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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64 result(s)
BEEP: Balanced Efficient subgraph Enumeration in Parallel
S Kawtikwar, M Almasri, WM Hwu, R Nagi, J Xiong, 2023, Proceedings of the 52nd International Conference on Parallel Processing, 142-152, https://dl.acm.org/doi/pdf/10.1145/3605573.3605653
Exploring Non-mandatory Travel Behavior in Jakarta City: Travel Time, Trip Frequency, and Socio-demographic Influences
Francisco Benita, 2023, Transportation research interdisciplinary perspectives, 21, 100896, https://doi.org/10.1016/j.trip.2023.100896
Graph isomorphism: Physical resources, optimization models, and algebraic characterizations
L. Mancinska, D. Roberson, A. Varvitsiotis, 2023, Mathematical Programming Series A, Mathematical Programming Series A, Mathematical Programming Series A, https://arxiv.org/abs/2004.10893
How do airlines react to slot displacements? Evidence from a major airport
L Pouget, NA Ribeiro, AR Odoni, AP Antunes, 2023, Journal of Air Transport Management, vol. 106, 102300, https://www.sciencedirect.com/science/article/pii/S0969699722001193
Importance Sampling for Minimization of Tail Risks: A tutorial
A. Deo, K. Murthy, 2023, Winter Simulation Conference
Inference for Heavy-Tailed Data with Gaussian Dependence
B. Das, 2023, Under review (Econometrics and Statistics), https://arxiv.org/abs/2305.05520
Multi-Target Tracking with GPU-Accelerated Data Association Engine
S Kawtikwar, R Nagi, 2023, 26th International Conference on Information Fusion (FUSION), 1-8, https://easychair.org/publications/preprint_download/R24L
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
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