{"product_id":"intelligent-software-defect-prediction-9789819928415","title":"Intelligent Software Defect Prediction","description":"\u003cp\u003e\u003c\/p\u003e\u003cblockquote\u003e\n\u003cbr\u003eSoftware defect prediction (SDP) is essential for software quality assurance, as it helps developers reduce maintenance costs by identifying and repairing defects. This book provides a comprehensive overview of SDP research, including machine-learning-based approaches for different scenarios, and insights into their performance and lessons learned. It is valuable for researchers, graduate students, and practitioners in the field. \u003c\/blockquote\u003e\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Hardback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 205 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 18 January 2024\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Springer Verlag, Singapore\u003cbr\u003e\u003c\/p\u003e \u003cp\u003e\u003cbr\u003eSoftware products face numerous challenges, including low quality, high prices, and difficulty in maintenance. Software defects, which result in incorrect or unexpected results and behaviors, are a major contributor to these issues. Software defect prediction (SDP) is a critical research field in software engineering that aims to identify potential defects before they occur. This book provides a comprehensive overview of SDP research, including machine-learning-based approaches for different scenarios such as white-box, black-box, and hybrid prediction. It also shares insights into the performance of current SDP approaches and lessons learned for future research efforts. The book is intended for researchers, graduate students, and practitioners who want to gain deeper insights into SDP and find new research directions. It offers a comprehensive introduction to the current state of SDP and detailed descriptions of representative SDP approaches.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 235 x 155 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9789819928415\u003cbr\u003e \u003cstrong\u003eEdition number\u003c\/strong\u003e: 1st ed. 2023\u003c\/p\u003e","brand":"Xiao-Yuan Jing,Haowen Chen,Baowen Xu","offers":[{"title":"Hardback","offer_id":45866725376250,"sku":"9789819928415","price":133.27,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/1714167518106_book.jpg?v=1715112763","url":"https:\/\/shulphink.com\/products\/intelligent-software-defect-prediction-9789819928415","provider":"Shulph Ink","version":"1.0","type":"link"}