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 …
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 …
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 dendritic cell algorithm (DCA) is an immune-inspired algorithm, developed for the purpose of anomaly detection. The algorithm performs multi-sensor data fusion and …
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 …
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 …
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 …
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 …
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 …