Welcome to the InfoSci Platform
A Survey on Deep Learning Techniques Used for Quality Process

A Survey on Deep Learning Techniques Used for Quality Process

Vanyashree Mardi, Naresh E., Vijaya Kumar B. P.
Copyright: © 2019 |Pages: 22
ISBN13: 9781522578628|ISBN10: 1522578625|EISBN13: 9781522578635
DOI: 10.4018/978-1-5225-7862-8.ch008
Cite Chapter Cite Chapter

MLA

Mardi, Vanyashree, et al. "A Survey on Deep Learning Techniques Used for Quality Process." Handbook of Research on Deep Learning Innovations and Trends, edited by Aboul Ella Hassanien, et al., IGI Global, 2019, pp. 131-152. https://doi.org/10.4018/978-1-5225-7862-8.ch008

APA

Mardi, V., Naresh E., & Vijaya Kumar B. P. (2019). A Survey on Deep Learning Techniques Used for Quality Process. In A. Hassanien, A. Darwish, & C. Chowdhary (Eds.), Handbook of Research on Deep Learning Innovations and Trends (pp. 131-152). IGI Global. https://doi.org/10.4018/978-1-5225-7862-8.ch008

Chicago

Mardi, Vanyashree, Naresh E., and Vijaya Kumar B. P. "A Survey on Deep Learning Techniques Used for Quality Process." In Handbook of Research on Deep Learning Innovations and Trends, edited by Aboul Ella Hassanien, Ashraf Darwish, and Chiranji Lal Chowdhary, 131-152. Hershey, PA: IGI Global, 2019. https://doi.org/10.4018/978-1-5225-7862-8.ch008

Export Reference

Mendeley
Favorite

Abstract

In the current era, software development and software quality has become extensively important for implementing the real-world software application, and it will enhance the software functionality. Moreover, early prediction of expected error and fault level in the quality process is critical to the software development process. Deep learning techniques are the most appropriate methods for this problem, and this chapter carries out an extensive systematic survey on a variety of deep learning. These techniques are used in the software quality process along with a hypothesis justification for each of the proposed solutions. The deep learning and machine learning techniques are considered to be the most suitable systems for software quality prediction. Deep learning is a computational model made up of various hidden layers of investigation used to portray of information with the goal that researchers can better understand complex information issues.

Request Access

You do not own this content. Please login to recommend this title to your institution's librarian or purchase it from the IGI Global bookstore.