MAHA GMIRA
Gmira Maha
Ecole d’Ingénierie Digitale et d’Intelligence Artificielle (EIDIA)
m.gmira@ueuromed.org
Ph. D., Departamento de Matemáticas y de Ingeniería Industrial, Polytechnique Montréal
M.Sc.A., Departamento de Matemáticas y de Ingeniería Industrial, Polytechnique Montréal
B. Ing., Departamento de Matemáticas y de Ingeniería Industrial, Polytechnique Montréal
Inteligencia Artificial– Aprendizaje Automático – Herramientas de toma de decisión en tiempo real
Ciencia de Datos – Analítica Avanzada – Procesamiento de datos
Investigación Operativa – Gestión de Sistemas de Transporte en tiempo real
Docente en HEC Montréal
Docente en Polytechnique Montréal
Ingeniera, 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, Montréal, 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, Montréal, 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, Montréal, Canada, 2018.
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 « 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, Montréal, Canada, May 7-9, 2018.
M. Gmira, M. Gendreau, A. Lodi, J.-Y. Potvin «Prédiction des vitesses pour les livraisons à domicile à l’aide de techniques d’apprentissage machine», 53e Congrès et Salon des transports, Québec, Canada, April 9-11, 2018.
• Procesamiento de datos • métodos estadísticos avanzados • Innovación tecnológica e industrial. • redes logísticas • Precio de rendimiento y costo • Ingeniería de calidad • programación R • programación en Python
- 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.