Investigating The Effect Of Dataset Size, Metrics Sets, And Feature Selection Techniques On Software Fault Prediction Problem

·2009·DOI
Engineering and Technology
Communication and Signal Processing
Reliability Engineering and Analysis
Defect Mining Techniques

Role in the Field

Neutralin Engineering and Technology
Neutralin Communication and Signal Processing
Neutralin Reliability Engineering and Analysis
Neutralin Defect Mining Techniques

Abstract

Citations

256

Year

2009

PageRank

2.5 / 10

Relative influence (log-scaled)

Related Papers

11 of 11 papers

Using Class Imbalance Learning For Software Defect Prediction
·2013·428 citations
Where Should The Bugs Be Fixed? More Accurate Information Retrieval-Based Bug Localization Based On Bug Reports
·2012·394 citations
Towards Identifying Software Project Clusters With Regard To Defect Prediction
·2010·360 citations
Detecting Large-Scale System Problems By Mining Console Logs
·2009·795 citations
Improving Bug Triage With Bug Tossing Graphs
·2009·310 citations
An Approach To Detecting Duplicate Bug Reports Using Natural Language And Execution Information
·2008·368 citations
Data Mining Static Code Attributes To Learn Defect Predictors
·2007·987 citations
Detection Of Duplicate Defect Reports Using Natural Language Processing
·2007·362 citations
An Exploratory Study Of How Developers Seek, Relate, And Collect Relevant Information During Software Maintenance Tasks
·2006·519 citations
Mining Version Histories To Guide Software Changes
·2005·510 citations
On Finding Duplication And Near-Duplication In Large Software Systems
·0·344 citations