Transparent Data Mining for Big and Small Data: 32 (Studies in Big Data, 32) - Image 1

£102.60

Springer Transparent Data Mining for Big and Small Data: 32 (Studies in Big Data, 32)

Name: Transparent Data Mining for Big and Small Data: 32 (Studies in Big Data, 32)
Brand: Springer
Price: 99.37 GBP
Availability: InStock

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Product Description This book focuses on new and emerging data mining solutions that offer a greater level of transparency than existing solutions. Transparent data mining solutions with desirable properties (e.g. effective, fully automatic, scalable) are covered in the book. Experimental findings of transparent solutions are tailored to different domain experts, and experimental metrics for evaluating algorithmic transparency are presented. The book also discusses societal effects of black box vs. transparent approaches to data mining, as well as real-world use cases for these approaches. As algorithms increasingly support different aspects of modern life, a greater level of transparency is sorely needed, not least because discrimination and biases have to be avoided. With contributions from domain experts, this book provides an overview of an emerging area of data mining that has profound societal consequences, and provides the technical background to for readers to contribute to the field or to put existing approaches to practical use. From the Back Cover This book focuses on new and emerging data mining solutions that offer a greater level of transparency than existing solutions. Transparent data mining solutions with desirable properties (e.g. effective, fully automatic, scalable) are covered in the book. Experimental findings of transparent solutions are tailored to different domain experts, and experimental metrics for evaluating algorithmic transparency are presented. The book also discusses societal effects of black box vs. transparent approaches to data mining, as well as real-world use cases for these approaches. As algorithms increasingly support different aspects of modern life, a greater level of transparency is sorely needed, not least because discrimination and biases have to be avoided. With contributions from domain experts, this book provides an overview of an emerging area of data mining that has profound societal consequences, and provides the technical background to for readers to contribute to the field or to put existing approaches to practical use.

Product Specifications

Brand: Springer
Format: paperback
ASIN: 331985299X
Category: Books > Subjects > Business, Finance & Law > Law
Domain: Amazon UK
Release Date: 28 July 2018
Listed Since: 27 July 2018

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Springer Transparent Data Mining for Big and Small Data: 32 (Studies in Big Data, 32)

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