Network traffic prediction model based on ensemble empirical mode decomposition and multiple models

An improved fruit fly algorithm-unscented Kalman filter-echo state network method for time series prediction of the network traffic data with noises

(2020) Ying Han et al.   TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL

Network‐wide traffic speed forecasting: 3D convolutional neural network with ensemble empirical mode decomposition

(2020) Shuaichao Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Short-term wind speed prediction based on LMD and improved FA optimized combined kernel function LSSVM

(2020) Zhongda Tian   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

An Energy-Efficient Networking Approach in Cloud Services for IIoT Networks

(2020) Dingde Jiang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Network traffic prediction method based on wavelet transform and multiple models fusion

(2020) Zhongda Tian   INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS

Wavelet neural network with SOA based on dynamic adaptive search step size for network traffic prediction

(2020) Hongjun Yang   OPTIK

BLATTA: Early Exploit Detection on Network Traffic with Recurrent Neural Networks

(2020) Baskoro A. Pratomo et al.   Security and Communication Networks

Empirical mode decomposition and its variants: a review with applications in structural health monitoring

(2020) Mohamed Barbosh et al.   Smart Materials and Structures

Forecasting the monthly iron ore import of China using a model combining empirical mode decomposition, non-linear autoregressive neural network, and autoregressive integrated moving average

(2020) Zheng-Xin Wang et al.   APPLIED SOFT COMPUTING

Backtracking search optimization algorithm-based least square support vector machine and its applications

(2020) Zhongda Tian   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Multi-objective ensembles of echo state networks and extreme learning machines for streamflow series forecasting

(2020) Victor Henrique Alves Ribeiro et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A Performance Measurement and Analysis Method for Software-Defined Networking of IoV

(2020) Dingde Jiang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Lessons from "on the self-similar nature of ethernet traffic"

(2019) Walter Willinger et al.   ACM SIGCOMM Computer Communication Review

Generation of Synthetic Network Traffic Series Using a Transformed Autoregressive Model Based Adaptive Algorithm

(2019) Alisson Assis Cardoso et al.   IEEE Latin America Transactions

Chaotic characteristic analysis of network traffic time series at different time scales

(2019) Zhongda Tian   CHAOS SOLITONS & FRACTALS

Big Data Analysis Based Network Behavior Insight of Cellular Networks for Industry 4.0 Applications

(2019) Dingde Jiang et al.   IEEE Transactions on Industrial Informatics

Network traffic forecasting model based on long-term intuitionistic fuzzy time series

(2019) Xiaoshi Fan et al.   INFORMATION SCIENCES

A Novel Flash P2P Network Traffic Prediction Algorithm based on ELMD and Garch

(2019) Yimu Ji et al.   INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING

Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study

(2019) Mohamed Amine Ferrag et al.   Journal of Information Security and Applications

Evolving Deep Echo State Networks for Intelligent Fault Diagnosis

(2019) Jianyu Long et al.   IEEE Transactions on Industrial Informatics

Anomaly network traffic detection algorithm based on information entropy measurement under the cloud computing environment

(2018) Chen Yang   Cluster Computing-The Journal of Networks Software Tools and Applications

Web traffic anomaly detection using C-LSTM neural networks

(2018) Tae-Young Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fuzzy neural network optimization and network traffic forecasting based on improved differential evolution

(2018) Yue Hou et al.   Future Generation Computer Systems-The International Journal of eScience

A Joint Multi-Criteria Utility-Based Network Selection Approach for Vehicle-to-Infrastructure Networking

(2018) Dingde Jiang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Telecommunication Traffic Prediction Based on Improved LSSVM

(2018) Jun-Xia Liu et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Dynamic Bandwidth Allocation for Video Traffic Using FARIMA-Based Forecasting Models

(2018) Christos Katris et al.   Journal of Network and Systems Management

Classifying IoT Devices in Smart Environments Using Network Traffic Characteristics

(2018) Arunan Sivanathan et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Multiple-Step-Ahead Traffic Prediction in High-Speed Networks

(2018) Abdolkhalegh Bayati et al.   IEEE COMMUNICATIONS LETTERS

An Improved Stacked Auto-Encoder for Network Traffic Flow Classification

(2018) Peng Li et al.   IEEE NETWORK

Detecting anomalous traffic in the controlled network based on cross entropy and support vector machine

(2018) Weijie Han et al.   IET Information Security

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

A Network Traffic Prediction Model Based on Quantum-Behaved Particle Swarm Optimization Algorithm and Fuzzy Wavelet Neural Network

(2016) Kun Zhang et al.   DISCRETE DYNAMICS IN NATURE AND SOCIETY

A Novel DoS and DDoS Attacks Detection Algorithm Using ARIMA Time Series Model and Chaotic System in Computer Networks

(2016) Seyyed Meysam Tabatabaie Nezhad et al.   IEEE COMMUNICATIONS LETTERS

Prediction for network traffic of radial basis function neural network model based on improved particle swarm optimization algorithm

(2016) Weijie Zhang et al.   NEURAL COMPUTING & APPLICATIONS

Traffic Anomaly Detection Algorithm for Wireless Sensor Networks Based on Improved Exploitation of the GM(1,1) Model

(2016) Qin Yu et al.   International Journal of Distributed Sensor Networks

An Improved ARIMA-Based Traffic Anomaly Detection Algorithm for Wireless Sensor Networks

(2016) Qin Yu et al.   International Journal of Distributed Sensor Networks

A reconstructing approach to end-to-end network traffic based on multifractal wavelet model

(2013) Laisen Nie et al.   INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS