Yassine Yaakoubi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Stochastic Optimization

Machine Learning

Interdisciplinary Field

Top Venues

Comput. Oper. Res.

EURO J. Transp. Logist.

Publications

Rendani Mbuvha, Yassine Yaakoubi, John Bagiliko, Santiago Hincapie Potes, Amal Nammouchi, Sabrina Amrouche
Leveraging AI for Climate Resilience in Africa: Challenges, Opportunities, and the Need for Collaboration. CoRR (2024)
Yassine Yaakoubi, Roussos G. Dimitrakopoulos
Learning to schedule heuristics for the simultaneous stochastic optimization of mining complexes. Comput. Oper. Res. 159 (2023)
Yassine Yaakoubi, Hager Radi, Roussos G. Dimitrakopoulos
Learning on Graphs for Mineral Asset Valuation Under Supply and Demand Uncertainty. CoRR (2022)
Yassine Yaakoubi, Roussos G. Dimitrakopoulos
Learning to Schedule Heuristics for the Simultaneous Stochastic Optimization of Mining Complexes. CoRR (2022)
Yassine Yaakoubi, François Soumis, Simon Lacoste-Julien
Structured Convolutional Kernel Networks for Airline Crew Scheduling. ICML (2021)
Yassine Yaakoubi, François Soumis, Simon Lacoste-Julien
Structured Convolutional Kernel Networks for Airline Crew Scheduling. CoRR (2021)
Adil Tahir, Frédéric Quesnel, Guy Desaulniers, Issmail El Hallaoui, Yassine Yaakoubi
An Improved Integral Column Generation Algorithm Using Machine Learning for Aircrew Pairing. Transp. Sci. 55 (6) (2021)
Yassine Yaakoubi, François Soumis, Simon Lacoste-Julien
Machine Learning in Airline Crew Pairing to Construct Initial Clusters for Dynamic Constraint Aggregation. CoRR (2020)
Yassine Yaakoubi, Simon Lacoste-Julien, François Soumis
Flight-connection Prediction for Airline Crew Scheduling to Construct Initial Clusters for OR Optimizer. CoRR (2020)
Yassine Yaakoubi, François Soumis, Simon Lacoste-Julien
Machine learning in airline crew pairing to construct initial clusters for dynamic constraint aggregation. EURO J. Transp. Logist. 9 (4) (2020)