Select Publications

Books

Sammut C; Webb GI, 2017, Encyclopedia of Machine Learning and Data Mining, Springer

Sammut CA; Webb G, (ed.), 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, (ed.), 2003, Inductive logic programming: 12th international conference, ILP 2002, Sydney, Springer, Berlin, Germany

Book Chapters

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 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; 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, '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, '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, '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, 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, '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 CA; Yik TF, 2010, 'Multistrategy learning for robot behaviours', in Koronacki J; Ras ZW; Wierzchon ST; Kacprzyk J (ed.), Advances in Machine Learning I, Studies in Computational Intelligence, vol. 262, Springer, pp. 457 - 476, http://dx.doi.org/10.1007/978-3-642-05177-7_23

Sammut CA; Hengst B, 2003, 'The Evolution of a Robot Soccer Team', in Jarvis RA; Zelinsky A (ed.), Robotics Research: The 10th International Conference, edn. SPRINGER TRACTS IN ADVANCED ROBOTICS, Springer Publishing Company, Berlin, pp. 517 - 529, 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

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

Sammut C, 1994, 'Knowledge Representation', in Michie D; Speigelhalter DJ; Taylor CC (ed.), Machine Learning, Neural Nets and Statistical Classification, pp. 228 - 245

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

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 CA, 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, file://localhost/Users/claude/Sites/papers/MI12.pdf

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, Springer, pp. 111 - 116, http://dx.doi.org/10.1007/3-540-09745-7_8

Journal articles

Wicaksono H; Sammut C, 2020, 'A cognitive robot equipped with autonomous tool innovation expertise', International Journal of Electrical and Computer Engineering, vol. 10, pp. 2200 - 2207, http://dx.doi.org/10.11591/ijece.v10i2.pp2200-2207

Birbara NS; Sammut C; Pather N, 2019, 'Virtual Reality in Anatomy: A Pilot Study Evaluating Different Delivery Modalities', Anatomical Sciences Education, http://dx.doi.org/10.1002/ase.1921

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

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

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

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

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

Maghrebi M; waller ST; 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

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

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 ST; Sammut C, 2015, '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; Waller ST; 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, 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; Waller ST; Sammut C, 2014, 'Sequential Meta-Heuristic Approach for Solving Large-Scale Ready-Mixed Concrete–Dispatching Problems', Journal of Computing in Civil Engineering, vol. 30, pp. 04014117 - 04014117, http://dx.doi.org/10.1061/(ASCE)CP.1943-5487.0000453

Maghrebi M; Waller ST; Sammut CA, 2014, 'Assessing the Accuracy of Expert-based Decisions in the Dispatching of Ready Mixed Concrete', Journal of Construction Engineering and Management, vol. 140, pp. 06014004-1 - 06014004-7, http://dx.doi.org/10.1061/(ASCE)CO.1943-7862.0000853

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

Farid R; Sammut CA, 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 CA, 2013, 'The child machine vs the world brain', Informatica, vol. 37, pp. 3 - 8

Wiley T; Mcgill M; Milstein AH; Salleh R; Sammut CA, 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

Sammut C, 2012, 'When Do Robots Have to Think?', Advances in Cognitive Systems, vol. 1, pp. 73 - 81


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