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)
A Cost–based Analysis for Risk-averse Explore-then-commit Finite-time Bandits
A Yekkehkhany, E Arian, R Nagi, I Shomorony , 2021, IISE Transactions, Volume 53, Issue 10, 1094-1108, https://www.tandfonline.com/doi/pdf/10.1080/24725854.2021.1882014
A Review of Research in Illicit Supply-chain Networks and New Directions to Thwart them
R Anzoom, R Nagi, C Vogiatzis, 2021, IISE Transactions, Volume 54, Issue 2, 134-158, https://www.tandfonline.com/doi/pdf/10.1080/24725854.2021.1939466
A Smart Learning Ecosystem Design for Delivering Data-driven Thinking in STEM Education
F. Benita, D. Virupaksha, E. Wilhelm, B. Tunçer, 2021, Smart Learning Environments, 8, 1-20, https://doi.org/10.1186/s40561-021-00153-y
Analysis of optimization algorithms via sum-of-squares
S. S.Y. Tan , V. Y.F. Tan, A Varvitsiotis, 2021, Journal of Optimization Theory and Applications, https://link.springer.com/article/10.1007/s10957-021-01869-0?fbclid=IwAR3ODcpJfH4ByBOTmartQi_Ew_4zLEL4mTsuE8XFjrTukSRi1KHc2nA8pkE
Comparison of Semantic Segmentation Deep Learning Models for Land Use Mapping: Site Characterization for Construction Site Preparation
AM Lobato, M Juston, WR Norris, R Nagi, A Soylemezoglu, D Nottage, 2021, IIE Annual Conference. Proceedings, 1142-1147
Data-driven Thinking for Measuring the Human Experience in the Built Environment
B. Tunçer, F. Benita, 2021, International Journal of Architectural Computing, 20 (2), 316-333, https://doi.org/10.1177/14780771211025142
Decentralized Makespan Minimization for Uniformly Related Agents
R Sengupta, R Nagi, 2021, IEEE 17th International Conference on Automation Science and Engineering (CASE), 2140-2145, https://ieeexplore.ieee.org/iel7/9551387/9551265/09551549.pdf
Determinantal Point Processes Based on Orthogonal Polynomials for Sampling Minibatches in SGD
R. Bardenet, S. Ghosh, and M. Lin, 2021, Conference on Neural Information Processing Systems (NeurIPS), https://proceedings.neurips.cc/paper/2021/file/8744cf92c88433f8cb04a02e6db69a0d-Paper.pdf
Economic Analysis of Unmanned Aerial Vehicle (UAV) Provided Mobile Services
X. Wang and L. Duan , 2021, IEEE Transactions on Mobile Computing, Vol. 20(5), 1804 – 1816, https://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2020/02/eco-UAV.pdf
Exploiting partial correlations in distributionally robust optimization
D. Padmanabhan∗, K. Natarajan, K. Murthy, 2021, Mathematical Programming, 186, 209-255, https://link.springer.com/article/10.1007/s10107-019-01453-5#Ack1