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)
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
Worst-case Expected Shortfall with Univariate and Bivariate Marginals
A. Dhara, B. Das and K. Natarajan, 2021, Informs Journal on Computing, 33(1), 370-389, https://arxiv.org/abs/1701.04167
Optimal Pricing for Peer-to-peer Sharing with Network Externalities
Y. Li, C. Courcoubetis, L. Duan, and R. Weber, 2020, IEEE/ACM Transactions on Networking (TON), 29(1), 148 – 161, https://arxiv.org/abs/1805.09616
A Linkage Analysis of the Mining Sector in the Top Five Carbon Emitter Economies
F. Benita, D. Gaytán‐Alfaro, Regional Science Policy & Practice, https://doi.org/10.1111/rsp3.12678
A Non-commutative Extension of Lee-Seung’s Algorithm for Positive Semidefinite Factorizations
Y.S. Soh and A. Varvitsiotis, NeurIPS 2021, https://arxiv.org/abs/2106.00293
Exploiting Partial Correlations in Distributionally Robust Optimization
Limited-Trust in Social Network Games
T Murray, J Garg, R Nagi , arXiv e-prints, 2103.0146, https://arxiv.org/pdf/2103.01460.pdf