Select Publications

Journal articles

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

Moses D;Sammut C;Zrimec T, 2016, '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, vol. 11, pp. 381 - 395, http://dx.doi.org/10.1007/s11548-015-1265-3

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

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;Waller T;Sammut C, 2014, 'Matching experts' decisions in concrete delivery dispatching centers by ensemble learning algorithms: Tactical level', Automation in Construction, http://dx.doi.org/10.1016/j.autcon.2016.03.007

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

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

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


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