On recurrent neural networks for auto-similar traffic prediction: A performance evaluation

Traffic Prediction ◽

Proceedings of the 2020 8th International Conference on Information and Education Technology ◽

Performance Evaluation of Feature Encoding Methods in Network Traffic Prediction Using Recurrent Neural Networks

10.1145/3395245.3396441 ◽

2020 ◽

Author(s):

Yusuke Tokuyama ◽

Ryo Miki ◽

Yukinobu Fukushima ◽

Yuya Tarutani ◽

Tokumi Yokohira

Keyword(s):

Neural Networks ◽

Performance Evaluation ◽

Network Traffic ◽

Traffic Prediction ◽

Feature Encoding

Cellular Traffic Prediction using Recurrent Neural Networks

2020 IEEE 5th International Symposium on Telecommunication Technologies (ISTT) ◽

10.1109/istt50966.2020.9279373 ◽

2020 ◽

Author(s):

Shan Jaffry ◽

Syed Faraz Hasan

Keyword(s):

Neural Networks ◽

Traffic Prediction ◽

Cellular Traffic

Graph Convolutional Recurrent Neural Networks: A Deep Learning Framework for Traffic Prediction

Graph Data Mining - Big Data Management ◽

10.1007/978-981-16-2609-8_9 ◽

2021 ◽

pp. 189-204

Author(s):

Dongwei Xu ◽

Hongwei Dai ◽

Qi Xuan

Keyword(s):

Neural Networks ◽

Deep Learning ◽

Traffic Prediction ◽

Learning Framework

Applied Soft Computing and Communication Networks - Lecture Notes in Networks and Systems ◽

Performance Evaluation of Recurrent Neural Networks for Short-Term Investment Decision in Stock Market

10.1007/978-981-15-3852-0_16 ◽

2020 ◽

pp. 247-261

Author(s):

Alexandre P. da Silva ◽

Silas S. L. Pereira ◽

Mário W. L. Moreira ◽

Joel J. P. C. Rodrigues ◽

Ricardo A. L. Rabêlo ◽

...

Keyword(s):

Neural Networks ◽

Performance Evaluation ◽

Stock Market ◽

Investment Decision ◽

Short Term ◽

Short Term Investment

2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) ◽

Network Traffic Prediction Using Recurrent Neural Networks

10.1109/icmla.2018.00035 ◽

2018 ◽

Cited By ~ 7

Author(s):

Nipun Ramakrishnan ◽

Tarun Soni

Keyword(s):

Neural Networks ◽

Network Traffic ◽

Traffic Prediction

A Performance Evaluation of Several Deep Neural Networks for Reverberant Speech Separation

2018 52nd Asilomar Conference on Signals, Systems, and Computers ◽

10.1109/acssc.2018.8645219 ◽

2018 ◽

Author(s):

Qingju Liu ◽

Wenwu Wang ◽

Philip J.B. Jackson ◽

Saeid Safavi

Keyword(s):

Neural Networks ◽

Performance Evaluation ◽

Deep Neural Networks ◽

Speech Separation ◽

Reverberant Speech ◽

A Performance Evaluation of Convolutional Neural Networks for Face Anti Spoofing

2019 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2019.8852422 ◽

2019 ◽

Cited By ~ 8

Author(s):

Chaitanya Nagpal ◽

Shiv Ram Dubey

Keyword(s):

Neural Networks ◽

Performance Evaluation ◽

Convolutional Neural Networks ◽

Using Noise Pollution Data for Traffic Prediction in Smart Cities: Experiments Based on LSTM Recurrent Neural Networks

IEEE Sensors Journal ◽

10.1109/jsen.2021.3100324 ◽

2021 ◽

pp. 1-1

Author(s):

Faraz Malik Awan ◽

Roberto Minerva ◽

Noel Crespi

Keyword(s):

Neural Networks ◽

Smart Cities ◽

Noise Pollution ◽

Traffic Prediction

Structure optimization of BiLinear Recurrent Neural Networks and its application to Ethernet network traffic prediction

Information Sciences ◽

10.1016/j.ins.2009.10.005 ◽

2013 ◽

Vol 237 ◽

pp. 18-28 ◽

Cited By ~ 24

Author(s):

Dong-Chul Park

Keyword(s):

Neural Networks ◽

Network Traffic ◽

Structure Optimization ◽

Traffic Prediction ◽

Ethernet Network

A Performance Evaluation of Several Artificial Neural Networks for Mapping Speech Spectrum Parameters

Communications in Computer and Information Science - High Performance Computing ◽

10.1007/978-3-030-41005-6_20 ◽

2020 ◽

pp. 291-306

Author(s):

Víctor Yeom-Song ◽

Marisol Zeledón-Córdoba ◽

Marvin Coto-Jiménez

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Performance Evaluation ◽

Speech Spectrum ◽

Artificial Neural ◽