Rule Based Systems for Big Data: A Machine Learning Approach by Han Liu,Alexander Gegov,Mihaela Cocea

By Han Liu,Alexander Gegov,Mihaela Cocea

The principles brought during this e-book discover the relationships between rule established platforms, laptop studying and massive info. Rule established platforms are visible as a different kind of specialist platforms, that are equipped by utilizing professional wisdom or studying from genuine information.

The e-book makes a speciality of the improvement and assessment of rule established structures by way of accuracy, potency and interpretability. particularly, a unified framework for construction rule established structures, which is composed of the operations of rule new release, rule simplification and rule illustration, is gifted. each one of those operations is particular utilizing particular equipment or innovations. moreover, this ebook additionally offers a few ensemble studying frameworks for development ensemble rule established platforms.

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