The ideas introduced in this book explore the relationships among rule based systems, machine learning and big data. Rule based systems are seen as a special type of expert systems, which can be built by using expert knowledge or learning from real data.
In 2004 the author compiled a “book” intended for family members, entitled “I Remember It Well”, comprised of letters completion of his university studies, from 1965-1967, during which time he hitchhiked, youth-hosteled and worked his way throughout most of Western Europe. In concluding that "book" he noted that over the intervening home, travel…
The book focuses on the development and evaluation of rule based systems in terms of accuracy, efficiency and interpretability. In particular, a unified framework for building rule based systems, which consists of the operations of rule generation, rule simplification and rule representation, is presented. Each of these operations is detailed using specific methods or techniques. In addition, this book also presents some ensemble learning frameworks for building ensemble rule based systems.
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