Intelligent Software Defect Prediction is popular PDF and ePub book, written by Xiaoyuan Jing in 2024-01-24, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Intelligent Software Defect Prediction can be Read Online from any device for your convenience.
Intelligent Software Defect Prediction Book PDF Summary
With the increasing complexity of and dependency on software, software products may suffer from low quality, high prices, be hard to maintain, etc. Software defects usually produce incorrect or unexpected results and behaviors. Accordingly, software defect prediction (SDP) is one of the most active research fields in software engineering and plays an important role in software quality assurance. Based on the results of SDP analyses, developers can subsequently conduct defect localization and repair on the basis of reasonable resource allocation, which helps to reduce their maintenance costs. This book offers a comprehensive picture of the current state of SDP research. More specifically, it introduces a range of machine-learning-based SDP approaches proposed for different scenarios (i.e., WPDP, CPDP, and HDP). In addition, the book shares in-depth insights into current SDP approaches’ performance and lessons learned for future SDP research efforts. We believe these theoretical analyses and emerging challenges will be of considerable interest to all researchers, graduate students, and practitioners who want to gain deeper insights into and/or find new research directions in SDP. It offers a comprehensive introduction to the current state of SDP and detailed descriptions of representative SDP approaches.
Detail Book of Intelligent Software Defect Prediction PDF
- Author : Xiaoyuan Jing
- Release : 24 January 2024
- Publisher : Springer
- ISBN : 9819928419
- Genre : Technology & Engineering
- Total Page : 0 pages
- Language : English
- PDF File Size : 16,5 Mb
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