Data Science & Analytics
This field, situated at the intersection of technology, statistics, and business strategy, is dedicated to extracting valuable insights from diverse datasets. Utilizing advanced algorithms and machine learning techniques, data scientists analyze information to uncover patterns, trends, and correlations, driving innovation across industries.
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121 result(s)
On the Heavy-tail Behavior of the Distributionally Robust Newsvendor
B. Das, A. Dhara and K. Natarajan69, 2021, Operations Research, 69 (4), 1077-1099, https://arxiv.org/abs/1806.05379
Optimal Incentive and Load Design for Distributed Coded Machine Learning
N. Ding, Z. Fang, L. Duan, and J. Huang, 2021, IEEE Journal on Selected Areas in Communications (JSAC), 39(7), 2090-2104, https://arxiv.org/abs/2012.08715
Optimization with Marginals and Moments
K Natarajan, 2021, Dynamic Ideas LLC
Pricing-driven Service Caching and Task Offloading in Mobile Edge Computing
J. Yan, S. Bi, L. Duan, and Y.-J. A. Zhang, 2021, IEEE Transactions on Wireless Communications, Vol. 20(7), 4495 – 4512, https://arxiv.org/pdf/2011.02154.pdf
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