عنوان فارسی مقاله: | پیش بینی نقص نرم افزار با استفاده از الگوریتم خوشه بندی k-means بر مبنای خوشه بندی درختی |
| عنوان انگلیسی مقاله: |
Software Fault Prediction Using Quad Tree-Based K-Means Clustering Algorithm |
چکیده
مقدمه
کارهای مربوطه
مروری بر درخت Quad و مقدار دهی اولیه به الگوریتم فرضی
درخت Quad
مقدار دهی اولیه به الگوریتم فرضی
پارامترها و تعاریف
طرح آزمایشی
مجموعه داده ها
آستانه متریک
پارامترهای ارزیابی
Gain(تقویت)
تنظیم و نتایج آزمایشات
تحلیل نتایج
نتیجه گیری
کلمات کلیدی :
Scholarly articles for Software Fault Prediction Using Quad TreeSoftware fault prediction using quad tree-based k- … - Bishnu - Cited by 83Search ResultsSoftware Fault Prediction Using Quad Tree-Based K ... - IEEE Xploreieeexplore.ieee.org/iel5/69/6188607/05963674.pdfby PS Bishnu - 2012 - Cited by 81 - Related articlesIndex Terms—K-Means clustering, Quad Tree, software fault prediction. З. 1 INTRODUCTION .... based on gap statistic to find the optimal number of clusters [20].Software Fault Prediction Using Quad Tree-Based K ... - IEEE Xploreieeexplore.ieee.org/document/5963674/by PS Bishnu - 2012 - Cited by 80 - Related articlesUnsupervised techniques like clustering may be used for fault prediction in software modules, more so in those cases where fault labels are not available.Software Fault Prediction Using Quad Tree ... - ACM Digital Librarydl.acm.org/citation.cfm?id=2197158by PS Bishnu - 2012 - Cited by 83 - Related articlesJun 1, 2012 - Unsupervised techniques like clustering may be used for fault prediction in software modules, more so in those cases where fault labels are not ...Fault Prediction using Quad Tree and Expectation ... - Semantic Scholarhttps://pdfs.semanticscholar.org/a252/1490a31f45044f8f9f7ef19b8f1bf03cc081.pdfby PC Meenakshi - Cited by 8 - Related articlesalgorithm with quad tree for fault prediction over the existing. Quad Tree based ... techniques like clustering for fault prediction in software modules, more so in ...Fault Prediction using Quad Tree and Expectation Maximization ...www.ijais.org › Archives › Volume 2 › Number 4by M Pc - Related articlesFault Prediction using Quad Tree and Expectation Maximization Algorithm ... P. S. Bishnu and V. Bhattacharjee, "Software Fault prediction using Quad tree ...[PDF]Overview of Software Fault Prediction using Clustering Approaches ...www.theijes.com/papers/v1-i2/AI01202390242.pdfby SM Varade - Cited by 2 - Related articlesDec 11, 2012 - the quality of software. Keywords - Clustering, Hyper-Quad Tree, K-Means clustering, Quad Tree, Software Fault Prediction.