Network traffic matrix prediction with incomplete data via masked matrix modeling

A novel hybrid model combining a fuzzy inference system and a deep learning method for short-term traffic flow prediction

(2022) Yan Liu et al.   KNOWLEDGE-BASED SYSTEMS

ST-Tran: Spatial-Temporal Transformer for Cellular Traffic Prediction

(2021) Qingyao Liu et al.   IEEE COMMUNICATIONS LETTERS

Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation

(2021) Xinyu Chen et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Wireless Traffic Prediction With Scalable Gaussian Process: Framework, Algorithms, and Verification

(2019) Yue Xu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Accurate Recovery of Internet Traffic Data: A Sequential Tensor Completion Approach

(2018) Kun Xie et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Deep learning based matrix completion

(2017) Jicong Fan et al.   NEUROCOMPUTING

Image Super-Resolution Using Deep Convolutional Networks

(2016) Chao Dong et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Short-term traffic flow prediction using seasonal ARIMA model with limited input data

(2015) S. Vasantha Kumar et al.   European Transport Research Review

Short-term traffic flow prediction using seasonal ARIMA model with limited input data

(2015) S. Vasantha Kumar et al.   European Transport Research Review

Linearized Alternating Direction Method with Adaptive Penalty and Warm Starts for Fast Solving Transform Invariant Low-Rank Textures

(2013) Xiang Ren et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

An alternating direction algorithm for matrix completion with nonnegative factors

(2012) Yangyang Xu et al.   Frontiers of Mathematics in China

A Singular Value Thresholding Algorithm for Matrix Completion

(2010) Jian-Feng Cai et al.   SIAM JOURNAL ON OPTIMIZATION