Information Systems & Computer Networks
Information Systems and Computer Networks are the backbone of our connected world, managing computer-based technologies and enabling seamless communication. The integration facilitates efficient resource allocation, enhancing global productivity and innovation. These fields play a pivotal role in shaping the digital landscape, supporting services like wireless communications, cloud computing and cybersecurity.
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35 result(s)
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
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
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
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
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
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
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
Growth of Common Friends in a Preferential Attachment Model
B. Das and S. Ghosh , 2021, Stochastic Models, 37(3), 427-447, https://arxiv.org/abs/1908.04510
Learning Large Electrical Loads via Flexible Contracts with Commitment,
P. Lai, L. Duan, and X. Lin, 2021, IEEE Transactions on Network Science and Engineering, 8(2), 1925 – 1940, https://arxiv.org/pdf/1901.09169.pdf
Optimal Incentive and Load Design for Distributed Coded Machine Learning
N. Ding, Z. Fang, L. Duan, and J. Huang, 2021, IEEE Journal on Selected Areas in Communications (JSAC), 39(7), 2090-2104, https://arxiv.org/abs/2012.08715