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Conference Papers

Amin A, 1998, 'Recognition of printed arabic text using machine learning', in Proceedings of SPIE - The International Society for Optical Engineering, pp. 62 - 71, http://dx.doi.org/10.1117/12.304645

Harries M;Horn K;Sammut CA, 1998, 'Learning in Time Ordered Domains with Hidden Changes in Context', in ICML-98/AAAI-98 joint workshop on Predicting the Future: AI Approaches to Time-Series Analysis, ICML-98/AAAI-98 joint workshop on Predicting the Future: AI Approaches to Time-Series Analysis, Madison, Wisconsin, USA, presented at ICML-98/AAAI-98 joint workshop on Predicting the Future: AI Approaches to Time-Series Analysis, Madison, Wisconsin, USA, 27 July 1998

Sammut CA;Shiraz CA, 1998, 'Acquiring Control Knowledge from Examples Using Ripple-down Rules and Machine Learning', in 11th Banff Knowledge Acquisition for Knowledge-based System Workshop, 11th Banff Knowledge Acquisition for Knowledge-based System Workshop, Banff Alberta Canada, presented at 11th Banff Knowledge Acquisition for Knowledge-based System Workshop, Banff Alberta Canada, 18 - 23 April 1998

Amin A;Kim SG;Sammut C, 1997, 'Hand-printed Chinese character recognition via machine learning', in Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, pp. 190 - 194

Sammut C, 1997, 'Using Background Knowledge to Build Multistrategy Learners', in Machine Learning, pp. 241 - 257

Shiraz GM;Sammut C, 1997, 'Combining knowledge acquisition and machine learning to control dynamic systems', in IJCAI International Joint Conference on Artificial Intelligence, pp. 908 - 913

Sammut CA, 1997, 'A Multistrategy Approach to Learning Control from Human Skills', in Brandt D (ed.), 6th IFAC Symposium on Automated Systems Based on Human Skill, 6th IFAC Symposium on Automated Systems Based on Human Skill, Kranjska Gora, Slovenia, pp. 31 - 34, presented at 6th IFAC Symposium on Automated Systems Based on Human Skill, Kranjska Gora, Slovenia, 01 January 1997

Sammut CA, 1997, 'Teaching AI with Bots', in Corbett D (ed.), AI 1997 Workshop on Teaching in AI, Australasian Joint Conference on Artificial Intelligence 1997, Perth, WA, pp. 1 - 8, presented at Australasian Joint Conference on Artificial Intelligence 1997, Perth, WA, 30 November - 04 December 1997

Shiraz HM;Sammut CA, 1997, 'Learning to Pilot an Aircraft', in Joint Pacific Asian Conference on Expert Systems/ Singapore International Conference in Intelligence Systems, Joint Pacific Asian Conference on Expert Systems/ Singapore International Conference in Intelligence Systems, Singapore, presented at Joint Pacific Asian Conference on Expert Systems/ Singapore International Conference in Intelligence Systems, Singapore, 01 January 1997

Zrimec T;Sammut CA, 1997, 'Knowledge Acquisition for Medical Image Understanding', in Australian Knowledge Acquisition Workshop 1997, Australian Knowledge Acquisition Workshop 1997, Perth, WA, presented at Australian Knowledge Acquisition Workshop 1997, Perth, WA, 01 December 1997

Zrimec T;Sammut C, 1996, 'Medical image understanding system', in Kocijan J;Karba R (eds.), ARTIFICIAL INTELLIGENCE IN REAL-TIME CONTROL 1995 (AIRTC'95), PERGAMON PRESS LTD, BLED, SLOVENIA, pp. 179 - 184, presented at IFAC Workshop on Artificial Intelligence in Real-Time Control, BLED, SLOVENIA, 29 November - 01 December 1995, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1996BG16Y00028&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

Urbancic T;Bratko I;Sammut CA, 1996, 'Learning models of control skills: phenomena, results and problems', in 13th IFAC World Congress 2006, 13th IFAC World Congress 2006, San Francisco, California USA, presented at 13th IFAC World Congress 2006, San Francisco, California USA, 30 June - 05 July 1996

Shiraz GM;Sammut CA, 1996, 'An interactive method for learning to control dynamic systems', in Pacific Knowledge Acquisition Workshop, Pacific Knowledge Acquisition Workshop, Coogee, NSW, presented at Pacific Knowledge Acquisition Workshop, Coogee, NSW, 23 - 25 October 1996

Esmaili N;Sammut C;Shirazi GM, 1995, 'Behavioural cloning in control of a dynamic system', in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, pp. 2904 - 2909

Zrimec T;Sammut C, 1995, 'Knowledge representation for model-based image processing in medicine', in Forsyth GF;Ali M (eds.), INDUSTRIAL AND ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND EXPERT SYSTEMS (IEA/AIE 95), GORDON AND BREACH SCIENCE PUBL, MELBOURNE, AUSTRALIA, pp. 427 - 433, presented at 8th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE-95), MELBOURNE, AUSTRALIA, 06 - 08 June 1995, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1995BF46C00051&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

Shirazi GM;Sammut C;Esmaili N, 1995, 'Man, machine cooperation for learning to control dynamic systems', in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, pp. 1108 - 1112

Michie D;Sammut CA, 1995, 'Behavioual clones and cognitive skill models', in Machine Intelligence 14: applied machine intelligence, Machine Intelligence 14: applied machine intelligence, Japan, presented at Machine Intelligence 14: applied machine intelligence, Japan, 01 January 1993

Mcgarity MJ;Clements DJ;Sammut CA, 1995, 'Controlling a steel mill with BOXES', in Machine Intelligence 14: applied machine intelligence, Machine Intelligence 14: applied machine intelligence, Japan, presented at Machine Intelligence 14: applied machine intelligence, Japan, 01 January 1993

Squires B;Sammut CA, 1995, 'Automatic speaker recognition: an application for machine learning', in 12th International Conference on Machine Learning, 12th International Conference on Machine Learning, Tahoe City, California, presented at 12th International Conference on Machine Learning, Tahoe City, California, 01 July 1995

Bratko I;Urbancic T;Sammut CA, 1995, 'Behavioural cloning: phenomena, results and problems', in IFAC Symposium Automated Systems Based etc, IFAC Symposium Automated Systems Based etc, Berlin, Germany, presented at IFAC Symposium Automated Systems Based etc, Berlin, Germany, 26 - 28 September 1995

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

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

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

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

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

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

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

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

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 PW H;Lovegrove G;Ali M (eds.), INDUSTRIAL AND ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND EXPERT SYSTEMS - IEA/AIE 93, GORDON AND BREACH SCIENCE PUBL, EDINBURGH, SCOTLAND, pp. 258 - 267, presented at 6th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 93), EDINBURGH, SCOTLAND, 01 - 04 June 1993, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1993BB14Y00042&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

SAMMUT C;HURST S;KEDZIER D;MICHIE D, 1992, 'LEARNING TO FLY', in SLEEMAN D;EDWARDS P (eds.), MACHINE LEARNING /, MORGAN KAUFMANN PUB INC, ABERDEEN, SCOTLAND, pp. 385 - 393, presented at 9TH INTERNATIONAL WORKSHOP ON MACHINE LEARNING ( ML92 ), ABERDEEN, SCOTLAND, 01 - 03 June 1992, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1992BW24P00050&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

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

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

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

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

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

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

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

HUME D;SAMMUT C, 1991, 'USING INVERSE RESOLUTION TO LEARN RELATIONS FROM EXPERIMENTS', in Birnbaum LA;Collins GC (eds.), MACHINE LEARNING, MORGAN KAUFMANN PUB INC, NORTHWESTERN UNIV, EVANSTON, IL, pp. 412 - 416, presented at 8th International Workshop on Machine Learning (ML91), NORTHWESTERN UNIV, EVANSTON, IL, 01 June 1991, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1991BA74J00080&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

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

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

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

SAMMUT CA;COLOMB RM, 1990, 'USING AN ATMS TO COMPILE RULES FOR A REAL-TIME EXPERT SYSTEM', in TSANG CP (ed.), AI 90, WORLD SCIENTIFIC PUBL CO PTE LTD, PERTH, AUSTRALIA, pp. 323 - 330, presented at 4TH AUSTRALIAN JOINT CONF ON ARTIFICIAL INTELLIGENCE - EVERDAY AI : NEW TOOLS FOR SOCIETY ( AI-90 ), PERTH, AUSTRALIA, 21 - 23 November 1990, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1990BS68V00028&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

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

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 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 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;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


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