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.
Filters
64 result(s)
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
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
The Random QUBO
K Natarajan, 2022, The Quadratic Unconstrained Binary Optimization Problem: Theory, Algorithms, and Applications, 187-206, https://sutd.primo.exlibrisgroup.com/openurl/65SUTD_INST/65SUTD_INST:65SUTD?sid=google&auinit=K&aulast=Natarajan&atitle=The+Random+QUBO&id=doi:10.1007/978-3-031-04520-2_7
Submodularity and Pairwise Independence
A Ramachandra, K Natarajan, 2022, SSRN Electronic Journal, 1-38, https://arxiv.org/pdf/2209.08563.pdf
The Limit of the Marginal Distribution Model in Consumer Choice
Y Ruan, X Li, K Murthy, K Natarajan, 2022, 1-65
A Representative Consumer Model in Data-driven Multiproduct Pricing Optimization
Z Yan, K Natarajan, CP Teo, C Cheng, 2022, Management Science, Volume 68, Issue 8, Pages 5798-5827, https://pubsonline.informs.org/doi/pdf/10.1287/mnsc.2021.4182
Distributionally Robust Linear and Discrete Optimization with Marginals
L Chen, W Ma, K Natarajan, D Simchi-Levi, Z Yan, 2022, Operations Research, Volume 70, Issue 3, 1822-1834, https://pubsonline.informs.org/doi/pdf/10.1287/opre.2021.2243
Admission Control In the Presence of Arrival Forecasts with Blocking-based Policy Optimization
K. Murthy, D. Padmanabhan, S. Bhatpp. , 2022, Winter Simulation Conference, 2270 – 2281, https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10015468