Select Publications
Conference Papers
2024, 'Enhancing model explainability with CTGAN-LIME: A novel approach for interpretable machine learning', in Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science, http://dx.doi.org/10.11159/cist24.158
,2023, 'Developing Supply Chain Risk Management Strategies by Using Counterfactual Explanation', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 53 - 65, http://dx.doi.org/10.1007/978-3-031-26507-5_5
,2023, 'Predicting Energy Consumption of Battery-Operated Electric Vehicles: A Comparative Performance Assessment', in 2023 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2023, pp. 1032 - 1036, http://dx.doi.org/10.1109/IEEM58616.2023.10406558
,2022, 'RWS-L-SHADE: An Effective L-SHADE Algorithm Incorporation Roulette Wheel Selection Strategy for Numerical Optimisation', in 25th International Conference, EvoApplications 2022, Seville, Spain, presented at EvoApplications Conference Proceedings, Seville, Spain, 20 April 2022 - 22 April 2022, http://dx.doi.org/10.1007/978-3-031-02462-7_17
,2022, 'Multi-Objective Influence Maximization Under Varying-Size Solutions and Constraints', in Proceedings of the 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2022, pp. 285 - 292, http://dx.doi.org/10.1109/ASONAM55673.2022.10068593
,2022, 'Towards a Scalable Permissioned Blockchain Framework for Supply Chain Management', in IEEE International Conference on Industrial Engineering and Engineering Management, pp. 960 - 964, http://dx.doi.org/10.1109/IEEM55944.2022.9989965
,2021, 'An Integrated Differential Evolution-based Heuristic Approach for Product Family Design Problem', IEEE, Krakow, Poland, presented at 2021 IEEE Congress on Evolutionary Computation (CEC), Krakow, Poland, 28 June 2021 - 01 July 2021
,2021, 'Quantum-Inspired Differential Evolution for Resource-Constrained Project-Scheduling: Preliminary study', IEEE, Krakow, Poland, presented at 2021 IEEE Congress on Evolutionary Computation, Krakow, Poland, 28 June 2021 - 01 July 2021, http://dx.doi.org/10.1109/CEC45853.2021.9504970
,2021, 'Sex identification from hand measurements using machine learning', in 2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), IEEE, Greater Noida, India., pp. 536 - 540, presented at 2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), Greater Noida, India., 19 February 2021 - 20 February 2021, http://dx.doi.org/10.1109/ICCCIS51004.2021.9397222
,2021, 'Forecasting very short-term wind power generation using deep learning, optimization and data decomposition techniques', in ICEMS 2021 - 2021 24th International Conference on Electrical Machines and Systems, pp. 323 - 327, http://dx.doi.org/10.23919/ICEMS52562.2021.9634361
,2020, 'Robust Optimization Based Heuristic Approach for Solving Stochastic Multi-Mode Resource Constrained Project Scheduling Problem', in IEEE International Conference on Industrial Engineering and Engineering Management, IEEE, Singapore, pp. 1157 - 1161, presented at 2020 International Conference on Indsutrial Engineering and Engineering Management, Singapore, 14 December 2020 - 17 December 2020, http://dx.doi.org/10.1109/IEEM45057.2020.9309878
,2020, 'A Hybrid Community-based Simulated Annealing Approach for Influence Maximization in Social Networks', in IEEE International Conference on Industrial Engineering and Engineering Management, IEEE, Singapore, pp. 1184 - 1188, presented at IEEE International Conference on Industrial Engineering and Engineering Management, Singapore, 14 December 2020 - 17 December 2020, http://dx.doi.org/10.1109/IEEM45057.2020.9309848
,2020, 'An Immune Genetic Algorithm for Resource-Constrained Project Scheduling Problem with Discounted Cash Flows', in IEEE International Conference on Industrial Engineering and Engineering Management, IEEE, Singapore, pp. 1179 - 1183, presented at 2020 IEEE International Conference on Industrial Engineering and Engineering Management, Singapore, 14 December 2020 - 17 December 2020, http://dx.doi.org/10.1109/IEEM45057.2020.9309728
,2020, 'A Differential Evolution Algorithm for Military Workforce Planning Problems: A Simulation-Optimization Approach', in IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE, IEEE, Canberra, Australia, pp. 2504 - 2509, presented at 2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE, Canberra, Australia, 01 December 2020 - 04 December 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308566.
,2020, 'A Differential Evolution Algorithm for Military Workforce Planning Problems: A Simulation-Optimization Approach', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 2504 - 2509, http://dx.doi.org/10.1109/SSCI47803.2020.9308566
,2020, 'Hybrid Deep Learning Model for Ultra-short-term Wind Power Forecasting', in IEEE 2020 International Conference on Applied Superconductivity and Electromagnetic Devices (ASEMD2020), IEEE, China, pp. 1 - 12, presented at IEEE 2020 International Conference on Applied Superconductivity and Electromagnetic Devices (ASEMD2020), China, 16 October 2020 - 18 October 2020, http://dx.doi.org/10.1109/ASEMD49065.2020.9276090
,2020, 'Improved Multi-operator Differential Evolution Algorithm for Solving Unconstrained Problems', in 2020 IEEE Congress on Evolutionary Computation (CEC), IEEE, Glasgow, United Kingdom, pp. 1 - 8, presented at IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE (WCCI) 2020, Glasgow, United Kingdom, 19 July 2020 - 24 July 2020, http://dx.doi.org/10.1109/CEC48606.2020.9185577
,2020, 'Multi-Operator Differential Evolution Algorithm for Solving Real-World Constrained Optimization Problems', in IEEE Congress on Evolutionary Computation (CEC), Glasgow, United Kingdom, presented at IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE (WCCI) 2020, Glasgow, United Kingdom, 19 July 2020 - 24 July 2020, http://dx.doi.org/10.1109/CEC48606.2020.9185722.
,2020, 'Multi-Operator Differential Evolution Algorithm for Solving Real-World Constrained Optimization Problems', in 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings, http://dx.doi.org/10.1109/CEC48606.2020.9185722
,2019, 'A Hybrid Differential Evolution with Cuckoo Search for Solving Resource Constrained Project Scheduling Problems', in IEEE International Conference on Industrial Engineering and Engineering Management, Institute of Electrical and Electronics Engineers (IEEE), Macau, China, pp. 1344 - 1348, presented at IEEE International Conference on Industrial Engineering & Engineering Management (IEEM), Macau, China, 15 December 2019 - 18 December 2019, http://dx.doi.org/10.1109/IEEM44572.2019.8978856
,2019, 'Digital Twin-based Cyber Physical System for Sustainable Project Scheduling with Degradation Identification', Institute of Electrical and Electronics Engineers (IEEE), Macau, China, pp. 820 - 824, presented at IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Macau, China, 15 December 2019 - 18 December 2019, http://dx.doi.org/10.1109/IEEM44572.2019.8978712
,2019, 'Digital Twin-based Cyber Physical System for Sustainable Project Scheduling', in IEEE International Conference on Industrial Engineering and Engineering Management, pp. 820 - 824, http://dx.doi.org/10.1109/IEEM44572.2019.8978712
,2019, 'The Development of a Roadmap for Project Management Framework and Processes', in IEEE International Conference on Industrial Engineering and Engineering Management, pp. 810 - 814, http://dx.doi.org/10.1109/IEEM44572.2019.8978517
,2019, 'A Modified Variable Neighbourhood Search Heuristic for the Multi-Mode Resource Constrained Project Scheduling Problem with A Case Study', in 29th Annual International INCOSE Symposium, Orlando, pp. 1124 - 1139, presented at 29th Annual International INCOSE Symposium, Orlando, 20 July 2019 - 25 July 2019, http://dx.doi.org/10.1002/j.2334-5837.2019.00657.x
,2019, 'An Optimised Supplier Selection Plan for Supply Chain Integrated Project Scheduling Problem', in 2019 IEEE Technology and Engineering Management Conference, TEMSCON 2019, Institute of Electrical and Electronics Engineers (IEEE), Atlanta, Georgia, USA, pp. 1 - 6, presented at 2019 IEEE Technology & Engineering Management Conference (TEMSCON), Atlanta, Georgia, USA, 11 June 2019 - 14 June 2019, http://dx.doi.org/10.1109/TEMSCON.2019.8813610
,2019, 'An Uncertainty Tolerant Approach For Stochastic Resource Constrained Project Scheduling Problems', in 2019 IEEE Technology and Engineering Management Conference, TEMSCON 2019, Institute of Electrical and Electronics Engineers (IEEE), Atlanta, Georgia, USA, pp. 1 - 6, presented at 2019 IEEE Technology & Engineering Management Conference (TEMSCON), Atlanta, Georgia, USA, 11 June 2019 - 14 June 2019, http://dx.doi.org/10.1109/TEMSCON.2019.8813613
,2019, 'An Effective Memetic Algorithm for Resource Constrained Project Scheduling Problem', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, Institute of Electrical and Electronics Engineers (IEEE), Wellington, New Zealand, pp. 2160 - 2166, presented at 2019 IEEE Congress on Evolutionary Computation (IEEE CEC), Wellington, New Zealand, 10 June 2019 - 13 June 2013, http://dx.doi.org/10.1109/CEC.2019.8790210
,2018, 'Robust Project Scheduling With Unreliable Resources: A Variable Neighbourhood Search Based Heuristic Approach', in Proceeding of The IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Bangkok, Thailand, pp. 656 - 660, presented at IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Bangkok, Thailand, 16 December 2018 - 19 December 2018, http://dx.doi.org/10.1109/IEEM.2018.8607628
,2018, 'Reactive Scheduling of Projects with Unreliable Resources', in Proceedings to the 48th International Conference on Computers and Industrial Engineering (CIE48), Auckland, New Zealand, presented at 48th International Conference on Computers and Industrial Engineering (CIE48), Auckland, New Zealand, 02 December 2018 - 05 December 2018
,2018, 'Handling Uncertainties and Preparing for the Unexpected in Real-life Project Scheduling', in Project and Program Management Symposium, Canberra, Australia, presented at Project and Program Management Symposium, Canberra, Australia, 14 August 2018 - 16 August 2018
,2015, 'Resource constrained project scheduling: A branch and cut approach', in Proceedings - CIE 45: 2015 International Conference on Computers and Industrial Engineering, Metz, France, presented at International Conference on Computers and Industrial Engineering, Metz, France, 08 November 2015 - 11 November 2015
,2013, 'Application of Six Sigma Philosophy for reducing process variability: a DMAIC model', in International Conference on Mechanical, Industrial and Materials Engineering (ICMIME2013), Rajshahi, Bangladesh, presented at International Conference on Mechanical, Industrial and Materials Engineering (ICMIME2013), Rajshahi, Bangladesh, 28 November 2013 - 29 November 2013
,2013, 'Optimization with Economic Order Quantity in a Furniture Industry: A Multiple-Item Joint Replenishment with Shortage', in 2nd International Conference on Mechanical, Industrial and Energy Engineering 2012 (ICMIEE-2013), Khulna, Bangladesh, presented at 2nd International Conference on Mechanical, Industrial and Energy Engineering 2012 (ICMIEE-2013), Khulna, Bangladesh, 25 January 2013 - 26 January 2013
,2013, 'Fuzzy based Ergonomic analysis on Work Related Musculoskeletal disorders (WMSDS)', in Proceedings of the International Conference on Engineering Research, Innovation and Education 2013 (ICERIE 2013), Sylhet, Bangladesh, presented at Proceedings of the International Conference on Engineering Research, Innovation and Education 2013 (ICERIE 2013), Sylhet, Bangladesh, 11 January 2013 - 13 January 2013
,2013, 'Justifying feasibility of different forecasting techniques & error measurements', in Proceedings of the International Conference on Engineering Research, Innovation and Education 2013 (ICERIE 2013), Sylhet, Bangladesh, presented at Proceedings of the International Conference on Engineering Research, Innovation and Education 2013 (ICERIE 2013), Sylhet, Bangladesh, 11 January 2013 - 13 January 2013
,2012, 'Justification of Process Capabilities on Some Quality Parameters: A Case Study in Bangladesh', in International Proceedings of Global Engineering, Science and Technology Conference, Dhaka, Bangladesh, presented at International Proceedings of Global Engineering, Science and Technology Conference, Dhaka, Bangladesh, 28 December 2012 - 29 December 2012
,2012, 'Implication of preventive maintenance and replacement scheduling for maintainable systems', in the 6th International Mechanical Engineering Conference & 14th Annual Paper Meet (6IMEC & 14APM), Dhaka, Bangladesh, presented at the 6th International Mechanical Engineering Conference & 14th Annual Paper Meet (6IMEC & 14APM), Dhaka, Bangladesh, 28 September 2012 - 29 September 2012
,2012, 'Justification of different heuristic algorithms for scheduling of multiple jobs', in 6th International Mechanical Engineering Conference & 14th Annual Paper Meet, Dhaka, Bangladesh, presented at 6th International Mechanical Engineering Conference & 14th Annual Paper Meet, Dhaka, Bangladesh, 28 September 2012 - 29 September 2012
,2011, 'Development of an operational decision making model for transportation of goods into a new demand area', in International Proceedings of the 5th Asian Business Research Conference, Dhaka, Bangladesh, presented at 5th Asian Business Research Conference, Dhaka, Bangladesh, 23 December 2011 - 24 December 2011
,2011, 'Implementation of Lean tools in RMG sector through Value Stream Mapping for increasing value added activities', in 5th Asian Business Research Conference, Dhaka, Bangladesh, presented at 5th Asian Business Research Conference, Dhaka, Bangladesh, 23 December 2011 - 24 December 2011
,2010, 'Role and implementation of supply chain in different corporate arena', in Proceedings of the Conference on Engineering Research, Innovation and Education, CERIE, Sylhet, Bangladesh, pp. 633 - 636, presented at Conference on Engineering Research, Innovation and Education, CERIE, Sylhet, Bangladesh, 11 January 2010 - 13 January 2010
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