidadia A; Sammut C; Compton P, 1992, 'Inventing Causal Qualitative Models: A Tool for Experimental Research', in Proceedings of the Fifth Australian Conference on Artificial Intelligence

Sammut C; Hurst S; Kedzier D; Michie D, 1992, 'Learning to Fly', in Sleeman D; Edwards P (ed.), Proceedings of the Ninth International Conference on Machine Learning, Morgan Kaufmann, pp. 385 - 393, file://localhost/Users/claude/Sites/papers/ML9.pdf

Sammut CA, 1992, 'The Automatic Construction of Control Systems by Induction', in Bratko I (ed.), ISSEK’92

Clark P; Cestnik B; Sammut C; Stender J, 1991, 'Applications of machine learning: Notes from the panel members', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 457 - 462, http://dx.doi.org/10.1007/BFb0017037

Mansuri Y; Kim J-G; Compton PJ; Sammut CA, 1991, 'An Evaluation of Ripple-Down Rules', in Proceedings of the IJCAI’91 Knowledge Acquisition Workshop

Srinivasan A; Compton P; Malor R; Edwards G; Sammut C; Lazarus L, 1991, 'Knowledge Acquisition in Context for a Complex Domain', in Proceedings of the European Knowledge Acquisition Workshop

Colomb R; Srinivasan A; Sammut C, 1991, 'Making Knowledge Representation Indepdendent of Knowledge Processing', in Quinlan JR (ed.), Proceedings of the IJCAI’91 Knowledge Acquisition Workshop

Clark P; Cestnik B; Sammut C; Stender J, 1991, 'Panel: Applications of Machine Learning - Notes from the Panel Members', in Kodratof Y (ed.), Machine Learning - EWSL-91, European Working Session on Learning, Springer, pp. 457 - 462

Hume D; Sammut C, 1991, 'Using Inverse Resolution to Learn Relations from Experiments', in Birnbaum L; Collins GC (ed.), Proceedings of the Eigth International Machine Learning Conference, Morgan Kaufmann, pp. 412 - 416, file://localhost/Users/claude/Sites/papers/ml8.pdf

Sammut C; Cribb J, 1990, 'Is Learning Rate a Good Performance Criterion of Learning?', in Porter BW; Mooney RJ (ed.), Proceedings of the Seventh International Machine Learning Conference, pp. 170 - 178

Sammut CA; Colomb RM, 1990, 'Using an ATMS to Compile Rules for a Real-Time Expert System', in Proceedings of the Australian Joint Artificial Intelligence Conference, pp. 323 - 330

Srinivasan A; Sammut CA; Richards JA, 1989, 'A Knowledge-Based System for Multi-Source Classification in Remote Sensing', in Proceedings of the Fifth Australian Conference on Applications of Expert Systems, pp. 102 - 119

Sammut C, 1988, 'Experimental Results from an Evaluation of Algorithms that Learn to Control Dynamic Systems', in Fifth International Conference on Machine Learning, Morgan Kaufmann, pp. 437 - 443

Sammut CA, 1988, 'Logic Programs as a Basis for Machine Learning', in Brazdil P (ed.), Proceedings of the International Workshop on Logic, Meta-Reasoning and Learning, file://localhost/Users/claude/Sites/papers/portugal_1998.pdf

Sammut CA; Hume DV, 1987, 'Observation and Generalisation in a Simulated Robot World', in Langley P (ed.), Proceedings of the Fourth International Machine Learning Workshop, pp. 267 - 273, file://localhost/Users/claude/Sites/papers/ml4.pdf

Sammut CA; Pollaers J, 1986, 'A Frame Based Knowledge Representation System for Prolog', in Proceedings of the Ninth Australian Computer Science Conference, pp. 201 - 20

Sammut CA; Hume DV, 1985, 'Learning Concepts in a Complex Robot World', in Proceedings of the Third International Machine Learning Workshop

Cohen BL; Sammut CA, 1984, 'Program Synthesis Through Concept Learning', in Biermann AW; Guiho G; Kodratoff Y (eds.), Automatic Program Construction Techniques, Macmillan, pp. 463 - 482

Sammut C; Banerji RB, 1983, 'HIERARCHICAL MEORIES: An Aid To Concept Learning', in Proceedings of the 1983 International Machine Learning Workshop, pp. 74 - 80

Sammut CA, 1981, 'Concept Learning by Experiment', in Seventh International Joint Conference on Artificial Intelligence, pp. 104 - 105

Cohen BL; Sammut CA, 1980, 'Program Synthesis Through Concept Learning', in Kodratoff Y (ed.), Proceedings of The International Workshop on Program Construction, I.N.R.I.A.

Cohen BL; Sammut CA, 1978, 'CONFUCIUS - A Structural Approach to Object Recognition and Concept Learning', in Australian Universities Computer Science Seminar, pp. 249 - 259

Cohen BL; Sammut CA, 1978, 'Pattern Recognition and Learning with Structural Description Languages', in Fourth International Joint Conference on Pattern Recognition, pp. 1443 - 1446

Conference Presentations

Tapia Cortez CA; Saydam S; Coulton J; Sammut C, 2017, 'Using the Memory and Cognition of Mineral Commodities to Predict Price Trends', presented at SME Annuial Conference & Expo, Denver, CO, USA, 19 February 2017 - 22 February 2017

Reports

Sammut C; Michie D, 1992, Multiple Autopilots: a Working Model for Cognitively Guided Subcognitive Skills

Sammut CA, 1987, Experiments in Pole Balancing, The Turing Institute

Theses / Dissertations

Sammut CA, 1981, Learning Concepts by Performing Experiments, Department of Computer Science, University of New South Wales

Working Papers

Hengst B; Pagnucco M; Rajaratnam D; Sammut C; Thielscher M, 2019, Perceptual Context in Cognitive Hierarchies, http://dx.doi.org10.1007/978-3-030-22102-7_16

Creative Works (non-textual)

Del Favero D; Thurow S; Oliver C; Blacklock F; Sammut C; Connell M; Baskaran A; Perry F; Formoso R, 2023, Victorian Reality, SXSW Sydney, Powerhouse Museum (Sydney), 15 October 2023 - 22 October 2023, medium: Augmented Reality Application, at: https://powerhouse.com.au/program/victorian-reality#castle-hill-2023

Preprints

Hengst B; Pagnucco M; Rajaratnam D; Sammut C; Thielscher M, 2023, Online Learning and Planning in Cognitive Hierarchies, http://arxiv.org/abs/2310.12386v1

Hengst B; Pagnucco M; Rajaratnam D; Sammut C; Thielscher M, 2018, Perceptual Context in Cognitive Hierarchies, http://dx.doi.org/10.48550/arxiv.1801.02270

Singh SK; Banerjee BP; Lato M; Sammut C; Raval S, Automated rock mass discontinuity set characterisation using amplitude and phase decomposition, http://dx.doi.org/10.2139/ssrn.3899864

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