Transportation & Aviation
Are integral components of the global mobility ecosystem, facilitating the sustainable movement of people and goods across vast distances. Transportation encompasses a spectrum of modes, including road, rail, maritime, and aviation, working in concert to connect regions and drive economic activities.
Routing Games in the Wild: Efficiency, Equilibration, Regret, and a Price of Anarchy Bound via Long Division
B. Monnot, F. Benita, G. Piliouras, 2022, ACM Transactions on Economics and Computation, 10 (1), 1-26, https://doi.org/10.1145/3512747
Support Vector Machines as Bayes' Classifiers
P. Jackson, 2022, Operations Research Letters, 50, No. 5, 423-429
Data-driven Thinking for Measuring the Human Experience in the Built Environment
B. Tunçer, F. Benita, 2021, International Journal of Architectural Computing, 20 (2), 316-333, https://doi.org/10.1177/14780771211025142
Determinantal Point Processes Based on Orthogonal Polynomials for Sampling Minibatches in SGD
R. Bardenet, S. Ghosh, and M. Lin, 2021, Conference on Neural Information Processing Systems (NeurIPS), https://proceedings.neurips.cc/paper/2021/file/8744cf92c88433f8cb04a02e6db69a0d-Paper.pdf
Economic Analysis of Unmanned Aerial Vehicle (UAV) Provided Mobile Services
X. Wang and L. Duan , 2021, IEEE Transactions on Mobile Computing, Vol. 20(5), 1804 – 1816, https://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2020/02/eco-UAV.pdf
Exploiting partial correlations in distributionally robust optimization
D. Padmanabhan∗, K. Natarajan, K. Murthy, 2021, Mathematical Programming, 186, 209-255, https://link.springer.com/article/10.1007/s10107-019-01453-5#Ack1
Human Mobility Behavior in COVID-19: A Systematic Literature Review and Bibliometric Analysis
F.Benita, 2021, Sustainable Cities and Society, 70, 102916, https://doi.org/10.1016/j.scs.2021.102916
Insights on Data Quality from a Large-scale Application of Smartphone-based Travel Survey Technology in the Phoenix Metropolitan Area, Arizona, USA
S. Hong, F. Zhao, V. Livshitsa, S. Gershenfeld, J. Santos, and M. Ben-Akiva, 2021, Transportation Research Part A: Policy and Practice, vol 154, 413-429, https://www.sciencedirect.com/science/article/pii/S0965856421002482
Integrating Empirical Analysis into Analytical Framework: An Integrated Model Structure for On-Demand Transportation
Yuliu Su, Ying Xu, Costas Courcoubetis, and Shih-Fen Cheng, 2021, The Proceedings of the 2021 INFORMS International Conference on Service Science, ICSS 2021: AI and Analytics for Smart Cities and Service Systems, 300–315, https://link.springer.com/chapter/10.1007/978-3-030-90275-9_25
Machine Learning for Soil Moisture Prediction Using Hyperspectral and Multispectral Data
M. Lobato, W. R. Norris, R. Nagi, A. Soylemezoglu and D. Nottage , 2021, IEEE 24th International Conference on Information Fusion (FUSION), 1-7, https://ieeexplore.ieee.org/abstract/document/9627067/