2 citations · 2 across the 5 of their papers we have counts for
7 papers
Quiet in Class: Classification, Noise and the Dendritic Cell Algorithm
Feng Gu, Jan Feyereisl, Robert Oates +3
Theoretical analyses of the Dendritic Cell Algorithm (DCA) have yielded several criticisms about its underlying structure and operation. As a result, several alterations and fixes…
Theoretical formulation and analysis of the deterministic dendritic cell algorithm
Feng Gu, Julie Greensmith, Uwe Aickelin
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-…
PCA 4 DCA: The Application Of Principal Component Analysis To The Dendritic Cell Algorithm
Feng Gu, Julie Greensmith, Robert Oates +1
As one of the newest members in the field of artificial immune systems (AIS), the Dendritic Cell Algorithm (DCA) is based on behavioural models of natural dendritic cells (DCs). Un…
Integrating Real-Time Analysis With The Dendritic Cell Algorithm Through Segmentation
Feng Gu, Julie Greensmith, Uwe Aickelin
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…
Exploration Of The Dendritic Cell Algorithm Using The Duration Calculus
Feng Gu, Julie Greensmith, Uwe Aickelin
As one of the newest members in Artificial Immune Systems (AIS), the Dendritic Cell Algorithm (DCA) has been applied to a range of problems. These applications mainly belong to the…
Further Exploration of the Dendritic Cell Algorithm: Antigen Multiplier and Time Windows
Feng Gu, Julie Greensmith, Uwe Aickelin
As an immune-inspired algorithm, the Dendritic Cell Algorithm (DCA), produces promising performances in the field of anomaly detection. This paper presents the application of the D…