3 papers
cs.LG2013
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…
cs.AI2010
The Application of a Dendritic Cell Algorithm to a Robotic Classifier
Robert Oates, Julie Greensmith, Uwe Aickelin +2
The dendritic cell algorithm is an immune-inspired technique for processing time-dependant data. Here we propose it as a possible solution for a robotic classification problem. The…
cs.AI2010
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…