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1

Optimization problems for machine learning: A survey

Gambella, Claudio, Ghaddar, Bissan, Naoum-Sawaya, Joe

Journal:

European Journal of Operational Research

Year:

2020

File:

PDF, 1.21 MB

2020

2

A Lagrangian decomposition approach for the pump scheduling problem in water networks

Ghaddar, Bissan, Naoum-Sawaya, Joe, Kishimoto, Akihiro, Taheri, Nicole, Eck, Bradley

Journal:

European Journal of Operational Research

Year:

2015

Language:

english

File:

PDF, 751 KB

english, 2015

3

Optimal configuration of LoRa networks in smart cities

Premsankar, Gopika, Ghaddar, Bissan, Slabicki, Mariusz, Di Francesco, Mario

Journal:

IEEE Transactions on Industrial Informatics

Year:

2020

File:

PDF, 2.65 MB

2020

4

[IEEE NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium - Taipei, Taiwan (2018.4.23-2018.4.27)] NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium - Efficient placement of edge computing devices for vehicular applications in smart cities

Premsankar, Gopika, Ghaddar, Bissan, Di Francesco, Mario, Verago, Rudi

Year:

2018

Language:

english

File:

PDF, 1.54 MB

english, 2018

5

Simulation-optimization approaches for water pump scheduling and pipe replacement problems

Naoum-Sawaya, Joe, Ghaddar, Bissan, Arandia, Ernesto, Eck, Bradley

Journal:

European Journal of Operational Research

Year:

2015

Language:

english

File:

PDF, 1024 KB

english, 2015

6

Analytics for the Sharing Economy: Mathematics, Engineering and Business Perspectives ||

Crisostomi, Emanuele, Ghaddar, Bissan, HÃ¤usler, Florian, Naoum-Sawaya, Joe, Russo, Giovanni, Shorten, Robert

Year:

2020

File:

PDF, 8.60 MB

2020

7

Polynomial optimization for water networks: Global solutions for the valve setting problem

Ghaddar, Bissan, Claeys, Mathieu, Mevissen, Martin, Eck, Bradley J.

Journal:

European Journal of Operational Research

Year:

2017

Language:

english

File:

PDF, 2.24 MB

english, 2017

8

The GRAAL of carpooling: GReen And sociAL optimization from crowd-sourced data

Berlingerio, Michele, Ghaddar, Bissan, Guidotti, Riccardo, Pascale, Alessandra, Sassi, Andrea

Journal:

Transportation Research Part C: Emerging Technologies

Year:

2017

Language:

english

File:

PDF, 1.96 MB

english, 2017

9

Optimal Power Flow as a Polynomial Optimization Problem

Ghaddar, Bissan, Marecek, Jakub, Mevissen, Martin

Journal:

IEEE Transactions on Power Systems

Year:

2015

Language:

english

File:

PDF, 1.66 MB

english, 2015

10

Alternative LP and SOCP hierarchies for ACOPF problems

Kuang, Xiaolong, Ghaddar, Bissan, Naoum-Sawaya, Joe, Zuluaga, Luis

Journal:

IEEE Transactions on Power Systems

Year:

2016

Language:

english

File:

PDF, 1.75 MB

english, 2016

11

Alternative SDP and SOCP approximations for polynomial optimization

Kuang, Xiaolong, Ghaddar, Bissan, Naoum-Sawaya, Joe, Zuluaga, Luis F.

Journal:

EURO Journal of Computational Optimization

Year:

2018

Language:

english

File:

PDF, 685 KB

english, 2018

12

High Dimensional Data Classification and Feature Selection using Support Vector Machines

Ghaddar, Bissan, Naoum-Sawaya, Joe

Journal:

European Journal of Operational Research

Year:

2017

Language:

english

File:

PDF, 1.42 MB

english, 2017

13

A branch-and-cut algorithm based on semidefinite programming for the minimumk-partition problem

Bissan Ghaddar, Miguel F. Anjos, Frauke Liers

Journal:

Annals of Operations Research

Year:

2011

Language:

english

File:

PDF, 673 KB

english, 2011

14

Power Transmission Network Expansion Planning: A Semidefinite Programming Branch-and-Bound Approach

Ghaddar, Bissan, Jabr, Rabih A.

Journal:

European Journal of Operational Research

Year:

2018

Language:

english

File:

PDF, 915 KB

english, 2018

15

The Vehicle Routing Problem with Floating Targets: Formulation and Solution Approaches

Gambella, Claudio, Naoum-Sawaya, Joe, Ghaddar, Bissan

Journal:

INFORMS Journal on Computing

Year:

2018

Language:

english

File:

PDF, 422 KB

english, 2018

16

A simple recursive scheme for adjusting the contention window size in IEEE 802.11e wireless ad hoc networks

Hassan Artail, Haidar Safa, Joe Naoum-Sawaya, Bissan Ghaddar, Sami Khawam

Journal:

Computer Communications

Year:

2006

Language:

english

File:

PDF, 971 KB

english, 2006

17

Spare Parts Stocking Analysis using Genetic Programming

Ghaddar, Bissan, Sakr, Nizar, Asiedu, Yaw

Journal:

European Journal of Operational Research

Year:

2015

Language:

english

File:

PDF, 1.84 MB

english, 2015

18

Cutting plane approach for the maximum flow interdiction problem

Naoum-Sawaya, Joe, Ghaddar, Bissan

Journal:

Journal of the Operational Research Society

Year:

2017

Language:

english

File:

PDF, 372 KB

english, 2017

19

Data Standardization for Smart Infrastructure in First-Access Electricity Systems

Ustun, Taha Selim, Hussain, S. M. Suhail, Kirchhoff, Hannes, Ghaddar, Bissan, Strunz, Kai, Lestas, Ioannis

Journal:

Proceedings of the IEEE

Year:

2019

Language:

english

File:

PDF, 3.16 MB

english, 2019

20

A dynamic inequality generation scheme for polynomial programming

Ghaddar, Bissan, Vera, Juan C., Anjos, Miguel F.

Journal:

Mathematical Programming

Year:

2016

Language:

english

File:

PDF, 496 KB

english, 2016

21

Second-Order Cone Relaxations for Binary Quadratic Polynomial Programs

Ghaddar, Bissan, Vera, Juan C., Anjos, Miguel F.

Journal:

SIAM Journal on Optimization

Year:

2011

Language:

english

File:

PDF, 381 KB

english, 2011

22

Stochastic optimization approach for the car placement problem in ridesharing systems

Naoum-Sawaya, Joe, Cogill, Randy, Ghaddar, Bissan, Sajja, Shravan, Shorten, Robert, Taheri, Nicole, Tommasi, Pierpaolo, Verago, Rudi, Wirth, Fabian

Journal:

Transportation Research Part B: Methodological

Year:

2015

Language:

english

File:

PDF, 1.75 MB

english, 2015

23

[IEEE 2015 IEEE Power & Energy Society General Meeting - Denver, CO, USA (2015.7.26-2015.7.30)] 2015 IEEE Power & Energy Society General Meeting - Approximating the ACOPF problem with a hierarchy of SOCP problems

Kuang, Xiaolong, Zuluaga, Luis F., Ghaddar, Bissan, Naoum-Sawaya, Joe

Year:

2015

Language:

english

File:

PDF, 305 KB

english, 2015

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