Get Free Shipping on orders over $79
Transparent Data Mining for Big and Small Data : Engineering (R0) - Daniele Quercia

Transparent Data Mining for Big and Small Data

By: Daniele Quercia (Editor), Frank Pasquale (Editor), Tania Cerquitelli (Editor)

eText | 9 May 2017

At a Glance

eText


$189.00

or 4 interest-free payments of $47.25 with

 or 

Instant online reading in your Booktopia eTextbook Library *

Why choose an eTextbook?

Instant Access *

Purchase and read your book immediately

Read Aloud

Listen and follow along as Bookshelf reads to you

Study Tools

Built-in study tools like highlights and more

* eTextbooks are not downloadable to your eReader or an app and can be accessed via web browsers only. You must be connected to the internet and have no technical issues with your device or browser that could prevent the eTextbook from operating.

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.

on
Desktop
Tablet
Mobile

More in Data Mining

Investing for Programmers - Stefan Papp

eBOOK

Conquering the Decision Abyss - Keith Hartley

eBOOK

RRP $15.39

$14.99

Data Engineering for Data-Driven Marketing - Balamurugan Baluswamy

eBOOK

RRP $186.40

$158.99

15%
OFF