Professor Claude Sammut
Tabs
Publications related to this Person
Books
Sammut C; Webb GI, 2017, Encyclopedia of Machine Learning and Data Mining, Springer
Sammut CA; Webb G, (eds.), 2010, Encyclopaedia of Machine Learning, 1st edition, Springer, New York, http://www.springer.com/computer/ai/book/978-0-387-30768-8
Sammut CA; Matwin S, (eds.), 2003, Inductive logic programming: 12th international conference, ILP 2002, Sydney, Original, Springer, Berlin, Germany
Book Chapters
Sammut C, 2010, 'Concept Learning.', in Sammut C; Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 205 - 208, https://doi.org/10.1007/978-0-387-30164-8
Sammut C, 2010, 'Credit Assignment.', in Sammut C; Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 238 - 242, https://doi.org/10.1007/978-0-387-30164-8
Sammut C, 2010, 'Beam Search.', in Sammut C; Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 93 - 93, https://doi.org/10.1007/978-0-387-30164-8
Sammut C, 2010, 'Greedy Search.', in Sammut C; Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 482 - 483, https://doi.org/10.1007/978-0-387-30164-8
Sammut C, 2010, 'Generalization.', in Sammut C; Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 447 - 447, https://doi.org/10.1007/978-0-387-30164-8
Sammut C, 2010, 'Genetic and Evolutionary Algorithms.', in Sammut C; Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 456 - 457, https://doi.org/10.1007/978-0-387-30164-8
Sammut C; Harries MB, 2010, 'Concept Drift.', in Sammut C; Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 202 - 205, https://doi.org/10.1007/978-0-387-30164-8
Sammut C, 2010, 'Density Estimation.', in Sammut C; Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 270 - 270, https://doi.org/10.1007/978-0-387-30164-8
Sammut C, 2010, 'Markov Chain Monte Carlo.', in Sammut C; Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 639 - 642, https://doi.org/10.1007/978-0-387-30164-8
Sammut C; Yik TF, 2010, 'Multistrategy learning for robot behaviours', in Studies in Computational Intelligence, pp. 457 - 476, http://dx.doi.org/10.1007/978-3-642-05177-7_23
Sammut CA, 2010, 'Behavioral Cloning', in Sammut C; Webb GI (ed.), Encyclopaedia of Machine Learning, edn. 1st edition, Springer, New York, pp. 93 - 97
Sammut C; Hengst B, 2003, 'The evolution of a robot soccer team', in Jarvis RA; Zelinsky A (ed.), ROBOTICS RESEARCH, edn. SPRINGER TRACTS IN ADVANCED ROBOTICS, SPRINGER-VERLAG BERLIN, LORNE, AUSTRALIA, pp. 517 - 530, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000183013700033&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
Bratko I; Urbancic T; Sammut CA, 1998, 'Behavioiural Cloning of Control Skill', in Machine Learning and Data Mining, edn. Original, Wiley & Sons, Chichester, England, pp. 335 - 352
Sammut C, 1994, 'Recent Progress with BOXES', in Furukawa K; Michie D; Muggleton S (ed.), Machine Intelligence 13, Clarendon Press, pp. 363 - 383, file://localhost/Users/claude/Sites/papers/MI13.pdf
Sammut C, 1994, 'Knowledge Representation', in Michie D; Speigelhalter DJ; Taylor CC (ed.), Machine Learning, Neural Nets and Statistical Classification, pp. 228 - 245
Mahidadia A; Sammut C; Compton P, 1994, 'Applying Inductive Logic Programming to Causal Qualitative Models in Neuroendocrinology', in Zhang C; Debenham J; Lukose D (ed.), Artificial Intelligence: Sowing the Seeds of the Future, pp. 68 - 75
Hume D; Sammut C, 1992, 'Applying Inductive Logic programming in Reactive Environments', in Muggleton S (ed.), Inductive Logic Programming, Academic Press, pp. 539 - 549, file://localhost/Users/claude/Sites/papers/ilp91.pdf
SAMMUT C, 1991, 'ERROR TOLERANT LEARNING-SYSTEMS', in HAYES JE; MICHIE D; TYUGU E (ed.), MACHINE INTELLIGENCE 12, edn. MACHINE INTELLIGENCE, OXFORD UNIVERSITY PRESS, TALLINN, USSR, pp. 169 - 185, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1991BT79K00012&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
Grech A; Sammut C, 1987, 'Qualitative Plausible Reasoning and Assumptions', in Quinlan JR (ed.), Applications of Expert Systems, Addison-Wesley
Sammut CA; Banerji RB, 1986, 'Learning Concepts by Asking Questions', in Michalski RS; Carbonell JG; Mitchell TM (ed.), Machine Learning: An Artificial Intelligence Approach, Vol 2, pp. 167 - 192, file://localhost/Users/claude/Sites/papers/ml2.pdf
Sammut C; Cohen B, 1980, 'A language for describing concepts as programs', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 111 - 116, http://dx.doi.org/10.1007/3-540-09745-7_8
Journal articles
Tapia Cortez CA; Coulton J; Sammut C; Saydam S, 2018, 'Determining the chaotic behaviour of copper prices in the long-term using annual price data', Palgrave Communications, vol. 4, http://dx.doi.org/10.1057/s41599-017-0060-x
Wicaksono H; Sammut C, 2018, 'Tool use learning for a real robot', International Journal of Electrical and Computer Engineering, vol. 8, pp. 1230 - 1237, http://dx.doi.org/10.11591/ijece.v8i2.pp1230-1237
Moses DA; Dawes L; Sammut C; Zrimec T, 2018, 'Peripheral bronchial identification on chest CT using unsupervised machine learning', International Journal of Computer Assisted Radiology and Surgery, vol. 13, pp. 1379 - 1395, http://dx.doi.org/10.1007/s11548-018-1805-8
Muggleton S; Dai WZ; Sammut C; Tamaddoni-Nezhad A; Wen J; Zhou ZH, 2018, 'Meta-Interpretive Learning from noisy images', Machine Learning, vol. 107, pp. 1097 - 1118, http://dx.doi.org/10.1007/s10994-018-5710-8
Tapia Cortez CA; Hitch M; Sammut C; Coulton J; Shishko R; Saydam S, 2018, 'Determining the embedding parameters governing long-term dynamics of copper prices', Chaos, Solitons and Fractals, vol. 111, pp. 186 - 197, http://dx.doi.org/10.1016/j.chaos.2018.03.032
Tapia Cortez CA; Saydam S; Coulton J; Sammut C, 2018, 'Alternative techniques for forecasting mineral commodity prices', International Journal of Mining Science and Technology, vol. 28, pp. 309 - 322, http://dx.doi.org/10.1016/j.ijmst.2017.09.001
Hwong YL; Oliver C; Van Kranendonk M; Sammut C; Seroussi Y, 2017, 'What makes you tick? The psychology of social media engagement in space science communication', Computers in Human Behavior, vol. 68, pp. 480 - 492, http://dx.doi.org/10.1016/j.chb.2016.11.068
Tapia Cortez CA; Saydam S; Coulton J; Sammut C, 2016, 'Dynamic-cognition of Strategic Mineral Commodities; An Empirical Assessment', International Journal of Geological and Environmental Engineering, vol. 3, pp. 1 - 1, https://www.waset.org/abstracts/36210
Wiley TC; Sammut C; Hengst B; Bratko I, 2016, 'A Planning and Learning Hierarchy using Qualitative Reasoning for the On-Line Acquisition of Robotic Behaviors', Advances in Cognitive Systems, vol. 4, pp. 93 - 112, http://www.cogsys.org/papers/ACSvol4/paper8.pdf
Maghrebi M; Waller T; Sammut C, 2016, 'Matching experts’ decisions in concrete delivery dispatching centers by ensemble learning algorithms: Tactical level', Automation in Construction, vol. 68, pp. 146 - 155, http://dx.doi.org/10.1016/j.autcon.2016.03.007
Maghrebi M; Periaraj V; Waller ST; Sammut C, 2016, 'Column Generation-Based Approach for Solving Large-Scale Ready Mixed Concrete Delivery Dispatching Problems', Computer-Aided Civil and Infrastructure Engineering, vol. 31, pp. 145 - 159, http://dx.doi.org/10.1111/mice.12182
Maghrebi M; Travis Waller S; Sammut C, 2016, 'Sequential Meta-Heuristic Approach for Solving Large-Scale Ready-Mixed Concrete-Dispatching Problems', Journal of Computing in Civil Engineering, vol. 30, http://dx.doi.org/10.1061/(ASCE)CP.1943-5487.0000453
Moses D; Sammut C; Zrimec T, 2015, 'Automatic segmentation and analysis of the main pulmonary artery on standard post-contrast CT studies using iterative erosion and dilation', International Journal of Computer Assisted Radiology and Surgery, http://dx.doi.org/10.1007/s11548-015-1265-3
Maghrebi M; Sammut C; Waller ST, 2015, 'Feasibility study of automatically performing the concrete delivery dispatching through machine learning techniques', Engineering, Construction and Architectural Management, vol. 22, pp. 573 - 590, http://dx.doi.org/10.1108/ECAM-06-2014-0081
Maghrebi M; Travis Waller S; Sammut C, 2015, 'Optimality gap of experts' decisions in concrete delivery dispatching', Journal of Building Engineering, vol. 2, pp. 17 - 23, http://dx.doi.org/10.1016/j.jobe.2015.04.001
Maghrebi M; Sammut C; Waller ST, 2014, 'Predicting the Duration of Concrete Operations Via Artificial Neural Network and by Focusing on Supply Chain Parameters', Building Research Journal, vol. 61, pp. 1 - 14, http://dx.doi.org/10.2478/brj-2014-0001
Maghrebi M; Travis Waller S; Sammut C, 2014, 'Assessing the accuracy of expert-based decisions in dispatching ready mixed concrete', Journal of Construction Engineering and Management, vol. 140, http://dx.doi.org/10.1061/(ASCE)CO.1943-7862.0000853
Farid R; Sammut C, 2014, 'Plane-based object categorisation using relational learning', Machine Learning, vol. 94, pp. 3 - 23, http://dx.doi.org/10.1007/s10994-013-5352-9
Maghrebi M; Sammut C; Waller S, 2013, 'Integrated Building Information Modeling (BIM) with Supply Chain and Feed-Forward Control', YBL Journal of Built Environment, vol. 1, pp. 25 - 34, http://dx.doi.org/10.2478/jbe-2013-0009
Maghrebi M; Waller ST; Sammut C, 2013, 'Reconstruction of an Expert’s Decision Making Expertise in Concrete Dispatching by Machine Learning', Journal of Civil Engineering and Architecture, vol. 7, pp. 1540 - 1547
Brown S; Sammut C, 2013, 'A relational approach to tool-use learning in robots', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7842 LNAI, pp. 1 - 15, http://dx.doi.org/10.1007/978-3-642-38812-5_1
Sammut C, 2013, 'The child machine vs the world brain', Informatica (Slovenia), vol. 37, pp. 3 - 8
Sammut C, 2012, 'When Do Robots Have to Think?', Advances in Cognitive Systems, vol. 1, pp. 73 - 81
Wiley T; McGill M; Milstein A; Salleh R; Sammut C, 2012, 'Spatial correlation of multi-sensor features for autonomous victim identification', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7416 LNCS, pp. 538 - 549, http://dx.doi.org/10.1007/978-3-642-32060-6_46
Jamali N; Sammut C, 2011, 'Majority voting: Material classification by tactile sensing using surface texture', IEEE Transactions on Robotics, vol. 27, pp. 508 - 521, http://dx.doi.org/10.1109/TRO.2011.2127110
Milstein A; McGill M; Wiley T; Salleh R; Sammut C, 2011, 'A method for fast encoder-free mapping in unstructured environments', Journal of Field Robotics, vol. 28, pp. 817 - 831, http://dx.doi.org/10.1002/rob.20408
Sammut C, 2010, 'Robot soccer', Wiley Interdisciplinary Reviews: Cognitive Science, vol. 1, pp. 824 - 833, http://dx.doi.org/10.1002/wcs.86
Shirazi H; Sammut CA, 2008, 'Acquiring control knowledge from examples using ripple-down rules and machine learning', Iranian Journal of Science and Technology, Transaction B: Engineering, vol. 32, pp. 295 - 304
D'Este C; Sammut C, 2008, 'Learning and generalising semantic knowledge from object scenes', Robotics and Autonomous Systems, vol. 56, pp. 891 - 900, http://dx.doi.org/10.1016/j.robot.2008.08.006
Kadous MW; Sammut C, 2005, 'Classification of multivariate time series and structured data using constructive induction', Machine Learning, vol. 58, pp. 179 - 216, http://dx.doi.org/10.1007/s10994-005-5826-5
Nardi D; Riedmiller M; Sammut C; Santos-Victor J, 2005, 'Lecture Notes in Artificial Intelligence (Subseries of Lecture NoteS in Computer Science): Preface', Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), vol. 3276
Potts D; Sammut C, 2005, 'Online nonlinear system identification using linear model trees', IFAC Proceedings Volumes (IFAC-PapersOnline), vol. 16, pp. 202 - 207
Potts DE; Sammut CA, 2005, 'Incremental learning of linear model trees', Machine Learning, vol. 61, pp. 5 - 48, http://dx.doi.org/10.1007/s10994-005-1121-8
Burkhard HD; Asada M; Bonarini A; Jacoff A; Nardi D; Riedmiller M; Sammut C; Sklar E; Veloso M, 2004, 'RoboCup: Yesterday, today, and tomorrow workshop of the executive committee in Blaubeuren, october 2003', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 3020, pp. 15 - 34
Matwin S; Sammut C, 2003, 'Preface', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 2583, pp. V - VI
Sammut C, 2001, 'Managing Context in a Conversational Agent.', Electron. Trans. Artif. Intell., vol. 5, pp. 189 - 202
Barr T; Chicharo J; Van Der Meyden R; Sammut C; Seberry J; Tobias J; Wysocki T, 2001, 'CRC for smart internet technology - An overview', Telecommunications Journal of Australia, vol. 51, pp. 19 - 23
Hengst B; Ibbotson D; Pham SB; Dalgliesh J; Lawther M; Preston P; Sammut C, 2001, 'The UNSW RoboCup 2000 sony legged league team', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 2019 LNAI, pp. 64 - 75
Sammut CA, 2001, 'Managing Context in a Conversational Agent', Electronic Transactions on Artificial Intelligence, pp. 1 - 7
Sammutl C; Zrimec T, 1998, 'Learning to classify X-ray images using relational learning', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 1398, pp. 55 - 60
Sammut C, 1998, 'Prolog, refinements and RLGG's', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 1446, pp. 225 - 234
Harries MB; Sammut C; Horn K, 1998, 'Extracting hidden context', Machine Learning, vol. 32, pp. 101 - 126, http://dx.doi.org/10.1023/A:1007420529897
Zrimec T; Sammut C, 1997, 'A medical image-understanding system', Engineering Applications of Artificial Intelligence, vol. 10, pp. 31 - 39
Sammut CA, 1997, 'Using Background Knowledge to Build Multistrategy Learning', Machine Learning, pp. 241 - 257
Sammut C, 1996, 'Automatic construction of reactive control systems using symbolic machine learning', Knowledge Engineering Review, vol. 11, pp. 27 - 42
Amin A; Sammut C; Sum KC, 1996, 'Learning to recognize hand-printed Chinese characters using inductive logic programming', International Journal of Pattern Recognition and Artificial Intelligence, vol. 10, pp. 829 - 847, http://dx.doi.org/10.1142/S0218001496000487
Mulholland M; Hibbert DB; Haddad PR; Sammut C, 1995, 'Application of the C4.5 classifier to building an expert system for ion chromatography', Chemometrics and Intelligent Laboratory Systems, vol. 27, pp. 95 - 104, http://dx.doi.org/10.1016/0169-7439(95)80010-7
Hauser T; Kraegen EW; Campbell LV; Compton PJ; Sammut C; Chisholm DJ, 1992, 'Erratum: Assessment of experts' approach to insulin therapy and development of a simulator for diabetes insulin adjustment (Diabetes Care (February 1992) 15 (221-231))', Diabetes Care, vol. 15, pp. 733
Hauser T; Kraegen EW; Campbell LV; Compton PJ; Sammut C; Chisholm DJ, 1992, 'Assessment of experts' approach to insulin therapy and development of a simulator for diabetes insulin adjustment', Diabetes Care, vol. 15, pp. 221 - 231, http://dx.doi.org/10.2337/diacare.15.2.221
SAMMUT C; MICHIE D, 1991, 'CONTROLLING A BLACK-BOX SIMULATION OF A SPACECRAFT', AI MAGAZINE, vol. 12, pp. 56 - 63, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1991FD77400003&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
SAMMUT CA, 1985, 'CONCEPT DEVELOPMENT FOR EXPERT SYSTEM KNOWLEDGE BASES', AUSTRALIAN COMPUTER JOURNAL, vol. 17, pp. 49 - 55, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1985AKE5900011&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
SAMMUT CA; SAMMUT RA, 1983, 'THE IMPLEMENTATION OF UNSW-PROLOG', AUSTRALIAN COMPUTER JOURNAL, vol. 15, pp. 58 - 64, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1983RB57400003&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
SAMMUT RA; SAMMUT CA, 1983, 'PROLOG - A TUTORIAL INTRODUCTION', AUSTRALIAN COMPUTER JOURNAL, vol. 15, pp. 42 - 51, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1983RB57400001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
Cohen B; Sammut C, 1982, 'Object recognition and concept learning with CONFUCIUS', Pattern Recognition, vol. 15, pp. 309 - 316, http://dx.doi.org/10.1016/0031-3203(82)90033-4
Cohen B; Sammut C, 1980, 'Learning Concepts in Complex Environments', Australian Computer Science Communications, vol. 2, pp. 13 - 23
Cohen BL; Sammut CA, 1979, 'PATTERN RECOGNITION AND LEARNING WITH A STRUCTURAL DESCRIPTION LANGUAGE.', PATTERN RECOGNITION AND LEARNING WITH A STRUCTURAL DESCRIPTION LANGUAGE., pp. 394 - 397
Cohen BL; Sammut CA, 1978, 'CONFUCIUS: A Structural Concept Learning System', Australian Computer Journal, vol. 10, pp. 138 - 144
Conference Papers
Wiley T; Bratko I; Sammut C, 2018, 'A machine learning system for controlling a rescue robot', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 108 - 119, http://dx.doi.org/10.1007/978-3-030-00308-1_9
Wicaksono H; Sammut C, 2017, 'Towards Explainable Tool Creation by a Robot', in Aha DW; Darrell T; Pazzani M; Reid D; Sammut C; Stone P (eds.), IJCAI 2017 Workshop on Explainable Artificial Intelligence (XAI), IJCAI 2017 Workshop on Explainable Artificial Intelligence (XAI), Melbourne, Australia, pp. 63 - 67, presented at IJCAI 2017 Workshop on Explainable Artificial Intelligence (XAI), Melbourne, Australia, 27 - 27 August 2017
Wicaksono H; Sammut C, 2016, 'Relational tool use learning by a robot in a real and simulated world', in Australasian Conference on Robotics and Automation, ACRA, pp. 136 - 142
hengst B; Marcus N; pagnucco M; Rajaratnam D; sammut C; Thielscher M, 2016, 'Towards Autonomous Adaptation and Trust.', in Towards Autonomous Adaptation and Trust., IEEE/RSJ International Conference on Intelligent Robots and Systems, Daejeon, Korea, presented at IEEE/RSJ International Conference on Intelligent Robots and Systems, Daejeon, Korea, 09 - 14 October 2016
Rajaratnam D; Hengst B; Pagnucco M; Sammut C; Thielscher M, 2016, 'Composability in cognitive hierarchies', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 42 - 55, http://dx.doi.org/10.1007/978-3-319-50127-7_4
Clark K; Hengst B; Pagnucco M; Rajaratnam D; Robinson P; Sammut C; Thielscher M, 2016, 'A framework for integrating symbolic and sub-symbolic representations', in IJCAI International Joint Conference on Artificial Intelligence, pp. 2486 - 2492
Wicaksono H; Sammut C, 2015, 'A learning framework for tool creation by a robot', in Australasian Conference on Robotics and Automation, ACRA
Ratter A; Sammut C, 2015, 'Local map based graph SLAM with hierarchical loop closure and optimisation', in Australasian Conference on Robotics and Automation, ACRA
Sammut C; Sheh R; Haber A; Wicaksono H, 2015, 'The robot engineer', in CEUR Workshop Proceedings, pp. 101 - 106
Maghrebi M; Rey D; Wailer ST; Sammut C, 2015, 'Reducing the number of decision variables in ready mixed concrete for optimally solving small instances in a practical time', in Proceedings, Annual Conference - Canadian Society for Civil Engineering, pp. 763 - 770
Hall B; Harris S; Hengst B; Liu R; Ng K; Pagnucco M; Pearson L; Sammut C; Schmidt P, 2015, 'Robocup SPL 2015 champion team paper', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 72 - 82, http://dx.doi.org/10.1007/978-3-319-29339-4_6
Ratter A; Sammut C, 2015, 'Fused 2D/3D position tracking for robust SLAM on mobile robots', in IEEE International Conference on Intelligent Robots and Systems, pp. 1962 - 1969, http://dx.doi.org/10.1109/IROS.2015.7353635
Ashar J; Ashmore J; Hall B; Harris S; Hengst B; Liu R; Mei Z; Pagnucco M; Roy R; Sammut C, 2015, 'RoboCup SPL 2014 champion team paper', in Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), pp. 70 - 81, http://dx.doi.org/10.1007/978-3-319-18615-3_6
Wiley TC; Sammut C; Hengst B; Bratko I, 2015, 'A Multi-Strategy Architecture for On-Line Learning of Robotic Behaviours using Qualitative Reasoning', in A Multi-Strategy Architecture for On-Line Learning of Robotic Behaviours using Qualitative Reasoning, Advances in Cognitive Systems, Atlanta, presented at Advances in Cognitive Systems, Atlanta, 29 - 31 May 2015
Tapia Cortez C; Saydam S; Coulton J; Sammut C, 2015, 'Copper Price Uncertainties - Chaos Theory to Manage Risk in Mining Projects', in Saydam S; Mitra R (eds.), Copper Price Uncertainties - Chaos Theory to Manage Risk in Mining Projects, AusIMM, Sydney, pp. 261 - 272, presented at Third International Future Mining Conference, Sydney, 04 November - 06 December 2015
Maghrebi M; Waller ST; Sammut C, 2015, 'Text Mining Approach for Reviewing the Ready Mixed Concrete Literature', in Text Mining Approach for Reviewing the Ready Mixed Concrete Literature, 2nd International Conference on Civil and Building Engineering Informatics, Tokyo, Japan, presented at 2nd International Conference on Civil and Building Engineering Informatics, Tokyo, Japan, 22 - 24 April 2015
Maghrebi M; Waller ST; Sammut C, 2015, 'Optimality Gap of Experts’ Decisions in Concrete Delivery Dispatching', in Optimality Gap of Experts’ Decisions in Concrete Delivery Dispatching, 94th Transportation Research Board, Washington DC, USA., presented at 94th Transportation Research Board, Washington DC, USA., 11 - 15 January 2015
Maghrebi M; Periaraj V; Waller ST; Sammut C, 2014, 'Solving ready-mixed concrete delivery problems: Evolutionary comparison between column generation and robust genetic algorithm', in Computing in Civil and Building Engineering - Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering, pp. 1417 - 1424, http://dx.doi.org/10.1061/9780784413616.176
Wiley T; Sammut C; Bratko I, 2014, 'Qualitative simulation with answer set programming', in Frontiers in Artificial Intelligence and Applications, pp. 915 - 920, http://dx.doi.org/10.3233/978-1-61499-419-0-915
Wiley T; Sammut C; Bratko I, 2014, 'Qualitative planning with quantitative constraints for online learning of robotic behaviours', in Brodley CE (ed.), AAAI Conference on Artificial Intelligence, AI Access Foundation, Quebec, pp. 2578 - 2584, presented at AAAI Conference on Artificial Intelligence, Quebec, 27 - 31 July 2014
Farid R; Sammut C, 2014, 'Region-based object categorisation using relational learning', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 357 - 369, http://dx.doi.org/10.1007/978-3-319-13560-1
Maghrebi M; Periaraj V; Waller ST; Sammut C, 2014, 'Using benders decomposition for solving ready mixed concrete dispatching problems', in 31st International Symposium on Automation and Robotics in Construction and Mining, ISARC 2014 - Proceedings, pp. 680 - 688
Maghrebi M; Waller ST; Sammut CA, 2014, 'Integrated Building Information Modeling (BIM) with Supply Chain and Feed-Forward Control', in Bolcskei A (ed.), YBL Journal of Built Environment, Ybl Miklós Faculty of Architecture and Civil Engineering, Hungary, pp. 25 - 34, Hungary, http://dx.doi.org/10.2478/jbe-2013-0009
Ratter A; Sammut C, 2013, 'GPU accelerated parallel occupancy voxel based ICP for position tracking', in Australasian Conference on Robotics and Automation, ACRA
Maghrebi M; Waller T; Sammut C, 2013, 'INTEGRATED BUILDING INFORMATION MODELLING (BIM) WITH SUPPLY CHAIN AND FEED-FORWARD CONTROL', in YBL Journal of Built Environment, Walter de Gruyter GmbH, pp. 25 - 34, http://dx.doi.org/10.2478/jbe-2013-0009
Maghrebi M; Waller TS; Sammut C, 2013, 'Scheduling concrete delivery problems by a robust meta heuristic method', in Proceedings - UKSim-AMSS 7th European Modelling Symposium on Computer Modelling and Simulation, EMS 2013, pp. 375 - 380, http://dx.doi.org/10.1109/EMS.2013.64
Wiley T; Sammut C; Bratko I, 2013, 'Planning with Qualitative Models for Robotic Domains', in Klenk M; Laird J (eds.), Second Annual Conference on Advances in Cognitive Systems, 12 - 14 December 2013
Ratter A; Sammut C; McGill M, 2013, 'GPU accelerated graph SLAM and occupancy voxel based ICP for encoder-free mobile robots', in IEEE International Conference on Intelligent Robots and Systems, pp. 540 - 547, http://dx.doi.org/10.1109/IROS.2013.6696404
Maghrebi M; Waller ST; Sammut CA, 2013, 'Integrated Building Information Modelling (BIM) With Supply Chain and Feed-Forward Control', in Proceedings - Creative Construction Conference 2013, Diamond Congress, Conference Secretariat, Budapest, Hungary, pp. 483 - 494, presented at Creative Construction Conference 2013, Budapest, Hungary, 06 - 09 July 2013, http://www.creative-construction-conference.com/img/nicedit/CC2013-Proceedings.pdf
Wiley T; Sammut CA; Bratko I, 2013, 'Using Planning with Qualitative Simulation for Multistrategy Learning of Robotic', in Proceedings of the 27th International Workshop on Qualitative Reasoning, 27th International Workshop on Qualitative Reasoning, Bremen, Germany, presented at 27th International Workshop on Qualitative Reasoning, Bremen, Germany, 27 - 30 August 2013
Farid R; Sammut C, 2013, 'Plane-based object categorisation using relational learning', in Machine Learning, pp. 1 - 21, http://dx.doi.org/10.1007/s10994-013-5352-9
Sun C; Stirling D; Ritz C; Sammut C, 2012, 'Variance-wise segmentation for a temporal-adaptive SAX', in Conferences in Research and Practice in Information Technology Series, pp. 71 - 77
Jamali N; Sammut C, 2012, 'Slip prediction using hidden Markov models: Multidimensional sensor data to symbolic temporal pattern learning', in Proceedings - IEEE International Conference on Robotics and Automation, pp. 215 - 222, http://dx.doi.org/10.1109/ICRA.2012.6225207
Sushkov OO; Sammut C, 2012, 'Active robot learning of object properties', in IEEE International Conference on Intelligent Robots and Systems, pp. 2621 - 2628, http://dx.doi.org/10.1109/IROS.2012.6385717
McGill M; Salleh R; Wiley T; Ratter A; Farid R; Sammut C; Milstein A, 2012, 'Virtual reconstruction using an autonomous robot', in 2012 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2012 - Conference Proceedings, http://dx.doi.org/10.1109/IPIN.2012.6418851
Haber A; McGill M; Sammut C, 2012, 'jmeSim: An open source, multi platform robotics simulator', in Australasian Conference on Robotics and Automation, ACRA
Haber A; Sammut CA, 2012, 'Towards a cognitive architecture for extended robot autonomy', in Advances in Cognitive Systems, Advances in Cognitive Systems, Palo Alto, California, presented at Advances in Cognitive Systems, Palo Alto, California, 06 - 08 December 2012
Farid R; Sammut CA, 2012, 'A Relational Approach to Plane-based Object Categorization', in A Relational Approach to Plane-based Object Categorization, Robotics Science and Systems (RSS) 2012 Workshop on RGB-D: Advanced Reasoning with Depth Cameras, Sydney, Australia, presented at Robotics Science and Systems (RSS) 2012 Workshop on RGB-D: Advanced Reasoning with Depth Cameras, Sydney, Australia, 09 - 10 July 2012, http://www.cs.washington.edu/ai/Mobile_Robotics/rgbd-workshop-2012/papers/farid-rgbd12-object-categorization.pdf
Brown S; Sammut C, 2011, 'Tool use learning in robots', in AAAI Fall Symposium - Technical Report, pp. 58 - 65
Milstein A; McGill M; Wiley T; Salleh R; Sammut C, 2011, 'Occupancy voxel metric based iterative closest point for position tracking in 3D environments', in Proceedings - IEEE International Conference on Robotics and Automation, pp. 4048 - 4053, http://dx.doi.org/10.1109/ICRA.2011.5979552
Sheh R; Sammut C, 2011, 'Simulating range cameras for complex terrain robot mobility', in 9th IEEE International Symposium on Safety, Security, and Rescue Robotics, SSRR 2011, pp. 184 - 189, http://dx.doi.org/10.1109/SSRR.2011.6106763
Sushkov OO; Sammut C, 2011, 'Feature segmentation for object recognition using robot manipulation', in Proceedings of the 2011 Australasian Conference on Robotics and Automation
Sheh R; Hengst B; Sammut C, 2011, 'Behavioural cloning for driving robots over rough terrain', in IEEE International Conference on Intelligent Robots and Systems, pp. 732 - 737, http://dx.doi.org/10.1109/IROS.2011.6048304
Jamali N; Sammut C, 2010, 'Material classification by tactile sensing using surface textures', in Proceedings - IEEE International Conference on Robotics and Automation, pp. 2336 - 2341, http://dx.doi.org/10.1109/ROBOT.2010.5509675
Sushkov OO; Sammut C, 2010, 'Local image feature matching for object recognition', in 11th International Conference on Control, Automation, Robotics and Vision, ICARCV 2010, pp. 1598 - 1604, http://dx.doi.org/10.1109/ICARCV.2010.5707249
Ashar J; Claridge D; Hall B; Hengst B; Hung N; Pagnucco M; Ratter A; Robinson S; Sammut C; Vance B, 2010, 'RoboCup standard platform league - rUNSWift 2010', in Proceedings of the 2010 Australasian Conference on Robotics and Automation, ACRA 2010
Jamali N; Byrnes-Prestony P; Salleh R; Sammut C, 2009, 'Texture recognition by tactile sensing', in Proceedings of the 2009 Australasian Conference on Robotics and Automation, ACRA 2009
Sheh R; Milstein A; McGill M; Salleh R; Hengst B; Sammut C, 2009, 'Semi-autonomous robots for RoboCupRescue', in Proceedings of the 2009 Australasian Conference on Robotics and Automation, ACRA 2009
Kadous MW; Sheh RKM; Sammut C, 2007, 'Controlling heterogeneous semi-autonomous rescue robot teams', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 3204 - 3209, http://dx.doi.org/10.1109/ICSMC.2006.384610
Rudzyn B; Kadous W; Sammut C, 2007, 'Real time robot audition system incorporating both 3D sound source localisation and voice characterisation', in Proceedings - IEEE International Conference on Robotics and Automation, pp. 4733 - 4738, http://dx.doi.org/10.1109/ROBOT.2007.364208
Sheh R; Kadous MW; Sammut C; Hengst B, 2007, 'Extracting terrain features from range images for autonomous random stepfield traversal', in SSRR2007 - IEEE International Workshop on Safety, Security and Rescue Robotics Proceedings, http://dx.doi.org/10.1109/SSRR.2007.4381260
Brown S; Sammut C, 2007, 'An architecture for tool use and learning in robots', in Proceedings of the 2007 Australasian Conference on Robotics and Automation, ACRA 2007
Yik TF; Sammut C, 2007, 'Trial-and-error learning of a biped gait constrained by qualitative reasoning', in Proceedings of the 2007 Australasian Conference on Robotics and Automation, ACRA 2007
Kadous MW; Sheh RKM; Sammut C, 2006, 'Effective user interface design for rescue robotics', in HRI 2006: Proceedings of the 2006 ACM Conference on Human-Robot Interaction, pp. 250 - 257
Sheh R; Jamali N; Kadous MW; Sammut C, 2006, 'A low-cost, compact, lightweight 3d range sensor', in Proceedings of the 2006 Australasian Conference on Robotics and Automation, ACRA 2006
Kadous MW; Sammut CA; Sheh RK, 2006, 'Autonomous traversal of rough terrain using behavioural cloning', in 3rd international conference on autonomous robots, 3rd international conference on autonomous robots, Palmerston North, New Zealand, presented at 3rd international conference on autonomous robots, Palmerston North, New Zealand, 12 - 14 December 2006
Potts D; Sammut C, 2005, 'Incremental learning of linear model trees', in Machine Learning, pp. 5 - 48, http://dx.doi.org/10.1007/s10994-005-1121-8
Pham KC; Sammut C, 2005, 'RDRVision - Learning vision recognition with ripple down rules', in Proceedings of the 2005 Australasian Conference on Robotics and Automation, ACRA 2005
D'Este C; Sammut C, 2005, 'Active object discovery for communicating with humans', in Proceedings of the 2005 Australasian Conference on Robotics and Automation, ACRA 2005
Kadous MW; Sheh RKM; Sammut C, 2005, 'CASTER: A robot for urban search and rescue', in Proceedings of the 2005 Australasian Conference on Robotics and Automation, ACRA 2005
Kadous MW; Sammut C, 2004, 'MICA: Pervasive middleware for learning, sharing and talking', in Proceedings - Second IEEE Annual Conference on Pervasive Computing and Communications, Workshops, PerCom, pp. 176 - 180, http://dx.doi.org/10.1109/PERCOMW.2004.1276927
Kadous MW; Sammut C, 2004, 'Constructive induction for classifying time series', in Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), pp. 192 - 204
Kadous MW; Sammut C, 2004, 'InCA: A mobile conversational agent', in Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), pp. 644 - 653
Morales EF; Sammut C, 2004, 'Learning to fly by combining reinforcement learning with behavioural cloning', in Proceedings, Twenty-First International Conference on Machine Learning, ICML 2004, pp. 598 - 605
Šuc D; Bratko I; Sammut C, 2004, 'Learning to fly simple and robust', in Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), pp. 407 - 418
Potts DE; Sammut CA, 2004, 'Online nonlinear system identification in high dimensional environments', in Australasian conference on robotics and automation 2004, Australasian conference on robotics and automation 2004, Canberra, presented at Australasian conference on robotics and automation 2004, Canberra, 06 - 08 December 2004
Mak P; Sammut CA; Kang BH; Kadous MW, 2004, 'Knowledge Acquisition Module for Conversational Agents', in PRICAI 2004: Trends in Artificial Intelligence, Springer-Verlag, Auckland, New Zealand, presented at 8th Pacific Rim International Conference on Artificial Intelligence, Auckland, New Zealand, 09 - 13 August 2004
Matwin S; Sammut C, 2003, 'Preface', in Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), pp. V - VI
Sammut C, 2003, 'Robot soccer: Science or just fun and games?', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 12 - 23
Isaac A; Sammut C, 2003, 'Goal-directed Learning to Fly', in Proceedings, Twentieth International Conference on Machine Learning, pp. 258 - 265
2002, 'Machine Learning, Proceedings of the Nineteenth International Conference (ICML 2002), University of New South Wales, Sydney, Australia, July 8-12, 2002', in Sammut C; Hoffmann AG (eds.), Machine Learning, Proceedings of the Nineteenth International Conference (ICML 2002), University of New South Wales, Sydney, Australia, July 8-12, 2002, Morgan Kaufmann, http://www.informatik.uni-trier.de/~ley/db/conf/icml/icml2002.html
Sammut C; Hurst S; Kedzier D; Michie D, 2002, 'Learning to fly', in Dautenhahn K; Nehaniv CL (eds.), IMITATION IN ANIMALS AND ARTIFACTS, M I T PRESS, EDINBURGH, SCOTLAND, pp. 171 - 189, presented at Symposium on Imitation in Animals and Artifacts, EDINBURGH, SCOTLAND, 07 - 09 April 1999, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000177476200007&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
Pham SB; Hengst B; Ibbotson D; Sammut C, 2002, 'Stochastic gradient descent localisation in quadruped robots', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 447 - 452
Chen S; Siu M; Vogelgesang T; Yik TF; Hengst B; Pham SB; Sammut C, 2002, 'The UNSW RoboCup 2001 Sony legged robot league team', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 39 - 48
Hengst B; Ibbotson D; Pham SB; Sammut C, 2002, 'Omnidirectional locomotion for quadruped robots', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 368 - 373
Pearce A; Sammut CA; Goss S, 1999, 'Simulation as an environment for the knowledge acquisition of precoedural experise', in Xie YM; Patnaikuni I (eds.), 4th International Structural Engineering and Construction Conference (ISEC 4), 4th International Structural Engineering and Construction Conference (ISEC 4), Melbourne, pp. 255 - 260, presented at 4th International Structural Engineering and Construction Conference (ISEC 4), Melbourne, 26 - 28 September 2007
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, http://dx.doi.org/10.1023/A:1007313824964
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
Ziino D; Amin A; Sammut C, 1995, 'Recognition of hand printed Latin characters using machine learning', in Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, pp. 1098 - 1102, http://dx.doi.org/10.1109/ICDAR.1995.602102
Zrimec T; Sammut C, 1995, 'Knowledge representation for model-based image processing in medicine', in Proceedings of the 8th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 1995, pp. 427 - 433
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
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 PWH; 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
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 C, 1981, 'CONCEPT LEARNING BY EXPERIMENT.', in CONCEPT LEARNING BY EXPERIMENT., 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, 'Pattern Recognition and Learning with Structural Description Languages', in Fourth International Joint Conference on Pattern Recognition, pp. 1443 - 1446
Cohen BL; Sammut CA, 1978, 'CONFUCIUS - A Structural Approach to Object Recognition and Concept Learning', in Australian Universities Computer Science Seminar, pp. 249 - 259
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, phdthesis, Department of Computer Science, University of New South Wales
Conference Presentations
Tapia Cortez CA; Saydam S; Coulton J; Sammut C, 2017, 'Using the Memory and Cognition of Mineral Commodities to Predict Price Trends', in Using the Memory and Cognition of Mineral Commodities to Predict Price Trends, SME Annuial Conference & Expo, Denver, CO, USA, presented at SME Annuial Conference & Expo, Denver, CO, USA, 19 - 22 February 2017
Working Papers
Hengst B; Pagnucco M; Rajaratnam D; Sammut C; Thielscher M, Perceptual Context in Cognitive Hierarchies, http://arxiv.org/abs/1801.02270v1