Bissan Ghaddar

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 27

Top Venues

University of Waterloo, Ontario, Canada (PHD)

Education History

University of Waterloo, Ontario, Canada

PHD

Publications

Zhenan Fan, Bissan Ghaddar, Xinglu Wang, Linzi Xing, Yong Zhang, Zirui Zhou
Artificial Intelligence for Operations Research: Revolutionizing the Operations Research Process. CoRR (2024)
Olga Kuryatnikova, Bissan Ghaddar, Daniel K. Molzahn
Two-Stage Robust Quadratic Optimization with Equalities and Its Application to Optimal Power Flow. SIAM J. Optim. 33 (4) (2023)
Bissan Ghaddar, Ignacio Gómez-Casares, Julio González-Díaz, Brais González-Rodríguez, Beatriz Pateiro-López, Sofía Rodríguez-Ballesteros
Learning for Spatial Branching: An Algorithm Selection Approach. INFORMS J. Comput. 35 (5) (2023)
Rindranirina Ramamonjison, Timothy T. Yu, Raymond Li, Haley Li, Giuseppe Carenini, Bissan Ghaddar, Shiqi He, Mahdi Mostajabdaveh, Amin Banitalebi-Dehkordi, Zirui Zhou, Yong Zhang
NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions. CoRR (2023)
Gopika Premsankar, Bissan Ghaddar
Energy-Efficient Service Placement for Latency-Sensitive Applications in Edge Computing. IEEE Internet Things J. 9 (18) (2022)
Brais González-Rodríguez, Raúl Alvite-Pazó, Samuel Alvite-Pazó, Bissan Ghaddar, Julio González-Díaz
Polynomial Optimization: Enhancing RLT relaxations with Conic Constraints. CoRR (2022)
Bo Lin, Bissan Ghaddar, Jatin Nathwani
Deep Reinforcement Learning for the Electric Vehicle Routing Problem With Time Windows. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Bissan Ghaddar, Ignacio Gómez-Casares, Julio González-Díaz, Brais González-Rodríguez, Beatriz Pateiro-López, Sofía Rodríguez-Ballesteros
Learning for Spatial Branching: An Algorithm Selection Approach. CoRR (2022)
Rindranirina Ramamonjison, Timothy T. L. Yu, Raymond Li, Haley Li, Giuseppe Carenini, Bissan Ghaddar, Shiqi He, Mahdi Mostajabdaveh, Amin Banitalebi-Dehkordi, Zirui Zhou, Yong Zhang
NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions. NeurIPS (Competition and Demos) (2021)
Bo Lin, Bissan Ghaddar, Ada Hurst
Text Mining Undergraduate Engineering Programs' Applications: the Role of Gender, Nationality, and Socio-economic Status. CoRR (2021)
Claudio Gambella, Bissan Ghaddar, Joe Naoum-Sawaya
Optimization problems for machine learning: A survey. Eur. J. Oper. Res. 290 (3) (2021)
Gopika Premsankar, Bissan Ghaddar, Mariusz Slabicki, Mario Di Francesco
Optimal Configuration of LoRa Networks in Smart Cities. IEEE Trans. Ind. Informatics 16 (12) (2020)
Bo Lin, Bissan Ghaddar, Jatin Nathwani
Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows. CoRR (2020)
Claudio Gambella, Bissan Ghaddar, Joe Naoum-Sawaya
Optimization Models for Machine Learning: A Survey. CoRR (2019)
Bissan Ghaddar, Rabih A. Jabr
Power transmission network expansion planning: A semidefinite programming branch-and-bound approach. Eur. J. Oper. Res. 274 (3) (2019)
Taha Selim Ustun, S. M. Suhail Hussain, Hannes Kirchhoff, Bissan Ghaddar, Kai Strunz, Ioannis Lestas
Data Standardization for Smart Infrastructure in First-Access Electricity Systems. Proc. IEEE 107 (9) (2019)
Xiaolong Kuang, Bissan Ghaddar, Joe Naoum-Sawaya, Luis F. Zuluaga
Alternative SDP and SOCP approximations for polynomial optimization. EURO J. Comput. Optim. 7 (2) (2019)
Gopika Premsankar, Bissan Ghaddar, Mario Di Francesco, Rudi Verago
Efficient placement of edge computing devices for vehicular applications in smart cities. NOMS (2018)
Bissan Ghaddar, Joe Naoum-Sawaya
High dimensional data classification and feature selection using support vector machines. Eur. J. Oper. Res. 265 (3) (2018)
Claudio Gambella, Joe Naoum-Sawaya, Bissan Ghaddar
The Vehicle Routing Problem with Floating Targets: Formulation and Solution Approaches. INFORMS J. Comput. 30 (3) (2018)
Bissan Ghaddar, Mathieu Claeys, Martin Mevissen, Bradley J. Eck
Polynomial optimization for water networks: Global solutions for the valve setting problem. Eur. J. Oper. Res. 261 (2) (2017)
Joe Naoum-Sawaya, Bissan Ghaddar
Cutting plane approach for the maximum flow interdiction problem. J. Oper. Res. Soc. 68 (12) (2017)
Bissan Ghaddar, Nizar Sakr, Yaw Asiedu
Spare parts stocking analysis using genetic programming. Eur. J. Oper. Res. 252 (1) (2016)
Bissan Ghaddar, Juan C. Vera, Miguel F. Anjos
A dynamic inequality generation scheme for polynomial programming. Math. Program. 156 (1-2) (2016)
Riccardo Guidotti, Andrea Sassi, Michele Berlingerio, Alessandra Pascale, Bissan Ghaddar
Social or Green? A Data-Driven Approach for More Enjoyable Carpooling. ITSC (2015)
Joe Naoum-Sawaya, Bissan Ghaddar, Ernesto Arandia, Bradley Eck
Simulation-optimization approaches for water pump scheduling and pipe replacement problems. Eur. J. Oper. Res. 246 (1) (2015)
Bissan Ghaddar, Joe Naoum-Sawaya, Akihiro Kishimoto, Nicole Taheri, Bradley Eck
A Lagrangian decomposition approach for the pump scheduling problem in water networks. Eur. J. Oper. Res. 241 (2) (2015)
Bissan Ghaddar, Jakub Marecek, Martin Mevissen
Optimal Power Flow as a Polynomial Optimization Problem. CoRR (2014)
Bissan Ghaddar, Joe Naoum-Sawaya
Environmentally friendly facility location with market competition. J. Oper. Res. Soc. 63 (7) (2012)
Bissan Ghaddar, Miguel F. Anjos, Frauke Liers
-partition problem. Ann. Oper. Res. 188 (1) (2011)
Bissan Ghaddar, Juan C. Vera, Miguel F. Anjos
Second-Order Cone Relaxations for Binary Quadratic Polynomial Programs. SIAM J. Optim. 21 (1) (2011)
Bissan Ghaddar, Juan C. Vera, Miguel F. Anjos
An Iterative Scheme for Valid Polynomial Inequality Generation in Binary Polynomial Programming. IPCO (2011)
Joe Naoum-Sawaya, Bissan Ghaddar
A Fuzzy Adaptation Method for Improving Link Utilization and Reducing Network Delays in IEEE 802.11e Wireless Ad Hoc Networks. Ad Hoc Sens. Wirel. Networks 9 (3-4) (2010)
Hassan Artail, Haïdar Safa, Joe Naoum-Sawaya, Bissan Ghaddar, Sami Khawam
A simple recursive scheme for adjusting the contention window size in IEEE 802.11e wireless ad hoc networks. Comput. Commun. 29 (18) (2006)
Joe Naoum-Sawaya, Bissan Ghaddar, Sami Khawam, Haïdar Safa, Hassan Artail, Zaher Dawy
Adaptive approach for QoS support in IEEE 802.11e wireless LAN. WiMob (2) (2005)

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Publication Activity (10 Years)

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Bissan Ghaddar