Select Publications

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, http://dx.doi.org/10.1007/978-0-387-30164-8_154

Sammut C, 2010, 'Credit Assignment.', in Sammut C;Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 238 - 242, http://dx.doi.org/10.1007/978-0-387-30164-8_185

Sammut C, 2010, 'Beam Search.', in Sammut C;Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 93 - 93, http://dx.doi.org/10.1007/978-0-387-30164-8_68

Sammut C, 2010, 'Greedy Search.', in Sammut C;Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 482 - 483, http://dx.doi.org/10.1007/978-0-387-30164-8_353

Sammut C, 2010, 'Generalization.', in Sammut C;Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 447 - 447, http://dx.doi.org/10.1007/978-0-387-30164-8_327

Sammut C, 2010, 'Genetic and Evolutionary Algorithms.', in Sammut C;Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 456 - 457, http://dx.doi.org/10.1007/978-0-387-30164-8_334

Sammut C;Harries MB, 2010, 'Concept Drift.', in Sammut C;Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 202 - 205, http://dx.doi.org/10.1007/978-0-387-30164-8_153

Sammut C, 2010, 'Density Estimation.', in Sammut C;Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 270 - 270, http://dx.doi.org/10.1007/978-0-387-30164-8_210

Sammut C, 2010, 'Markov Chain Monte Carlo.', in Sammut C;Webb GI (ed.), Encyclopedia of Machine Learning, Springer, pp. 639 - 642, http://dx.doi.org/10.1007/978-0-387-30164-8_511

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 CA;Cohen BL, 1980, 'A Language for Describing Concepts as Programs', in Tobias JM (ed.), Language Design and Programming Methodology, edn. Lecture Notes in Computer Science, Springer, pp. 111 - 116

Journal articles

Tapia Cortez CA;Saydam S;Coulton J;Sammut C, 2017, 'Alternative techniques for forecasting mineral commodity prices', International Journal of Mining Science and Technology, 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

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


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