Artificial Immune System for Forecasting Time Series with Multiple Seasonal Cycles

2013 ◽  
pp. 176-197
Author(s):  
Grzegorz Dudek
Keyword(s):  
Time Series ◽  
Immune System ◽  
Artificial Immune System ◽  
Seasonal Cycles ◽  
Artificial Immune

Predicting financial time series data using artificial immune system-inspired neural networks

2015 ◽  
Vol 5 (1) ◽  
pp. 45 ◽  
Author(s):  
Haya Al askar ◽  
David Lamb ◽  
Abir Jaafar Hussain ◽  
Dhiya Al Jumeily ◽  
Martin Randles ◽  
...  
Keyword(s):  
Neural Networks ◽  
Time Series ◽  
Immune System ◽  
Artificial Immune System ◽  
Time Series Data ◽  
Financial Time Series ◽  
Series Data ◽  
Artificial Immune ◽  
Financial Time

Network Security Situation Prediction Using Artificial Immune System and Phase Space Reconstruction

2010 ◽  
Vol 44-47 ◽  
pp. 3662-3666 ◽  
Author(s):  
Yuan Quan Shi ◽  
Tao Li ◽  
Wen Chen ◽  
Yan Ming Fu
Keyword(s):  
Time Series ◽  
Immune System ◽  
Phase Space ◽  
Network Security ◽  
Prediction Model ◽  
Artificial Immune System ◽  
Proper Time ◽  
Phase Space Reconstruction ◽  
Artificial Immune ◽  
Prediction Approach

To solve network security situation prediction problem, a novel Prediction approach for network security situation based on artificial Immune system and Phase Space Reconstruction (PIPSR) is proposed. In PIPSR, we use phase space reconstruction to analyze the time series of network security situation and to reconstruct proper time series phase space; then, we use immune evolution mechanism to construct corresponding prediction model for network security situation; and lastly we use this prediction model to forecast network security situation. The simulation results show that PIPSR can more exactly forecast the future network security situation than GAP and BPNNP.

scholarly journals Artificial Immune System analysis on Route Construction distribution of gas cylinders using the AINet Algorithm

2021 ◽  
Vol 1842 (1) ◽  
pp. 012001
Author(s):  
Chairun Nas ◽  
Nursaka Putra ◽  
Yeyi Gusla Nengsih ◽  
Ilwan Syafrinal
Keyword(s):  
Immune System ◽  
Artificial Immune System ◽  
System Analysis ◽  
Artificial Immune ◽  
Gas Cylinders
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