Intelligent Software Defect Prediction free ebook download.

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Intelligent Software Defect Prediction free ebook download

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Computer Science

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Catalogue

Author(s):	Xiao-Yuan Jing

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	9819928419
Pages:	216	OCR:		Quality:		ISBN13:
Uploader:	topron	Upload Date:	9/27/2024 2:40:35 PM

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9819928419 pdf
9819928419 pdf
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.

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3272247	Book	https://nitroflare.com/view/7F9742C5F84F...		0.00	topron

Tags: Defect Intelligent Prediction Software

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