Software Fault Prediction Using Deep Neural Networks

Y. Mohana Ramya; Korlimarla Sree Deepthi; A. Vamsai; A. Juhi Sai; Neeraj Sharma; B. Ramachandra Reddy

doi:10.1007/978-981-99-0189-0_18

ScienceGate Book Chapters

BOOK-CHAPTER

Software Fault Prediction Using Deep Neural Networks

Y. Mohana Ramya Korlimarla Sree Deepthi A. Vamsai A. Juhi Sai Neeraj Sharma B. Ramachandra Reddy

Year: 2023 Lecture notes in electrical engineering Pages: 267-274 Publisher: Springer Science+Business Media

DOI: 10.1007/978-981-99-0189-0_18

Get Full-Text PDF Get Analytical Report

Keywords:

Computer science Machine learning Software bug Artificial neural network Artificial intelligence Software development process Software Support vector machine Decision tree Software regression Reliability (semiconductor) Software development Process (computing) Software quality Consistency (knowledge bases) Random forest Reliability engineering Software reliability testing Data mining Engineering Operating system

Metrics

Cited By

3.56

FWCI (Field Weighted Citation Impact)

Refs

0.92

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Software Engineering Research

Physical Sciences → Computer Science → Information Systems

Software Reliability and Analysis Research

Physical Sciences → Computer Science → Software

Software System Performance and Reliability

Physical Sciences → Computer Science → Computer Networks and Communications

Software Fault Prediction Using Deep Neural Networks

Metrics

Citation History

Topics

Related Documents

Object-oriented software fault prediction using neural networks

A Conceptual Framework for Software Fault Prediction Using Neural Networks

Software fault prediction using BP-based crisp artificial neural networks

Fault Prediction Using Deep Neural Network

Software fault prediction using deep learning techniques