MAHA GMIRA
Gmira Maha
Ecole d’Ingénierie Digitale et d’Intelligence Artificielle (EIDIA)
m.gmira@ueuromed.org
Ph. D., Mathematic and Industrial Engineering Department, Polytechnique Montréal.
M.Sc.A., Mathematic and Industrial Engineering Department, Polytechnique Montréal.
B. Ing., Mathematic and Industrial Engineering Department, Polytechnique Montréal.
Data science – Data mining
Artificial intelligence – Machine learning – Real-time data-driven decision making
Continuous and discrete optimization – Operations research – Freight transportation
Lecturer at HEC Montréal
Lecturer at Polytechnique Montréal
Engineer, Pratt & Whitney, Longueuil
M. Gmira, M. Gendreau, A. Lodi, J.-Y. Potvin, (2020). Tabu Search for the Time-Dependent Vehicle Routing Problem with Time Windows on a Road Network Graph. European Journal of Operational Research.
Gmira, M., Gendreau, M., Lodi, A., & Potvin, J. Y. (2020). Travel speed prediction based on learning methods for home delivery. EURO Journal on Transportation and Logistics, 100006. https://www.sciencedirect.com/science/article/pii/S2192437620300066
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, Montréal, Canada, 2019.
M. Gmira, M. Gendreau, A. Lodi, J.-Y. Potvin, (2017) «Travel Speed prediction using machine learning techniques», 24th ITS World Congress, Montréal, Canada, October 29 to November 2, 2017.
M. Gmira, M. Gendreau, A. Lodi, J.-Y. Potvin, (2020). Tabu Search for the Time-Dependent Vehicle Routing Problem with Time Windows on a Road Network Graph. European Journal of Operational Research.
Gmira, M., Gendreau, M., Lodi, A., & Potvin, J. Y. (2020). Travel speed prediction based on learning methods for home delivery. EURO Journal on Transportation and Logistics, 100006. https://www.sciencedirect.com/science/article/pii/S2192437620300066
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, Montréal, Canada, 2019.
M. Gmira, M. Gendreau, A. Lodi, J.-Y. Potvin, (2017) «Travel Speed prediction using machine learning techniques», 24th ITS World Congress, Montréal, Canada, October 29 to November 2, 2017.
Data Mining
Advanced statistical methods
Technological and industrial innovation
Supply Chain Logistics
Financial Statements and Accounting Tools
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 Centre on Enterprise Networks, Logistics and Transportation (CIRRELT), 7 500$, 2019.
Ph.D. Excellence Scholarship, Interuniversity Research Centre on Enterprise Networks, Logistics and Transportation (CIRRELT), 5 000$, 2015.
UPIR Grant – Project of Sainte-Justine Hospital – Polytechnique Montréal, 1 500$, 2013.