Select Publications

Book Chapters

Jiang P; Saydam S; Ramandi HL; Crosky A; Maghrebi M, 2019, 'Deep Molecular Representation in Cheminformatics', in Balas V; Roy S; Sharma D; Samui P (ed.), Handbook of Deep Learning Applications - Smart Innovation, Systems and Technologies, Springer, pp. 147 - 159

jiang P; Maghrebi M; crosky A; Saydam S, 2017, 'Unsupervised deep learning for data-driven reliability and risk analysis', in Balas E; Samui P; Sekhar S; Valentina R (ed.), Handbook of Neural Computation, Academic Press, pp. 417 - 431, http://dx.doi.org/10.1016/B978-0-12-811318-9.00023-5

Journal articles

Asefi H; Zhang Y; Lim S; Maghrebi M; Shahparvari S, 2020, 'A multi-criteria decision support framework for municipal solid waste landfill siting: a case study of New South Wales (Australia)', Environmental Monitoring and Assessment, vol. 192, pp. 682, http://dx.doi.org/10.1007/s10661-020-08565-y

Sunindijo RY; Maghrebi M, 2020, 'Political Skill Improves the Effectiveness of Emotional Intelligence: Bayesian Network Analysis in the Construction Industry', Journal of Architectural Engineering, vol. 26, pp. 04020019 - 04020019, http://dx.doi.org/10.1061/(ASCE)AE.1943-5568.0000417

Cheng Z; Jian S; Rashidi TH; Maghrebi M; Waller ST, 2020, 'Integrating Household Travel Survey and Social Media Data to Improve the Quality of OD Matrix: A Comparative Case Study', IEEE Transactions on Intelligent Transportation Systems, vol. 21, pp. 2628 - 2636, http://dx.doi.org/10.1109/TITS.2019.2958673

Zarei M; Maghrebi M, 2020, 'Targeted selection of participants for energy efficiency programs using genetic agent-based (GAB) framework', Energy Efficiency, vol. 13, pp. 823 - 833, http://dx.doi.org/10.1007/s12053-020-09841-z

Hamooni M; Maghrebi M; Sardroud JM; Kim S, 2020, 'Extending BIM interoperability for real-time concrete formwork process monitoring', Applied Sciences (Switzerland), vol. 10, http://dx.doi.org/10.3390/app10031085

Asefi H; Zhang Y; Lim S; Maghrebi M, 2020, 'An integrated approach to suitability assessment of municipal solid waste landfills in New South Wales, Australia', Australasian Journal of Environmental Management, vol. 27, pp. 63 - 83, http://dx.doi.org/10.1080/14486563.2020.1719438

Zarei M; Maghrebi M, 2020, 'Improving Efficiency of Normative Interventions by Characteristic-Based Selection of Households: An Agent-Based Approach', Journal of Computing in Civil Engineering, vol. 34, http://dx.doi.org/10.1061/(ASCE)CP.1943-5487.0000860

Jalali Yazdi A; Forsythe P; Ahmadian Fard Fini A; Maghrebi M, 2019, 'Optimization of flexible lift processes on high-rise building construction sites', Automation in Construction, vol. 107, http://dx.doi.org/10.1016/j.autcon.2019.102939

Asefi H; Lim S; Maghrebi M; Shahparvari S, 2019, 'Mathematical modelling and heuristic approaches to the location-routing problem of a cost-effective integrated solid waste management', Annals of Operations Research, vol. 273, pp. 75 - 110, http://dx.doi.org/10.1007/s10479-018-2912-1

Hosseini MR; Maghrebi M; Akbarnezhad A; Martek I; Arashpour M, 2018, 'Analysis of Citation Networks in Building Information Modeling Research', Journal of Construction Engineering and Management, vol. 144, http://dx.doi.org/10.1061/(ASCE)CO.1943-7862.0001492

Jalali Yazdi A; Maghrebi M; Bolouri Bazaz J, 2018, 'Mathematical model to optimally solve the lift planning problem in high-rise construction projects', Automation in Construction, vol. 92, pp. 120 - 132, http://dx.doi.org/10.1016/j.autcon.2018.03.029

Mousavi SM; Harwood A; Karunasekera S; Maghrebi M, 2018, 'Enhancing the quality of geometries of interest (GOIs) extracted from GPS trajectory data using spatio-temporal data aggregation and outlier detection', Journal of Ambient Intelligence and Humanized Computing, vol. 9, pp. 173 - 186, http://dx.doi.org/10.1007/s12652-016-0426-8

Jiang P; Craig P; Crosky A; Canbulat I; Maghrebi M; Saydam S, 2017, 'Risk assessment of failure of rock bolts in underground coal mines using support vector machines', Applied Stochastic Models in Business and Industry, vol. 34, pp. 293 - 304, http://dx.doi.org/10.1002/asmb.2273

Maghrebi M; Lim S; Asefi H, 2017, 'Adaptation of simulated annealing to an integrated municipal solid waste location-routing problem', International Journal of Logistics Systems and Management, vol. 28, pp. 127 - 143, http://dx.doi.org/10.1504/IJLSM.2017.086348

Rashidi TH; Abbasi A; Maghrebi M; Hasan S; Waller TS, 2017, 'Exploring the capacity of social media data for modelling travel behaviour: Opportunities and challenges', Transportation Research Part C: Emerging Technologies, vol. 75, pp. 197 - 211, http://dx.doi.org/10.1016/j.trc.2016.12.008

Maghrebi M; Miranda Sa J, 2017, 'A more realistic approach towards concrete delivery dispatching problem: using real distance instead spatial distance', Australian Journal of Civil Engineering, vol. 16, pp. 1 - 11, http://dx.doi.org/10.1080/14488353.2017.1408736

Mousavi M; Harwood A; Karunasekera S; Maghrebi M, 2016, 'Geometry of interest (GOI): spatio-temporal destination extraction and partitioning in GPS trajectory data', Journal of Ambient Intelligence and Humanized Computing, vol. 8, pp. 419 - 434, http://dx.doi.org/10.1007/s12652-016-0400-5

Maghrebi M; Ghasrikhouzani M; Rashidi TH; Waller ST, 2016, 'Hazard-based model for concrete pouring duration using construction site and supply chain parameters', Automation in Construction, vol. 71, pp. 283 - 293, http://dx.doi.org/10.1016/j.autcon.2016.08.012

Ziari H; Maghrebi M; Ayoubinejad J; Waller ST, 2016, 'Prediction of Pavement Performance Application of Support Vector Regression with Different Kernels', Transportation Research Record: Journal of the Transportation Research Board, vol. 2589, pp. 135 - 145, http://dx.doi.org/10.3141/2589-15

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

Maghrebi M; waller ST; Shamsoddini A, 2016, 'Fusion based learning approach for predicting concrete pouring productivity based on construction and supply parameters', Construction Innovation, vol. 16, pp. 185 - 202, http://dx.doi.org/10.1108/CI-05-2015-0025

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

Narayanan P; Maghrebi M; Rey D; Waller ST, 2015, 'Using Lagrangian Relaxation For Solving Ready Mixed Concrete Dispatch Problem', Transportation Research Record, http://dx.doi.org/10.3141/2498-10

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

Asefi H; Lim S; Maghrebi M, 2015, 'A mathematical model for the municipal solid waste location-routing problem with intermediate transfer stations', Australasian Journal of Information Systems, vol. 19, pp. S21 - S35, http://dx.doi.org/10.3127/ajis.v19i0.1151

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

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

Maghrebi M; Ebrahiminejad M; Shakeri E, 2013, 'A study of the concept of dynamic equipment in the earthmoving process by a consideration of time, cost and emissions', Journal of Green Building, vol. 8, pp. 156 - 165, http://dx.doi.org/10.3992/jgb.8.3.156

Conference Papers

Ghasri M; Maghrebi M, 2019, 'Factors affecting unmanned aerial vehicles’ safety: A post-occurrence exploratory data analysis of drones’ accidents and incidents in Australia', in Australasian Transport Research Forum, ATRF 2019 - Proceedings, Canberra, ACT, Australia, presented at 41st Australasian Transport Research Forum (ATRF), 30 September to 2 October 2019, Canberra, ACT, Australia, Canberra, ACT, Australia, 30 September 2019 - 02 October 2019

Maghrebi M; Abbasi A; Waller ST, 2016, 'Transportation application of social media: Travel mode extraction', in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, pp. 1648 - 1653, http://dx.doi.org/10.1109/ITSC.2016.7795779

Reza Hosseini M; Maghrebi M; Chileshe N; Travis Waller S, 2016, 'An Investigation into the Perceived Quality of Communications in Dispersed Construction Project Teams', in Perdomo-Rivera JL; Gonzalez-Quevedo A; Lopez Del Puerto C; Maldonado-Fortunet F; Molina-Bas OI (eds.), Construction Research Congress 2016: Old and New Construction Technologies Converge in Historic San Juan - Proceedings of the 2016 Construction Research Congress, CRC 2016, AMER SOC CIVIL ENGINEERS, Univ Puerto Rico Mayaguez, Dept Civil Engn & Surveying, Construct Engn & M, San Juan, PR, pp. 1813 - 1822, presented at Construction Research Congress, Univ Puerto Rico Mayaguez, Dept Civil Engn & Surveying, Construct Engn & M, San Juan, PR, 31 May 2016 - 02 June 2016, http://dx.doi.org/10.1061/9780784479827.181

Abbasi A; Hossein Rashidi T; Maghrebi M; Waller ST, 2015, 'Utilising Location Based Social Media in Travel Survey Methods: bringing Twitter data into the play', in Proceedings of the 8th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2015 - Held in Conjunction with ACM SIGSPATIAL 2015, Bellevue, WA, USA., presented at 8th ACM SIGSPATIAL International Workshop on Location-Based Social Networks (LBSN 2015), Bellevue, WA, USA., 03 November 2015 - 06 November 2015, http://dx.doi.org/10.1145/2830657.2830660

Asefi H; Lim S; Maghrebi M, 2015, 'A Proof-of-Concept Framework of Municipal Solid Waste Location Routing Problem', in Proceedings of the 37th Australasian Transport Research Forum (ATRF 2015), The 37th Australasian Transport Research Forum, Sydney, Australia, presented at The 37th Australasian Transport Research Forum, Sydney, Australia, 30 September 2015 - 02 October 2015

Maghrebi M; Abbasi A; Hossein Rashidi T; Waller ST, 2015, 'Complementing Travel Diary Surveys with Twitter Data: Application of Text Mining Techniques on Activity Location, Type and Time', in Sánchez Medina J (ed.), IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, IEEE, Spain, pp. 208 - 213, presented at Intelligent Transportation Systems (ITSC), 2015 IEEE 18th International Conference on, Spain, 15 September 2015 - 18 September 2015, http://dx.doi.org/10.1109/ITSC.2015.43

Hosseini MR; Maghrebi M; Rameezdeen R; Waller ST, 2015, 'A Study on Construction Accidents within the South Australian', in 32nd International Symposium on Automation and Robotics in Construction and Mining, Automation and Robotics in Construction and Mining, Oulu, Finland, presented at Automation and Robotics in Construction and Mining, Oulu, Finland, 15 June 2015 - 18 June 2015, http://www.iaarc.org/publications/fulltext/FFACE-ISARC15-3091482.pdf

Maghrebi M; Hosseini MR; Rameezdeenc R; Waller ST, 2015, 'Statistically Reviewing Construction Accidents within South Australia during 2002-2013', in 32nd International Symposium on Automation and Robotics in Construction and Mining: Connected to the Future, Proceedings, Oulu, presented at 32nd International Symposium on Automation and Robotics in Construction and Mining, Oulu, 15 June 2015 - 18 June 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 April 2015 - 24 April 2015

Maghrebi M; Shamsoddini A; Waller ST, 2015, 'Machine Learning Fusion-Based Technique for Predicting Concrete Pouring Production Rate Based on Traffic and Supply Chain Parameters', in Machine Learning Fusion-Based Technique for Predicting Concrete Pouring Production Rate Based on Traffic and Supply Chain Parameters, 94th Transportation Research Board, Washington DC, USA., presented at 94th Transportation Research Board, Washington DC, USA., 11 January 2015 - 15 January 2015, http://trid.trb.org/view.aspx?id=1339483

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 January 2015 - 15 January 2015

Narayanan P; Rey D; Maghrebi M; Waller ST, 2015, 'Using Lagrangian Relaxation to Solve Ready Mixed Concrete Dispatching Problems', in Transportation Research Record, Washington DC, USA., pp. 84 - 90, presented at 94th Transportation Research Board, Washington DC, USA., 11 January 2015 - 15 January 2015, http://dx.doi.org/10.3141/2498-10

Asefi H; Lim S; Maghrebi M, 2015, 'A proof-of-concept framework of municipal solid waste location routing problem', in ATRF 2015 - Australasian Transport Research Forum 2015, Proceedings

Hosseini MR; Maghrebi M; Rameezdeen R; Waller ST, 2015, 'Statistically reviewing construction accidents within South Australia during 2002-2013', in 32nd International Symposium on Automation and Robotics in Construction and Mining: Connected to the Future, Proceedings, http://dx.doi.org/10.22260/isarc2015/0106

Rey D; Maghrebi M; Waller ST, 2014, 'A Single Depot Concrete Delivery with Time Windows Model Using Integer and Assignment Variables', in Leng Z; Wang YH (ed.), Proceedings of the 19th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2014 - Transportation and Infrastructure, Hong Kong, pp. 163 - 170, presented at The 19th International Conference of Hong Kong Society for Transportation Studies, Hong Kong, 13 December 2014 - 15 December 2014

Maghrebi M; Waller ST, 2014, 'Exploring Experts Decisions in Concrete Delivery Dispatching Systems Using Bayesian Network Learning Techniques', in Proceedings - 2nd International Conference on Artificial Intelligence, Modelling, and Simulation, AIMS 2014, Madrid, Spain, pp. 103 - 108, presented at IEEE 2nd International Conference on Artificial Intelligence, Modelling and Simulation, Madrid, Spain, 16 November 2014 - 18 November 2014, http://dx.doi.org/10.1109/AIMS.2014.9


Back to profile page