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Liu, Han, Gegov, Alexander, Cocea, Mihaela - Rule Based Systems for Big Data: A Machine Learning Approach (Studies in Big Data) - 9783319236957 - V9783319236957
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Rule Based Systems for Big Data: A Machine Learning Approach (Studies in Big Data)

€ 127.18
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Description for Rule Based Systems for Big Data: A Machine Learning Approach (Studies in Big Data) Hardcover. Series: Studies in Big Data. Num Pages: 121 pages, 33 black & white illustrations, 5 colour illustrations, biography. BIC Classification: UNF; UYQM. Category: (P) Professional & Vocational. Dimension: 247 x 190 x 319. Weight in Grams: 352.

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 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, ... Read more

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Product Details

Format
Hardback
Publication date
2015
Publisher
Springer
Condition
New
Series
Studies in Big Data
Number of Pages
121
Place of Publication
Cham, Switzerland
ISBN
9783319236957
SKU
V9783319236957
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

Reviews for Rule Based Systems for Big Data: A Machine Learning Approach (Studies in Big Data)
“The text is easily readable and nicely organized, deploying gradually the most important aspects encountered in the theory and practice of rule-based systems. … the book is recommended to researchers and practitioners who wish to apply sound methods for understanding and exploiting their big data, and for those who plan to direct their research toward rule-based methodologies.” (Lefteris Angelis, Computing ... Read more

Goodreads reviews for Rule Based Systems for Big Data: A Machine Learning Approach (Studies in Big Data)


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