The outcome of this research consists of theoretical results, performance measurements, implementation strategies and demonstration systems embodied by two deliverable software systems that will be made available to the members of the FSTC for field testing. Most of the essential elements of this system are nearing completion.
Much more work needs to be done to add new features and capabilities.
These will be ported to Java. Presently 4 machine learning algorithms are available. Their expertise will be leveraged to develop appropriate specialized tools for the fraud transaction learning task. The second, and complementary, software system we shall implement will utilize Java to encapsulate meta-learning agents architected by the host design system. Our meta-learning system is amenable to direct implementation as Java agents.