Könyv Rule Based Systems for Big Data Han Liu

Rule Based Systems for Big Data

A Machine Learning Approach

Nyelv: Angol
Kötés: Kemény kötésű
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
38 497 Ft
The ideas introduced in this book explore the relationships among rule based systems, machine learni...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2015
oldal
121
EAN
9783319236957
ISBN
3319236954
Enbook ID
09493642
Súly
352
Méretek
190 x 247 x 319

Teljes leírás

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, this book also presents some ensemble learning frameworks for building ensemble rule based systems.§

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