Self-adaptive mobile web service discovery approach based on modified negative selection algorithm

A negative selection algorithm with hypercube interface detectors for anomaly detection

“…Thus, normal training samples and a few abnormal samples can generate enough detectors so that the coverage of the non-self space is higher [28]. A modified NSA (M-NSA) based on adaptive mobile network services is proposed to improve the effectiveness and accuracy of MWS discovery [12]. A hybrid real-valued NSA (V-Detector-kNN) is proposed.…”