Forecasting the Flow of Data Packets for Website Traffic Analysis - ASVR-Tuned ANFIS/NGARCH Approach.
Bao Rong ChangShi-Huang ChenHsiu Fen TsaiPublished in: ICONIP (2) (2006)
Keyphrases
- traffic analysis
- grey model
- support vector regression
- website
- hybrid model
- forecasting accuracy
- network security
- artificial neural networks
- network traffic
- support vector machine svm
- neural network
- support vector machine
- forecasting model
- internet traffic
- traffic data
- kernel function
- regression model
- cellular automata
- back propagation neural network
- web pages
- exponential smoothing
- support vector
- k nearest neighbor
- genetic algorithm
- demand forecasting
- load forecasting
- web logs
- travel time
- intrusion detection system