Crowdsensing based missing data inference algorithm considering outlier data and GPS errors

A Singular Value Thresholding Algorithm for Matrix Completion

Jian‐Feng Cai, Emmanuel J. Candès, Zuowei Shen · SIAM Journal on Optimization · 2010 · 5.9K citations

Computing, Computer Science, Algorithms +16

Exact Matrix Completion via Convex Optimization

Emmanuel J. Candès, Benjamin Recht · Foundations of Computational Mathematics · 2009 · 5.1K citations · Full text

Computing, Computer Science, Mathematics +15

Tensor Completion for Estimating Missing Values in Visual Data

Ji Liu, Przemysław Musialski, Peter Wonka et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 2.1K citations

Computing, Computer Science, Computer Vision +11

Matrix Completion With Noise

Emmanuel J. Candès, Yaniv Plan · Proceedings of the IEEE · 2010 · 1.7K citations · Full text

Computing, Computer Science, Computer Vision +14

NoiseSPY: A Real-Time Mobile Phone Platform for Urban Noise Monitoring and Mapping

Eiman Kanjo · Mobile Networks and Applications · 2009 · 275 citations

Computing, Information Technology, Urban Studies +14