T-product factorization method for internet traffic data completion with spatio-temporal regularization

Computational Optimization and Applications ◽

10.1007/s10589-021-00315-1 ◽

2021 ◽

Author(s):

Chen Ling ◽

Gaohang Yu ◽

Liqun Qi ◽

Yanwei Xu

Keyword(s):

Factorization Method ◽

Internet Traffic ◽

Traffic Data ◽

Data Completion ◽

Spatio Temporal

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A Barzilai–Borwein Gradient Algorithm for Spatio-Temporal Internet Traffic Data Completion via Tensor Triple Decomposition

Journal of Scientific Computing ◽

10.1007/s10915-021-01574-0 ◽

2021 ◽

Vol 88 (3) ◽

Author(s):

Yannan Chen ◽

Xinzhen Zhang ◽

Liqun Qi ◽

Yanwei Xu

Keyword(s):

Internet Traffic ◽

Gradient Algorithm ◽

Traffic Data ◽

Data Completion ◽

Spatio Temporal

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Robust Spatio-temporal Tensor Recovery for Internet Traffic Data

2016 IEEE Trustcom/BigDataSE/ISPA ◽

10.1109/trustcom.2016.0221 ◽

2016 ◽

Author(s):

Huibin Zhou ◽

Dafang Zhang ◽

Kun Xie ◽

Yuxiang Chen

Keyword(s):

Internet Traffic ◽

Traffic Data ◽

Tensor Recovery ◽

Spatio Temporal

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Spatio-temporal tensor completion for imputing missing internet traffic data

2015 IEEE 34th International Performance Computing and Communications Conference (IPCCC) ◽

10.1109/pccc.2015.7410315 ◽

2015 ◽

Author(s):

Huibin Zhou ◽

Dafang Zhang ◽

Kun Xie ◽

Yuxiang Chen

Keyword(s):

Internet Traffic ◽

Traffic Data ◽

Tensor Completion ◽

Spatio Temporal

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A tensor train approach for internet traffic data completion

Annals of Operations Research ◽

10.1007/s10479-021-04147-4 ◽

2021 ◽

Author(s):

Zhiyuan Zhang ◽

Chen Ling ◽

Hongjin He ◽

Liqun Qi

Keyword(s):

Internet Traffic ◽

Traffic Data ◽

Data Completion

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Spatio-temporal compressive sensing and internet traffic matrices

Proceedings of the ACM SIGCOMM 2009 conference on Data communication - SIGCOMM '09 ◽

10.1145/1592568.1592600 ◽

2009 ◽

Author(s):

Yin Zhang ◽

Matthew Roughan ◽

Walter Willinger ◽

Lili Qiu

Keyword(s):

Compressive Sensing ◽

Internet Traffic ◽

Spatio Temporal

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Mining Dependencies Considering Time Lag in Spatio-Temporal Traffic Data

Web-Age Information Management - Lecture Notes in Computer Science ◽

10.1007/978-3-319-21042-1_23 ◽

2015 ◽

pp. 285-296 ◽

Author(s):

Xiabing Zhou ◽

Haikun Hong ◽

Xingxing Xing ◽

Wenhao Huang ◽

Kaigui Bian ◽

...

Keyword(s):

Time Lag ◽

Traffic Data ◽

Spatio Temporal

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Spatio-Temporal Clustering of Traffic Data with Deep Embedded Clustering

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Prediction of Human Mobility - PredictGIS'19 ◽

10.1145/3356995.3364537 ◽

2019 ◽

Author(s):

Reza Asadi ◽

Amelia Regan

Keyword(s):

Traffic Data ◽

Temporal Clustering ◽

Spatio Temporal

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Spatio-temporal Anomaly Detection in Traffic Data

Proceedings of the 2nd International Symposium on Computer Science and Intelligent Control - ISCSIC '18 ◽

10.1145/3284557.3284725 ◽

2018 ◽

Author(s):

Qing Wang ◽

Weifeng Lv ◽

Bowen Du

Keyword(s):

Anomaly Detection ◽

Traffic Data ◽

Spatio Temporal

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Multi-view Low Rank Representation for Multi-Source Traffic Data Completion

International Journal of Intelligent Transportation Systems Research ◽

10.1007/s13177-018-0175-5 ◽

2019 ◽

Vol 17 (3) ◽

pp. 200-211

Author(s):

Rong Du ◽

Shudong Chen

Keyword(s):

Low Rank ◽

Traffic Data ◽

Data Completion ◽

Low Rank Representation

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Discovering spatio-temporal causal interactions in traffic data streams

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11 ◽

10.1145/2020408.2020571 ◽

2011 ◽

Author(s):

Wei Liu ◽

Yu Zheng ◽

Sanjay Chawla ◽

Jing Yuan ◽

Xie Xing

Keyword(s):

Data Streams ◽

Traffic Data ◽

Spatio Temporal

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