MAHA GMIRA
Gmira Maha
School of Digital Engineering and Artificial Intelligence (EIDIA)
m.gmira@ueuromed.org
- Ph. D. , Department of Mathematics and Industrial Engineering, Polytechnique Montréal
- M.Sc.A. , Department of Mathematics and Industrial Engineering, Polytechnique Montréal
- B.Eng. , Department of Mathematics and Industrial Engineering, Polytechnique Montréal
- Artificial Intelligence – Machine Learning – Real-time decision-making tools
- Data Science - Advanced Analytics - Data Mining
- Operational Research – Management of transport systems in real time
- Teacher at HEC Montreal
- Teacher at Polytechnique Montréal
- Engineer , Pratt & Whitney, Longueuil
- M. Gmira, M. Gendreau, A. Lodi, J.-Y. Potvin, (2019) “Managing in Real-Time a Vehicle Routing Plan with Time-Dependent Travel Times on a Road Network”, CIRRELT-2019-45, Montreal, Canada, 2019.
- M. Gmira, M. Gendreau, A. Lodi, J.-Y. Potvin, (2019) “Tabu Search for the Time-Dependent Vehicle Routing Problem with Time Windows on a Road Network Graph”, CIRRELT-2019-32, Montreal , Canada, 2019.
- M. Gmira, M. Gendreau, A. Lodi, J.-Y. Potvin, (2018) “Travel Speed Prediction based on Learning Methods for Home Delivery”, CIRRELT-2018-46, Montreal, Canada, 2018.
- M. Gmira, M. Gendreau, A. Lodi, J.-Y. Potvin, (2017) “Travel Speed prediction using machine learning techniques”, 24th ITS World Congress, Montreal, Canada, October 29 to November 2, 2017.
- M. Gmira, M. Gendreau, A. Lodi, J.-Y. Potvin “Tabu Search for Time-Dependent Vehicle Routing Problem with Time Windows on a Road Network Graph”, The Tenth Triennial Symposium on Transportation Analysis (TRISTAN X), Hamilton Island, Australia, 2019.
- M. Gmira, M. Gendreau, A. Lodi, J.-Y. Potvin “Tabu Search for Time-Dependent Vehicle Routing Problem with Time Windows on a Road Network Graph”, Workshop on Transportation and Logistics Challenges, Chicago, Illinois, 2019 .
- M. Gmira, M. Gendreau, A. Lodi, J.-Y. Potvin “Algorithms for Travel Speed Prediction using Big Data provided by Home Delivery Company”, INFORMS Annual Meeting, Phoenix, Arizona, November 4-7, 2018.
- M. Gmira, M. Gendreau, A. Lodi, J.-Y. Potvin “Travel Speed prediction using machine learning techniques”, Optimization Days, Montreal, Canada, May 7-9, 2018.
- M. Gmira, M. Gendreau, A. Lodi, J.-Y. Potvin “Predicting speeds for home deliveries using machine learning techniques”, 53rd Transport Congress and Exhibition, Quebec, Canada, April 9-11, 2018.
- Data Mining
- Advanced statistical methods
- Technological and industrial innovation
- Logistics networks
- Performance and cost price
- Quality Engineering
- R programming
- Python Programming
- Artificial Intelligence Analyst 2019 Mastery Award, IBM Skill Academy. ID: 9296-1575-2930-0125
- Ph.D. Excellence Scholarship, Interuniversity Research Center on Enterprise Networks, Logistics and Transportation (CIRRELT), $7,500, 2019.
- Ph.D. Excellence Scholarship, Interuniversity Research Center on Enterprise Networks, Logistics and Transportation (CIRRELT), $5,000, 2015.
- UPIR Grant – Project of Sainte-Justine Hospital – Polytechnique Montréal, $1,500, 2013.
