Toward Intelligent Machine Learning Algorithms
Robert E. Stepp, Bradley L. Whitehall, Lawrence B. Holder · 1988
Continua on ravarsa if nacassary and idantify by block num bar)Machine learning knowledge-directed systems Uifif.nvcry ABSTRACT (Continua on reverse if nacassary and idantify by block numbar)Machine learning is recognized as a tool for improving the performance of many kinds of * systems, yet most machine learning systems themselves are not w ell equipped to improve their own learning performance.By emphasizing the role of domain knowledge, learning systems can be crafted as knowledge-directed systems, and with the addition of a knowledge store for organizing and maintaining knowledge to assist learning, a learning machine learning (¿-ML) algorithm is possible.The necessary components of ¿-ML systems are presented along with several case descriptions of existing machine learning systems that possess limited ¿-ML capabilities. 20.