Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction

Proceedings of the 28th ACM International Conference on Information and Knowledge Management - CIKM '19 ◽

10.1145/3357384.3357832 ◽

2019 ◽

Author(s):

Zheyi Pan ◽

Zhaoyuan Wang ◽

Weifeng Wang ◽

Yong Yu ◽

Junbo Zhang ◽

...

Keyword(s):

Neural Networks ◽

Matrix Factorization ◽

Flow Prediction ◽

Spatio Temporal ◽

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Fine-Grained Urban Flow Prediction via a Spatio-Temporal Super-Resolution Scheme

Web and Big Data - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60290-1_29 ◽

2020 ◽

pp. 360-375

Author(s):

Rujia Shen ◽

Jian Xu ◽

Qing Bao ◽

Wei Li ◽

Hao Yuan ◽

...

Keyword(s):

Super Resolution ◽

Fine Grained ◽

Flow Prediction ◽

Resolution Scheme ◽

Spatio Temporal ◽

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Exploiting Spatio-Temporal Correlations with Multiple 3D Convolutional Neural Networks for Citywide Vehicle Flow Prediction

2018 IEEE International Conference on Data Mining (ICDM) ◽

10.1109/icdm.2018.00107 ◽

2018 ◽

Author(s):

Cen Chen ◽

Kenli Li ◽

Sin G. Teo ◽

Guizi Chen ◽

Xiaofeng Zou ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Temporal Correlations ◽

Flow Prediction ◽

Spatio Temporal

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Citywide Traffic Flow Prediction Based on Multiple Gated Spatio-temporal Convolutional Neural Networks

ACM Transactions on Knowledge Discovery from Data ◽

10.1145/3385414 ◽

2020 ◽

Vol 14 (4) ◽

pp. 1-23 ◽

Author(s):

Cen Chen ◽

Kenli Li ◽

Sin G. Teo ◽

Xiaofeng Zou ◽

Keqin Li ◽

...

Keyword(s):

Neural Networks ◽

Traffic Flow ◽

Convolutional Neural Networks ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Spatio Temporal

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Exploiting dynamic spatio-temporal correlations for citywide traffic flow prediction using attention based neural networks

Information Sciences ◽

10.1016/j.ins.2021.08.042 ◽

2021 ◽

Author(s):

Ahmad Ali ◽

Yanmin Zhu ◽

Muhammad Zakarya

Keyword(s):

Neural Networks ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Temporal Correlations ◽

Flow Prediction ◽

Spatio Temporal

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Faculty Opinions recommendation of Comparison of deep neural networks to spatio-temporal cortical dynamics of human visual object recognition reveals hierarchical correspondence.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.726413891.793534418 ◽

2017 ◽

Author(s):

Odelia Schwartz

Keyword(s):

Neural Networks ◽

Object Recognition ◽

Deep Neural Networks ◽

Visual Object ◽

Visual Object Recognition ◽

Cortical Dynamics ◽

Spatio Temporal

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Spatio-Temporal Neural Networks for Vision, Reasoning and Rapid Decision Making.

10.21236/ada299746 ◽

1995 ◽

Author(s):

Lokendra Shastri

Keyword(s):

Neural Networks ◽

Decision Making ◽

Spatio Temporal

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Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks

10.21437/interspeech.2018-1417 ◽

2018 ◽

Author(s):

Daniel Povey ◽

Gaofeng Cheng ◽

Yiming Wang ◽

Ke Li ◽

Hainan Xu ◽

...

Keyword(s):

Neural Networks ◽

Matrix Factorization ◽

Deep Neural Networks ◽

Low Rank ◽

Rank Matrix ◽

Low Rank Matrix

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Spatio-Temporal Recurrent Neural Networks Modeling for Number of Users Prediction on Wireless Traffic Networks

2020 4th International Conference on Informatics and Computational Sciences (ICICoS) ◽

10.1109/icicos51170.2020.9299085 ◽

2020 ◽

Author(s):

Ahmad Saikhu ◽

Agung Teguh Setyadi ◽

Yudhi Purwananto ◽

Arya Yudhi Wijaya

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Traffic Networks ◽

Spatio Temporal

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ADMT: Advanced Driver’s Movement Tracking system using Spatio-temporal interest points and maneuver anticipation using deep neural networks

IEEE Access ◽

10.1109/access.2021.3096032 ◽

2021 ◽

pp. 1-1

Author(s):

Shilpa Gite ◽

Biswajeet Pradhan ◽

Abdullah Alamri ◽

Ketan Kotecha

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Tracking System ◽

Interest Points ◽

Spatio Temporal ◽

Movement Tracking

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MS-Net: Multi-Source Spatio-Temporal Network for Traffic Flow Prediction

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2021.3067024 ◽

2021 ◽

pp. 1-14

Author(s):

Shen Fang ◽

Veronique Prinet ◽

Jianlong Chang ◽

Michael Werman ◽

Chunxia Zhang ◽

...

Keyword(s):

Traffic Flow ◽

Temporal Network ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Spatio Temporal

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