Non-euclidean Data-Driven Modeling Using Graph Convolutional Neural Networks

Data-Driven Modeling of Cyber-Physical Systems using Side-Channel Analysis ◽

10.1007/978-3-030-37962-9_9 ◽

2020 ◽

pp. 185-207

Author(s):

Sujit Rokka Chhetri ◽

Mohammad Abdullah Al Faruque

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Data Driven ◽

Data Driven Modeling

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Data-driven modeling of geometry-adaptive steady heat conduction based on convolutional neural networks

Case Studies in Thermal Engineering ◽

10.1016/j.csite.2021.101651 ◽

2021 ◽

Vol 28 ◽

pp. 101651

Author(s):

Jiang-Zhou Peng ◽

Xianglei Liu ◽

Nadine Aubry ◽

Zhihua Chen ◽

Wei-Tao Wu

Keyword(s):

Neural Networks ◽

Heat Conduction ◽

Convolutional Neural Networks ◽

Data Driven ◽

Data Driven Modeling ◽

Steady Heat Conduction ◽

Steady Heat

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Improving data-driven global weather prediction using deep convolutional neural networks on a cubed sphere

10.1002/essoar.10502543.1 ◽

2020 ◽

Cited By ~ 2

Author(s):

Jonathan A Weyn ◽

Dale Richard Durran ◽

Rich Caruana

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Weather Prediction ◽

Data Driven ◽

Deep Convolutional Neural Networks ◽

Cubed Sphere

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A Data-Driven No-Reference Image Quality Assessment via Deep Convolutional Neural Networks

Advances in Multimedia Information Processing – PCM 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00767-6_34 ◽

2018 ◽

pp. 361-371

Author(s):

Yezhao Fan ◽

Yuchen Zhu ◽

Guangtao Zhai ◽

Jia Wang ◽

Jing Liu

Keyword(s):

Neural Networks ◽

Image Quality ◽

Quality Assessment ◽

Convolutional Neural Networks ◽

Image Quality Assessment ◽

Data Driven ◽

Reference Image ◽

Deep Convolutional Neural Networks

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A data‐driven probabilistic power flow method based on convolutional neural networks

International Transactions on Electrical Energy Systems ◽

10.1002/2050-7038.12367 ◽

2020 ◽

Vol 30 (7) ◽

Author(s):

Dawei Wang ◽

Kedi Zheng ◽

Qixin Chen ◽

Xuan Zhang ◽

Gang Luo

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Power Flow ◽

Data Driven ◽

Flow Method ◽

Probabilistic Power Flow ◽

Power Flow Method

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Deep Convolutional Neural Networks with transfer learning for computer vision-based data-driven pavement distress detection

Construction and Building Materials ◽

10.1016/j.conbuildmat.2017.09.110 ◽

2017 ◽

Vol 157 ◽

pp. 322-330 ◽

Cited By ~ 204

Author(s):

Kasthurirangan Gopalakrishnan ◽

Siddhartha K. Khaitan ◽

Alok Choudhary ◽

Ankit Agrawal

Keyword(s):

Neural Networks ◽

Computer Vision ◽

Transfer Learning ◽

Convolutional Neural Networks ◽

Data Driven ◽

Deep Convolutional Neural Networks ◽

Pavement Distress ◽

Pavement Distress Detection

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Data-driven modeling for boiling heat transfer: Using deep neural networks and high-fidelity simulation results

Applied Thermal Engineering ◽

10.1016/j.applthermaleng.2018.08.041 ◽

2018 ◽

Vol 144 ◽

pp. 305-320 ◽

Cited By ~ 18

Author(s):

Yang Liu ◽

Nam Dinh ◽

Yohei Sato ◽

Bojan Niceno

Keyword(s):

Heat Transfer ◽

Neural Networks ◽

Boiling Heat Transfer ◽

Deep Neural Networks ◽

Data Driven ◽

High Fidelity ◽

High Fidelity Simulation ◽

Simulation Results ◽

Data Driven Modeling

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Evolving General Regression Neural Networks using Limited Incremental Evolution for Data-Driven Modeling of Non-linear Dynamic Systems

2018 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci.2018.8628909 ◽

2018 ◽

Cited By ~ 3

Author(s):

Ahmad Jobran Al-Mahasneh ◽

Sreenatha G. Anavatti ◽

Matthew A. Garratt ◽

Mahardhika Pratama

Keyword(s):

Neural Networks ◽

Dynamic Systems ◽

Data Driven ◽

Linear Dynamic Systems ◽

Linear Dynamic ◽

Incremental Evolution ◽

Non Linear ◽

General Regression Neural Networks ◽

Data Driven Modeling ◽

General Regression

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Data Driven Sensing for Action Recognition Using Deep Convolutional Neural Networks

Lecture Notes in Computer Science - Pattern Recognition and Machine Intelligence ◽

10.1007/978-3-030-34869-4_28 ◽

2019 ◽

pp. 250-259

Author(s):

Ronak Gupta ◽

Prashant Anand ◽

Vinay Kaushik ◽

Santanu Chaudhury ◽

Brejesh Lall

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Action Recognition ◽

Data Driven ◽

Deep Convolutional Neural Networks

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Data-Driven Template Discovery Using Graph Convolutional Neural Networks

2020 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata50022.2020.9378318 ◽

2020 ◽

Author(s):

Mikel Joaristi ◽

Sumit Purohit ◽

Rahul Deshmukh ◽

George Chin

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Data Driven

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A data-driven CO2 leakage detection using seismic data and spatial–temporal densely connected convolutional neural networks

International Journal of Greenhouse Gas Control ◽

10.1016/j.ijggc.2019.102790 ◽

2019 ◽

Vol 90 ◽

pp. 102790 ◽

Cited By ~ 1

Author(s):

Zheng Zhou ◽

Youzuo Lin ◽

Zhongping Zhang ◽

Yue Wu ◽

Zan Wang ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Seismic Data ◽

Data Driven ◽

Leakage Detection ◽

Co2 Leakage

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