Mihaela Cocea: 2 books

Granular Computing Based Machine Learning

A Big Data Processing Approach

by Mihaela Cocea, Han Liu
Language: English
Release Date: November 4, 2017

This book explores the significant role of granular computing in advancing machine learning towards in-depth processing of big data. It begins by introducing the main characteristics of big data, i.e., the five Vs—Volume, Velocity, Variety, Veracity and Variability. The book explores granular computing...

Rule Based Systems for Big Data

A Machine Learning Approach

by Han Liu, Alexander Gegov, Mihaela Cocea
Language: English
Release Date: September 9, 2015

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. The book focuses on the development...