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)
Efficient Algorithms for Ride-hitching in UAV Travelling
S. Li, M. Li, L. Duan, V. C.S. Lee, 2022, Theoretical Computer Science, 99, 140-156, https://www.sciencedirect.com/science/article/abs/pii/S030439752200408X?casa_token=uxqhYxLLcrwAAAAA:7_dDWyFGmIc_lATb_90CoxliXCKnTLYVX_-Gsl21Nlg-dmZMZC4FdFrhLNEHsmE6CqXr7CkRvj_7
Equitable Allocation of Operations and Makespan Minimization for Autonomous Agents
Rakesh Nagi, 2022, IEEE Transactions on Automation Science and Engineering, Volume 20, Issue 1, 703-717, https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9795146
Extremal Probability Bounds in Combinatorial Optimization
D Padmanabhan, SD Ahipasaoglu, A Ramachandra, K Natarajan, 2022, SIAM Journal on Optimization, Volume 32, Issue 4, 2828-2858, https://epubs.siam.org/doi/pdf/10.1137/21M1442504
From Qualitative Data to Correlation Using Deep Generative Networks: Demonstrating the Relation of Nuclear Position with the Arrangement of Actin Filaments
J. Vasudevan, C. Zheng, J. G. Wan, T.-J. Cham, L. C. Teck, and J. G. Fernandez, 2022, PLOS One, 17, https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0271056
Integration of Long- and Short-Term Contracts in a Market for Capacity
A. Sapra and P. Jackson, 2022, Production and Operations Management, 31, No. 7, July 2022, 2872-2890
Online Algorithms for the Maximum k-interval Coverage Problem
S. Li, M. Li, L. Duan, V. C.S. Lee, 2022, Journal of Combinatorial Optimization (JOCO), 44, 3364–3404, https://arxiv.org/abs/2011.10938
Online and In-person Activity Logging using a Smartphone-based Travel, Activity, and Time-use Survey
A. Alho, C. Cheng, D. T. Hieu, T. Sakai, F. Zhao, M. Ben-Akiva, L. Cheah, 2022, Transportation Research Interdisciplinary Perspectives, Volume 13, https://www.sciencedirect.com/science/article/pii/S2590198221002293
Optimal Transport-Based Distributionally Robust Optimization: Structural Properties and Iterative Schemes
J. Blanchet, K. Murthy, F. Zhang, 2022, Mathematics of Operations Research, (47) 2, 1500-1529, https://pubsonline.informs.org/doi/abs/10.1287/moor.2021.1178
Parallel k-clique Counting on GPUs
M Almasri, IE Hajj, R Nagi, J Xiong, W Hwu, 2022, Proceedings of the 36th ACM International Conference on Supercomputing, 10-14, https://dl.acm.org/doi/pdf/10.1145/3524059.3532382
PARSEC: PARallel Subgraph Enumeration in CUDA
V Dodeja, M Almasri, R Nagi, J Xiong, W Hwu, 2022, IEEE International Parallel and Distributed Processing Symposium (IPDPS), 168-178, https://ieeexplore.ieee.org/iel7/9820609/9820610/09820623.pdf