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
121 result(s)
Protecting Location Privacy by Multi-query: A Dynamic Bayesian Game Theoretic Approach
S. Hong, L. Duan, and J. Huang, 2022, IEEE Transactions on Information Forensics & Security (TIFS), 17, 2569 – 2584, http://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2022/07/TIFS_PrivacyGame.pdf
Risk-averse Equilibria for Vehicle Navigation in Stochastic Congestion Games
A Yekkehkhany, R Nagi, 2022, IEEE Transactions on Intelligent Transportation Systems, 18719-18735, https://ieeexplore.ieee.org/iel7/6979/9916643/09770478.pdf
Routing Games in the Wild: Efficiency, Equilibration, Regret, and a Price of Anarchy Bound via Long Division
B. Monnot, F. Benita, G. Piliouras, 2022, ACM Transactions on Economics and Computation, 10 (1), 1-26, https://doi.org/10.1145/3512747
Signal analysis via the stochastic geometry of spectrogram level sets
S. Ghosh, M. Lin, and D. Sun, 2022, IEEE Transactions on Signal Processing, Vol. 70, 1104-1117 , https://ieeexplore.ieee.org/document/9720125
Support Vector Machines as Bayes' Classifiers
P. Jackson, 2022, Operations Research Letters, 50, No. 5, Sept. 2022, 423-429
Tail Probabilities of Random Linear Functions of Regularly Varying Random Vectors
B. Das, V. Fasen-Hartmann and C. Klüppelberg, 2022, Extremes, 25, 721-758, https://arxiv.org/abs/1904.06824
Teaching Humanitarian Logistics with the Disaster Response Game
M. Klein, P. Jackson, and M. Mazereeuw, 2022, Decision Sciences Journal of Innovative Education, 20, No. 3, 158-169
To Help or Disturb: Introduction of Crowdsourced WiFi to 5G Networks
S. Hao and L. Duan, 2022, IEEE Transactions on Mobile Computing, 22(9), 5583 – 5596, https://arxiv.org/abs/2206.08261
Uncovering Illicit Supply Networks and their Interfaces to Licit Counterparts through Graph Theoretic Algorithms
R Anzoom, R Nagi, C Vogiatzis, 2022, IISE Transactions, Volume 56, Issue 3, 224-240, https://www.tandfonline.com/doi/pdf/10.1080/24725854.2022.2162169
What have we Learned About Socioeconomic Inequalities in the Spread of COVID-19? A Systematic Review
F. Benita, L. Rebollar-Ruelas, E.D. Gaytán-Alfaro, 2022, Sustainable Cities and Society, 104158, https://doi.org/10.1016/j.scs.2022.104158