Select Publications by Professor Claude Sammut

Books

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

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

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


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