Optimization problems for machine learning: A survey C Gambella, B Ghaddar, J Naoum-Sawaya European Journal of Operational Research 290 (3), 807-828, 2021 | 319 | 2021 |
High dimensional data classification and feature selection using support vector machines B Ghaddar, J Naoum-Sawaya European Journal of Operational Research 265 (3), 993-1004, 2018 | 313 | 2018 |
Optimal power flow as a polynomial optimization problem B Ghaddar, J Marecek, M Mevissen IEEE Transactions on Power Systems 31 (1), 539-546, 2015 | 158 | 2015 |
A Lagrangian decomposition approach for the pump scheduling problem in water networks B Ghaddar, J Naoum-Sawaya, A Kishimoto, N Taheri, B Eck European Journal of Operational Research 241 (2), 490-501, 2015 | 142 | 2015 |
Deep reinforcement learning for the electric vehicle routing problem with time windows B Lin, B Ghaddar, J Nathwani IEEE Transactions on Intelligent Transportation Systems 23 (8), 11528-11538, 2021 | 136 | 2021 |
Optimal configuration of LoRa networks in smart cities G Premsankar, B Ghaddar, M Slabicki, M Di Francesco IEEE Transactions on Industrial Informatics 16 (12), 7243-7254, 2020 | 102 | 2020 |
Electric vehicle routing with charging/discharging under time-variant electricity prices B Lin, B Ghaddar, J Nathwani Transportation Research Part C: Emerging Technologies 130, 103285, 2021 | 83 | 2021 |
Efficient placement of edge computing devices for vehicular applications in smart cities G Premsankar, B Ghaddar, M Di Francesco, R Verago NOMS 2018-2018 IEEE/IFIP Network Operations and Management Symposium, 1-9, 2018 | 77 | 2018 |
A branch-and-cut algorithm based on semidefinite programming for the minimum k-partition problem B Ghaddar, MF Anjos, F Liers Annals of Operations Research 188 (1), 155-174, 2011 | 62 | 2011 |
Adaptive approach for QoS support in IEEE 802.11 e wireless LAN J Naoum-Sawaya, B Ghaddar, S Khawam, H Safa, H Artail, Z Dawy WiMob'2005), IEEE International Conference on Wireless And Mobile Computing …, 2005 | 62 | 2005 |
Shared community energy storage allocation and optimization HC Chang, B Ghaddar, J Nathwani Applied Energy 318, 119160, 2022 | 59 | 2022 |
Stochastic optimization approach for the car placement problem in ridesharing systems J Naoum-Sawaya, R Cogill, B Ghaddar, S Sajja, R Shorten, N Taheri, ... Transportation Research Part B: Methodological 80, 173-184, 2015 | 55 | 2015 |
Simulation-optimization approaches for water pump scheduling and pipe replacement problems J Naoum-Sawaya, B Ghaddar, E Arandia, B Eck European Journal of Operational Research 246 (1), 293-306, 2015 | 53 | 2015 |
The GRAAL of carpooling: GReen And sociAL optimization from crowd-sourced data M Berlingerio, B Ghaddar, R Guidotti, A Pascale, A Sassi Transportation Research Part C: Emerging Technologies 80, 20-36, 2017 | 49 | 2017 |
Power transmission network expansion planning: A semidefinite programming branch-and-bound approach B Ghaddar, RA Jabr European Journal of Operational Research 274 (3), 837-844, 2019 | 45 | 2019 |
Alternative LP and SOCP hierarchies for ACOPF problems X Kuang, B Ghaddar, J Naoum-Sawaya, LF Zuluaga IEEE Transactions on Power Systems 32 (4), 2828-2836, 2016 | 38 | 2016 |
The vehicle routing problem with floating targets: Formulation and solution approaches C Gambella, J Naoum-Sawaya, B Ghaddar INFORMS Journal on Computing 30 (3), 554-569, 2018 | 37 | 2018 |
Spare parts stocking analysis using genetic programming B Ghaddar, N Sakr, Y Asiedu European Journal of Operational Research 252 (1), 136-144, 2016 | 34 | 2016 |
Analytics for the sharing economy: Mathematics, Engineering and Business perspectives E Crisostomi, B Ghaddar, F Häusler, J Naoum-Sawaya, G Russo, ... Springer, 2020 | 30 | 2020 |
Solving k-Way Graph Partitioning Problems to Optimality: The Impact of Semidefinite Relaxations and the Bundle Method MF Anjos, B Ghaddar, L Hupp, F Liers, A Wiegele Facets of combinatorial optimization: Festschrift for Martin Grötschel, 355-386, 2013 | 30 | 2013 |