Gmira Maha

Gmira Maha

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.