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)
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 and A. Varvitsiotis, 2023, Mathematical Programming Series A, https://arxiv.org/abs/2108.00740
On Heavy-tailed Risks under Gaussian Copula: The Effects of Marginal Transformation
B. Das and V. Fasen-Hartmann, 2023, Under review (Journal of Multivariate Analysis), https://arxiv.org/abs/2304.05004
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
Probability Bounds for N Random Events Under (n− 1)-wise Independence
K Natarajan, A Ramachandra, C Tan, 2023, Operations Research Letters, 116-122, https://www.sciencedirect.com/science/article/pii/S0167637723000044
Systemic Risk in Financial Networks: The Effects of Asymptotic Independence
B. Das and V. Fasen-Hartmann, 2023, Under review (Finance and Stochastics), https://arxiv.org/abs/2309.15511
To Save Mobile Crowdsourcing from Cheap-talk: A Game Theoretic Learning Approach
S. Hao and L. Duan, 2023, IEEE Transactions on Mobile Computing, https://arxiv.org/abs/2306.06791
Understanding Short-distance Travel to School in Singapore: A Data-driven Approach
F. Benita, G. Bansal, G. Piliouras, B. Tunçer, 2023, Travel Behaviour and Society, 31, 349-362, https://doi.org/10.1016/j.tbs.2023.01.007