Support vector domain description
Pattern Recognition Letters - Special issue on pattern recognition in practice VI
Artificial Immune Systems: A New Computational Intelligence Paradigm
Artificial Immune Systems: A New Computational Intelligence Paradigm
A Neural Network Diagnosis Approach for Analog Circuits
Applied Intelligence
Self-Nonself Discrimination in a Computer
SP '94 Proceedings of the 1994 IEEE Symposium on Security and Privacy
On-Chip Impulse Response Generation for Analog and Mixed-Signal Testing
ITC '04 Proceedings of the International Test Conference on International Test Conference
Applicability issues of the real-valued negative selection algorithms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
The Deterministic Dendritic Cell Algorithm
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Geometrical insights into the dendritic cell algorithm
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
AHS '09 Proceedings of the 2009 NASA/ESA Conference on Adaptive Hardware and Systems
A modified dendritic cell algorithm for on-line error detection in robotic systems
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Real-valued negative selection algorithm with a Quasi-Monte Carlo genetic detector generation
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
Introducing dendritic cells as a novel immune-inspired algorithm for anomaly detection
ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems
A comparative study of real-valued negative selection to statistical anomaly detection techniques
ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems
Application areas of AIS: the past, the present and the future
ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems
Fault diagnosis of electronic systems using intelligent techniques: a review
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Revisiting the Foundations of Artificial Immune Systems for Data Mining
IEEE Transactions on Evolutionary Computation
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This work presents the early stages of the development of a fault detection system based on the Dendritic Cell Algorithm. The system is designed to detect parametric faults in linear time invariant circuits. The safe signal is related to the mean square error between the PAA representations of the impulse responses of the circuit under test and the golden circuit. The danger signal is related to the variation of that error. Instead of using a weighted sum with fixed weights, a fuzzy inference system (FIS) is used, since it is easier to define linguistic rules to infer the combination of the signals than to find appropriate weight values.