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R Deep Learning Projects
book

R Deep Learning Projects

by Yuxi (Hayden) Liu, Pablo Maldonado
February 2018
Beginner to intermediate
258 pages
5h 47m
English
Packt Publishing
Content preview from R Deep Learning Projects

Text fraud detection

Fraud has become an issue beyond the traditional transaction fraud. Many websites, for instance, rely on user reviews about services, such as restaurants, hotels or tourist attractions, that are monetized in different ways. If the users lose trust in those reviews, for example, by a business owner deliberately messing with the good reviews for his or her own business, then the website will find it hard to regain that trust and to remain profitable. Hence, it is important to detect such potential issues. 

How can autoencoders help us with this? As before, the idea is to learn the representation of a normal review on a website, and then find those that do not fit the normal review. The issue with text data is that there ...

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Publisher Resources

ISBN: 9781788478403