专题:Artificial Immune Systems Applications

This cluster of papers explores the concept of artificial immune systems, drawing inspiration from the biological immune system to develop computational models for tasks such as pattern recognition, optimization, intrusion detection, and anomaly detection. The papers cover topics such as clonal selection algorithms, negative selection algorithms, dendritic cells, self-nonself discrimination, and their applications in various fields.
最新文献
Riemannian Online Learning

article Full Text OpenAlex

A Systematic Literature Review of Swarm Intelligence (SI) Toward Target Search Problems

article Full Text OpenAlex

An Outlier Detection Algorithm Based on Multimodal Granular Distances

article Full Text OpenAlex

MambaShield: Resilient Temporally-Aware Intrusion Detection Based on Selective State Space Models

preprint Full Text OpenAlex

Auf ein Bier mit einem Zombieforscher

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Optimizing feature selection in imbalanced intrusion detection system using hybrid metaheuristics algorithms for wireless sensor networks

article Full Text OpenAlex

Preventing Model Poisoning Through Artificial Immune Networks

book-chapter Full Text OpenAlex

Graph-Based Temporal Attention Network for Anomaly Recognition in Internet of Things Video Surveillance

article Full Text OpenAlex

Multi-prompt learning for robust weakly supervised video anomaly detection via long-video understanding

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Improving linear support vector machine classifier using mutual information feature weighting for intrusion detection system

article Full Text OpenAlex

近5年高被引文献
A Review on Representative Swarm Intelligence Algorithms for Solving Optimization Problems: Applications and Trends

review Full Text OpenAlex 671 FWCI13.077

Review of swarm intelligence-based feature selection methods

article Full Text OpenAlex 380 FWCI37.845

Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning

article Full Text OpenAlex 310 FWCI25.677

War Strategy Optimization Algorithm: A New Effective Metaheuristic Algorithm for Global Optimization

article Full Text OpenAlex 288 FWCI35.826

A Fast Hybrid Feature Selection Based on Correlation-Guided Clustering and Particle Swarm Optimization for High-Dimensional Data

article Full Text OpenAlex 256 FWCI24.638

Enhanced whale optimization algorithm for medical feature selection: A COVID-19 case study

article Full Text OpenAlex 232 FWCI28.635

MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection

article Full Text OpenAlex 219 FWCI18.425

A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction

article Full Text OpenAlex 212 FWCI18.033

A comprehensive survey and taxonomy of the SVM-based intrusion detection systems

article Full Text OpenAlex 212 FWCI24.844

A Survey of Learning-Based Intelligent Optimization Algorithms

article Full Text OpenAlex 200 FWCI20.421