ronment and user and learns incrementally. The methodology maintains a partial memory consisting of representative examples that provide the learner with a historical context and decrease learning time. Mechanisms for determining representative examples and for aging and maintaining these examples… … Figure 5: Partial memory incremental learning architecture and methodology. Initial experiments have been conducted using the dynamic knowledge-based application of computer intrusion detection, in which use patterns are learned for computer users for anomaly detection. Experimental comparisons…
Michalski, Ryszard · George mason univ fairfax va · Image processing · Learning machines · Computer vision · Algorithms · Neural nets · Optimization · Systems engineering · Data management · Infrared signatures · Target acquisition · Target recognition · Resolution · Efficiency · Input output processing · Rule based systems · Target discrimination · Synthetic aperture radar · Radar images · Infrared images · Data acquisition · Pattern recognition · Knowledge based systems · Research management · Radar signatures · Visual targets · Image registration · Object oriented programming
Internet Archive · Defense Technical Information Center · Public domain (US government work). Free to use for anything.
