Machine Learning & AI
At the forefront of technological innovation, Machine Learning involves crafting algorithms for autonomous learning, while AI simulates human intelligence. Integrating multi-agent systems and game theory enhances decision-making in complex environments, finding applications in finance, cybersecurity, and resource management.
Graph isomorphism: Physical resources, optimization models, and algebraic characterizations
L. Mancinska, D. Roberson, A. Varvitsiotis, 2023, Mathematical Programming Series A, Mathematical Programming Series A, Mathematical Programming Series A, https://arxiv.org/abs/2004.10893
How do airlines react to slot displacements? Evidence from a major airport
L Pouget, NA Ribeiro, AR Odoni, AP Antunes, 2023, Journal of Air Transport Management, vol. 106, 102300, https://www.sciencedirect.com/science/article/pii/S0969699722001193
Importance Sampling for Minimization of Tail Risks: A tutorial
A. Deo, K. Murthy, 2023, Winter Simulation Conference
Location Privacy Protection Game Against Adversary through Multi-user Cooperative Obfuscation
S. Hong and L. Duan, 2023, IEEE Transactions on Mobile Computing, http://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2023/02/MultiCoop_Privacy.pdf
Multi-objective Optimization for UAV Swarm-assisted IoT with Virtual Antenna Arrays
J. Li, G. Sun, L. Duan, and Q. Wu, 2023, IEEE Transactions on Mobile Computing, http://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2023/07/UAV-Swarm-Intelligence-TMC.pdf
Multi-UAV Cooperative Trajectory for Servicing Dynamic Demands and Charging Battery
K. Wang, X. Zhang, L. Duan, J. Tie, 2023, IEEE Transactions on Mobile Computing, 22(3), 1599 – 1614, https://arxiv.org/abs/1805.08357
Multiplicative updates for symmetric-cone factorizations
Y.S. Soh, A. Varvitsiotis, 2023, Mathematical Programming Series A, , https://arxiv.org/abs/2108.00740
Online Pricing Incentive to Sample Fresh Information
H. Li and L. Duan, 2023, IEEE Transactions on Network Science and Engineering, 10(1), 514 – 526, https://arxiv.org/abs/2209.08711
Parallelizing Maximal Clique Enumeration on GPUs
M Almasri, YH Chang, I El Hajj, R Nagi, J Xiong, W Hwu, 2023, 32nd International Conference on Parallel Architectures and Compilation Techniques (PACT), 162-175, https://arxiv.org/pdf/2212.01473.pdf
Passenger-Centric Slot Allocation at Schedule-Coordinated Airports
S Birolini, A Jacquillat, P Schmedeman, N Ribeiro, 2023, Transportation Science, vol. 57 (1), 4-26, https://pubsonline.informs.org/doi/pdf/10.1287/trsc.2022.1165