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.
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128 result(s)
Statistical Analysis of Wasserstein Distributionally Robust Estimators
J. Blanchet, K. Murthy, V. A. Nguye, 2021, INFORMS Tutorials in Operations Research J. Blanchet, K. Murthy, V. A. Nguye227 – 254 [Publication Link], 227 – 254, https://pubsonline.informs.org/doi/10.1287/educ.2021.0233
Stochastic Superiority Equilibrium in Game Theory
A Yekkehkhany, T Murray, R Nagi, 2021, Decision Analysis, 18, Issue 2, 153-168, https://pubsonline.informs.org/doi/pdf/10.1287/deca.2021.0429
The Main Factors Influencing COVID-19 Spread and Deaths in Mexico: A Comparison Between Phases I and II
F. Benita, F. Gasca-Sanchez, 2021, Applied Geography, 134, 102523, https://doi.org/10.1016/j.apgeog.2021.102523
Toward a Comprehensive Understanding of ICT Impacts on Activity-Travel Behavior: Preliminary Results from a Two-week Smartphone-based Survey in Jakarta, Indonesia
M. Safira, V. Varghese, M. Chikaraishi, S. Gershenfeld, F. Zhao, 2021, Journal of the Eastern Asia Society for Transportation Studies, Volume 14, 284-303, https://www.jstage.jst.go.jp/article/easts/14/0/14_284/_article/-char/en
Towards a decision-support tool for airport slot allocation: Application to Guarulhos (Sao Paulo, Brazil)
D Jorge, NA Ribeiro, AP Antunes, 2021, Journal of Air Transport Management, vol. 93, 102048, https://www.sciencedirect.com/science/article/pii/S0969699721000314
Towards Reliable UAV Swarm Communication in D2D-enhanced Cellular Network
Y. Han, L. Liu, L. Duan, and R. Zhang, 2021, IEEE Transactions on Wireless Communications, Vol. 20(3), 1567 – 1581, https://arxiv.org/abs/2002.04897
Tree Bounds for Sums of Bernoulli Random Variables: A Linear Optimization Approach
D Padmanabhan, K Natarajan, 2021, Informs Journal on Optimization, Volume 3, Issue 1, 23-45, https://pubsonline.informs.org/doi/pdf/10.1287/ijoo.2019.0038
Trip Chaining and Community Burden in Service Facility Location Decisions.
E Moog, R Nagi, R Jeffers, 2021, Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), Issue SAND2021-11181C, https://www.osti.gov/servlets/purl/1886764
Two-facility Location Games with Minimum Distance Requirement
X. Xu, B. Li, M. Li, and L. Duan, 2021, Journal of Artificial Intelligence Research (JAIR), Vol 70, https://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2019/02/aamas2019.pdf
UAV-aided Information and Energy Transmissions for Cognitive and Sustainable 5G Networks
. Che, Y. Lai, S. Luo, K. Wu, and L. Duan, 2021, IEEE Transactions on Wireless Communications, Vol. 10(1), 514 – 526