[HTML][HTML] A review on immune-inspired node fault detection in wireless sensor networks with a focus on the danger theory

D Widhalm, KM Goeschka, W Kastner - Sensors, 2023 - mdpi.com
The use of fault detection and tolerance measures in wireless sensor networks is inevitable
to ensure the reliability of the data sources. In this context, immune-inspired concepts offer …

The deterministic dendritic cell algorithm

J Greensmith, U Aickelin - International conference on artificial immune …, 2008 - Springer
Abstract The Dendritic Cell Algorithm is an immune-inspired algorithm originally based on
the function of natural dendritic cells. The original instantiation of the algorithm is a highly …

A survey of the dendritic cell algorithm

Z Chelly, Z Elouedi - Knowledge and Information Systems, 2016 - Springer
The dendritic cell algorithm (DCA) is a classification algorithm based on the functioning of
natural immune dendritic cells. Recently, the DCA has caught the attention of researchers …

Theoretical formulation and analysis of the deterministic dendritic cell algorithm

F Gu, J Greensmith, U Aickelin - Biosystems, 2013 - Elsevier
As one of the emerging algorithms in the field of artificial immune systems (AIS), the dendritic
cell algorithm (DCA) has been successfully applied to a number of challenging real-world …

The DCA: SOMe comparison: A comparative study between two biologically inspired algorithms

J Greensmith, J Feyereisl, U Aickelin - Evolutionary Intelligence, 2008 - Springer
The dendritic cell algorithm (DCA) is an immune-inspired algorithm, developed for the
purpose of anomaly detection. The algorithm performs multi-sensor data fusion and …

Artificial dendritic cells: multi-faceted perspectives

J Greensmith, U Aickelin - Human-Centric Information Processing Through …, 2009 - Springer
Dendritic cells are the crime scene investigators of the human immune system. Their
function is to correlate potentially anomalous invading entities with observed damage to the …

The dendritic cell algorithm for intrusion detection

F Gu, J Greensmith, U Aickelin - Biologically Inspired Networking and …, 2012 - igi-global.com
As one of the solutions to intrusion detection problems, Artificial Immune Systems (AIS) have
shown their advantages. Unlike genetic algorithms, there is no one archetypal AIS, instead …

Integrating real-time analysis with the dendritic cell algorithm through segmentation

F Gu, J Greensmith, U Aickelin - … of the 11th Annual conference on …, 2009 - dl.acm.org
As an immune inspired algorithm, the Dendritic Cell Algorithm (DCA) has been applied to a
range of problems, particularly in the area of intrusion detection. Ideally, the intrusion …

Geometrical insights into the dendritic cell algorithm

T Stibor, R Oates, G Kendall, JM Garibaldi - Proceedings of the 11th …, 2009 - dl.acm.org
This work examines the dendritic cell algorithm (DCA) from a mathematical perspective. By
representing the signal processing phase of the algorithm using the dot product it is shown …

[PDF][PDF] Theoretical and empirical extensions of the dendritic cell algorithm

F Gu - 2011 - researchgate.net
Abstract The area of Artificial Immune Systems (AIS) that bridges immunology, computer
science, engineering and mathematics, has gained great interests in the last decade. One of …