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Hybrid artificial immune algorithm for energy-efficient distributed flexible job shop in semiconductor manufacturing
In semiconductor manufacturing, constraints, including multiple scheduling routes, complex production processes, and robotic transportation,...
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Feature selection optimized by the artificial immune algorithm based on genome shuffling and conditional lethal mutation
Improving classification performance is an essential goal for various practical applications. Feature selection has become an important data...
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The Artificial Fish Swarm Algorithm Improved by Fireworks Algorithm
AbstractThe artificial fish swarm algorithm can achieve good convergence effects in the early stage, but in the late stage, the algorithm has the...
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A Framework of Intrusion Detection Inspired by Artificial Immune System
The Human Immune System categorizes substances into self and non-self to find intrusions. This idea provides a good model for intrusion detection...
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Innate immune memory and its application to artificial immune systems
The study of innate immune-based algorithms is an important research domain in Artificial Immune System (AIS), such as Dendritic Cell Algorithm...
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Artificial Immune System of Secure Face Recognition Against Adversarial Attacks
Deep learning-based face recognition models are vulnerable to adversarial attacks. In contrast to general noises, the presence of imperceptible...
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Training Artificial Immune Networks as Standalone Generative Models for Realistic Data Synthesis
In recent years, generative modelling has become a significant area of computer science research and artificial intelligence. This has been primarily...
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Assessing the Quality of Customer Service Based on the Emotional Satisfaction of Clients Using Artificial Immune System Technologies
AbstractThe article offers an approach to assessing customer satisfaction based on the recognition of emotional states of clients before and after...
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Immune optimization inspired artificial natural killer cell earthquake prediction method
The occurrence of destructive earthquakes is a small probability event, that is, the seismic samples are extremely imbalanced, which increases the...
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Biologically Inspired Unified Artificial Immune System for Industrial Equipment Diagnostic
Modern high-tech industrial enterprises are equipped with sophisticated equipment and microprocessor technology. The maintenance of such production...
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Task planning of space debris removal based on a hierarchical exploration artificial bee colony algorithm
Space debris poses a potentially catastrophic risk to large-scale LEO constellations due to its substantial cascading effects, thereby rendering...
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Unsupervised anomaly detection for network traffic using artificial immune network
In the existing approaches of multifarious knowledge based anomaly detection for network traffic, the priori knowledge labelled by human experts has...
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A novel immune detector training method for network anomaly detection
The artificial immune system and network anomaly detection system are developed with common goals and principles considered. Moreover, artificial...
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A Germinal Center Artificial Immune System for Black Box Test Selection
The rise of computer science has given engineers more opportunities to automate tasks. A prime example is testing which is moving from a manual to an...
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RIN: Towards a Semantic Rigorous Interpretable Artificial Immune System for Intrusion Detection
The Internet is the most complex machine humankind has ever built, and how to defense it from intrusions is even more complex. With the ever...
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Self-updating continual learning classification method based on artificial immune system
Currently, major classification methods belong to batch learning methods, which need to obtain all data once before learning. However, in practice,...
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MOAVOA: a new multi-objective artificial vultures optimization algorithm
This paper presents a multi-objective version of the artificial vultures optimization algorithm (AVOA) for a multi-objective optimization problem...
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Accelerating Cyber-Breach Investigations Through Novel Use of Artificial Immune System Algorithms
The use of artificial immune systems for investigation of cyber-security breaches is presented. Manual reviews of disk images are impractical because...
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Artificial Immune Systems Approach for Surface Reconstruction of Shapes with Large Smooth Bumps
Reverse engineering is one of the classical approaches for quailty assessment in industrial manufacturing. A key technology in reverse engineering is...
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Control of Feed Drives in CNC Machine Tools Using Artificial Immune Adaptive Strategy
From simple machines in the beginning to extremely complex systems that offer a great deal of productivity and flexibility, CNC machine tools have...