Analyzing the Impact of Outlier Data Points on Multi-Step Internet Traffic Prediction Using Deep Sequence Models
Author:
Affiliation:
1. Department of Computer Science, Western University, London, ON, Canada
2. Juniper Networks, Kanata, ON, Canada
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Computer Networks and Communications
Link
http://xplorestaging.ieee.org/ielx7/4275028/10168539/10082966.pdf?arnumber=10082966
Reference65 articles.
1. Deep Learning-Based Weather Prediction: A Survey
2. Attention is all you need;vaswani;Proc Adv Neural Inf Process Syst,2017
3. A Deep Learning-based Cryptocurrency Price Prediction Scheme for Financial Institutions
4. Sequence to sequence learning with neural networks;sutskever;Proc Adv Neural Inf Process Syst,2014
5. Network Traffic Prediction Using Online-Sequential Extreme Learning Machine
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