WebApr 1, 2024 · The efficiency of the promising deterministic dendritic cell algorithm (dDCA) in terms of anomaly detection has been demonstrated in large number of studies. However, the results of these studies also show that the signal calculation phase of dDCA depends on artificial experience, while the algorithm also lacks adaptability. WebThe Dendritic Cell Algorithm (DCA) and its improved version: Deterministic Dendritic Cell Algorithm (dDCA) are essentially binary classification algorithms based on the behavior of Dendritic Cells (DCs) in the immune system. Both DCA and dDCA collect and process the data in form of signals, and produce output signal.
An immune optimization based deterministic dendritic cell algorithm
WebThe dendritic cell algorithm is not specifically a algorithm of classification, it can be considered as a data filtering method for use in anomaly detection problems. The … WebTheoretical formulation and analysis of the deterministic dendritic cell algorithm As one of the emerging algorithms in the field of artificial immune systems (AIS), the dendritic cell … how philippines handled the pandemic
B-cell lineage neoplasms transdifferentiating into histiocytic
WebThe Dendritic Cell Algorithm (DCA) is a population-based binary classifier designed for anomaly detection. The algorithm is inspired by the function of DCs, which ... The implementation of the deterministic DCA performs linear calculations, having a low weight in computation and providing an alternative to solve the intrusion detection WebThe Dendritic Cell Algorithm. PhD thesis, The University of Nottingham, Computer Science, Jubilee Campus, Wollaton Road, Nottingham, NG8 1BB, 2007. Google Scholar; J. Greensmith and U. Aickelin. The deterministic dendritic cell algorithm. In 7th International Conference on Artificial Immune Systems (ICARIS2008), pages 291--303, 2008. WebMay 31, 2013 · Among them, the Dendritic Cell Algorithm (DCA) has produced promising results in various applications. The aim of this chapter is to demonstrate the potential for the DCA as a suitable candidate for intrusion detection problems. We review some of the commonly used AIS paradigms for intrusion detection problems and demonstrate the … how philippine economy works