Dr Mojtaba Maghrebi
Visiting Fellow

Dr Mojtaba Maghrebi

Engineering
Civil and Environmental Engineering

Adjunct Lecturer in the School of Civil and Environmental Engineering's Research Centre for Integrated Transport Innovation (rCITI)

 Dr. Mojtaba Maghrebi is an Adjunct Lecturer (Assistant Professor) at the Research Center for Integrated Transport Innovation (rCITI) at the University of New South Wales (UNSW) and meantime hold Assistant Professor Position at Ferdowsi University of Mashhad (Link).  His research interests are mainly focused on data science and optimization. 

Mojtaba, was awarded British Council prize for presented paper at 10th Civil Engineering Student Conference.  In 2013 he was bestowed first place in IEEE Technologies of the Future and also highly commended IT innovation certificate which was received at Australia ICT celebration CeBit.

His research interests include innovative branching techniques in Mixed Integer Programming, supervised and ensemble learnings and intelligent decision support systems.

Research Area

  • Advanced/Hybrid Machine Learning Techniques  
  • Natural Language Processing (NLP)
  • Big Data (Social Media)
  • Simulation (Discrete Event, System Dynamics)
  • Building Information Modeling (BIM)
  • Optimization (Integer Programming, Mixed Integer Programming)
  • Drivers’ Behavior 
  • Robust Meta-Heuristics
  • Parallel Computing
  • Intelligent Decision-Support Systems
  • Dispatch Planning

Honors & Awards

  • First Place - 2013 IEEE Technologies of the Future - Communications - 2013
  • 2013 Highly commended IT innovation certificate, received at ICT celebration CeBit 2013
  • Travel Grant awarded by Creative Construction 2013 – Budapest – Hungary
  • Scholarship - University of New South Wales (UNSW) - 2013-2014
  • Finalist in Deans Award for Excellence in Postgraduate Research - 2013
  • Postgraduate Research Student Support (PRSS) award – UNSW- 2012
  • British Council (Outstanding Presentation at 10th Civil Engineering Conference)- 2004
  • Iran University of Science and Technology (Honors student) - 2006
  • Iran Youth National Organization (One of top youth in 2006 in Iran) - 2006
  • Iranian Nanotechnology Initiative Committee (Prodcution of Nano Cement) - 2007
  • Mashhad City Council (For the Subject of M.Sc Thesis ) – 2008

Professional Affiliations

  • Memeber of American Society of Civil Engineers , ASCE
  • Memeber of Construction Institute of ASCE
  • Memeber of Institute of Electrical and Electronics Engineers , IEEE
  • Memeber of Computer Society of IEEE
  • Memeber of International Association of Automation and Robotics in Construction, ISARC
  • Memeber of Engineers Australia - Civil Engineering 

Research Students  

  • Hossein Asefi (PhD Candidate)
  • Peng Jian (PhD Candidate)
  • Zesheng Cheng (PhD Candidate)
  • Alireza Jalali Yazdi (Master Student)
  • Luiza Ribeiro (Undergraduate Student)
  • Julia Miranda (Undergraduate Student) 

 

 

 

 
Phone
(+61 2) 9385 5084
E-mail
maghrebi@unsw.edu.au
Location
Civil Engineering Building (H20) Level 1, Room CE111 Kensington Campus
  • Book Chapters | 2019
    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
    Book Chapters | 2017
    Jiang P; Maghrebi M; Crosky A; Saydam S, 2017, 'Chapter 23 Unsupervised Deep Learning for Data-Driven Reliability and Risk Analysis of Engineered Systems', in Handbook of Neural Computation, pp. 417 - 431, http://dx.doi.org/10.1016/b978-0-12-811318-9.00023-5
    Book Chapters | 2017
    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 | 2022
    Ahmadian Fard Fini A; Maghrebi M; Forsythe PJ; Waller TS, 2022, 'Using existing site surveillance cameras to automatically measure the installation speed in prefabricated timber construction', Engineering, Construction and Architectural Management, vol. 29, pp. 573 - 600, http://dx.doi.org/10.1108/ECAM-04-2020-0281
    Journal articles | 2021
    Hosseini O; Maghrebi M, 2021, 'Risk of fire emergency evacuation in complex construction sites: Integration of 4D-BIM, social force modeling, and fire quantitative risk assessment', Advanced Engineering Informatics, vol. 50, http://dx.doi.org/10.1016/j.aei.2021.101378
    Journal articles | 2021
    Hosseini O; Maghrebi M; Maghrebi MF, 2021, 'Determining optimum staged-evacuation schedule considering total evacuation time, congestion severity and fire threats', Safety Science, vol. 139, http://dx.doi.org/10.1016/j.ssci.2021.105211
    Journal articles | 2020
    Akhlaghi H; Soltani MR; Maghrebi MJ, 2020, 'Laminar-turbulent intermittency measurement based on the uncalibrated hot-film data', Measurement, vol. 156, pp. 107575 - 107575, http://dx.doi.org/10.1016/j.measurement.2020.107575
    Journal articles | 2020
    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
    Journal articles | 2020
    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
    Journal articles | 2020
    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
    Journal articles | 2020
    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
    Journal articles | 2020
    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
    Journal articles | 2020
    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
    Journal articles | 2020
    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
    Journal articles | 2019
    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
    Journal articles | 2019
    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
    Journal articles | 2018
    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
    Journal articles | 2018
    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
    Journal articles | 2018
    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
    Journal articles | 2017
    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
    Journal articles | 2017
    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 - 127, http://dx.doi.org/10.1504/ijlsm.2017.10007117
    Journal articles | 2017
    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
    Journal articles | 2017
    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
    Journal articles | 2017
    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
    Journal articles | 2016
    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
    Journal articles | 2016
    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
    Journal articles | 2016
    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
    Journal articles | 2016
    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
    Journal articles | 2016
    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
    Journal articles | 2015
    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
    Journal articles | 2015
    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
    Journal articles | 2015
    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
    Journal articles | 2015
    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
    Journal articles | 2015
    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
    Journal articles | 2014
    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
    Journal articles | 2014
    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
    Journal articles | 2014
    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
    Journal articles | 2013
    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
    Journal articles | 2013
    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
    Journal articles | 2013
    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
  • Conference Papers | 2019
    Ghasri M; Maghrebi M, 2019, 'Factors affecting unmanned aerial vehicles’ safety: A post-occurrence exploratory data analysis of drones’ accidents and incidents in Australia (Abridged Version)', 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
    Conference Papers | 2016
    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
    Preprints | 2016
    Mousavi SM; Harwood A; Karunasekera S; Maghrebi M, 2016, Geometry of Interest (GOI): Spatio-Temporal Destination Extraction and Partitioning in GPS Trajectory Data
    Conference Papers | 2016
    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
    Reports | 2016
    Waller ST; Dixit V; Duell M; Grzybowska H; moylan E; rey D; xiong Z; Maghrebi M; Amini N; chakka M; ghasrikhouzani M; mao T; Saxena N; Sloan J, 2016, A Collaboration to Develop and Deploy Integrated Network Techniques to Enhance the NSW Transport System: Final report for Application 4, Transport for New South Wales (TfNSW)
    Conference Papers | 2015
    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
    Conference Papers | 2015
    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
    Conference Papers | 2015
    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
    Conference Papers | 2015
    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
    Conference Papers | 2015
    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
    Conference Papers | 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
    Conference Papers | 2015
    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
    Conference Papers | 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
    Conference Papers | 2015
    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
    Conference Papers | 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
    Conference Papers | 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
    Reports | 2015
    waller ST; dixit V; Duell M; Grzybowska H; Moylan E; Rey D; Xiong Z; Amini N; chakka M; Ghasrikhouzani M; Mao T; Saxena N, 2015, A Collaboration to Develop and Deploy Integrated Network Techniques to Enhance the NSW Transport System: Final report for Application 2, Transport for New South Wales (TfNSW)
    Conference Papers | 2014
    Maghrebi M, 2014, 'Integrating Artificial Intelligence with Optimization for Solving Large Scale Logistic Problems', in Integrating Artificial Intelligence with Optimization for Solving Large Scale Logistic Problems, INFORMS 2014 Annual Meeting, presented at INFORMS 2014 Annual Meeting, 09 November 2014 - 12 November 2014
    Conference Papers | 2014
    Maghrebi M, 2014, 'Multiple Visits Model for Ready Mixed Concrete Delivery', in Multiple Visits Model for Ready Mixed Concrete Delivery, INFORMS 2014 Annual Meeting, presented at INFORMS 2014 Annual Meeting, 09 November 2014 - 12 November 2014
    Conference Papers | 2014
    Maghrebi M, 2014, 'Optimizing Large Scale Concrete Delivery Problems', in Optimizing Large Scale Concrete Delivery Problems, Society for Industrial and Applied Mathematics Conference on Optimization (OP14), San Diego, USA, presented at Society for Industrial and Applied Mathematics Conference on Optimization (OP14), San Diego, USA, 19 May 2014 - 22 May 2014
    Conference Papers | 2014
    Maghrebi M, 2014, 'Using Machine Learning in Dispatching', in Using Machine Learning in Dispatching, Australasian Computer Science Week 2014, presented at Australasian Computer Science Week 2014, 20 January 2014 - 23 January 2014
    Conference Papers | 2014
    Maghrebi M; Periaraj V; Waller ST; Sammut C, 2014, 'Solving Ready-Mixed Concrete Delivery Problems: Evolutionary Comparison between Column Generation and Robust Genetic Algorithm', in Issa R (ed.), Computing in Civil and Building Engineering (2014), ASCE, Orlando, USA, pp. 1417 - 1424, presented at ASCE Computing in Civil and Building Engineering (2014), Orlando, USA, 23 June 2014 - 25 June 2014, http://dx.doi.org/10.1061/9780784413616.176
    Conference Papers | 2014
    Maghrebi M; Periaraj V; Waller ST; Sammut C, 2014, 'Using Benders Decomposition for Solving Ready Mixed Concrete Dispatching Problems', in 2014 Proceedings of the 31st ISARC, University of Technology, Sydney, Sydney, pp. 680 - 688, presented at 31st International Symposium on Automation and Robotics in Construction and Mining, Sydney, 09 July 2014 - 11 July 2014, http://www.iaarc.org/publications/2014_proceedings_of_the_31st_isarc_sydney_australia/using_benders_decomposition_for_solving_ready_mixed_concrete_dispatching_problems.html
    Conference Papers | 2014
    Maghrebi M; Rey D; Waller ST; Sammut C, 2014, 'Reducing the Number of Decision Variables in Ready Mixed Concrete for Optimally Solving Small Instances in a Practical Time', in Proceedings CSCE 2014 General Conference, Canadian Society for Civil Engineering, Halifax, pp. 763 - 770, presented at CSCE 2014 General Conference, Halifax, 28 May 2014 - 31 May 2014, https://www.xcdsystem.com/csce2014/proceedings/
    Conference Papers | 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
    Conference Papers | 2014
    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
    Conference Papers | 2013
    Maghrebi M, 2013, 'Integrating Machine Learning with Optimization for Solving Large Scale Vehicle Routing Problem (VRP) - Case Study: Ready Mixed concrete', in Integrating Machine Learning with Optimization for Solving Large Scale Vehicle Routing Problem (VRP) - Case Study: Ready Mixed concrete, 32nd Conference of Australian Institutes of Transport Research (CATIR), presented at 32nd Conference of Australian Institutes of Transport Research (CATIR), 03 October 2013 - 05 October 2013
    Conference Papers | 2013
    Maghrebi M; Waller ST; Sammut CA, 2013, 'Scheduling Concrete Delivery Problems by a Robust Meta Heuristic Method', in 7th European Modelling Symposium on Mathematical Modelling and Computer Simulation, IEEE, Manchester, UK, pp. 375 - 380, presented at 7th European Modelling Symposium on Mathematical Modelling and Computer Simulation, Manchester, UK, 20 November 2013 - 22 November 2013, http://dx.doi.org/10.1109/EMS.2013.64