DP-Share: Privacy-Preserving Software Defect Prediction Model Sharing Through Differential Privacy

Cross-Project and Within-Project Semisupervised Software Defect Prediction: A Unified Approach

(2018) Fei Wu et al.   IEEE TRANSACTIONS ON RELIABILITY

MAHAKIL: Diversity Based Oversampling Approach to Alleviate the Class Imbalance Issue in Software Defect Prediction

(2018) Kwabena Ebo Bennin et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

MULTI: Multi-objective effort-aware just-in-time software defect prediction

(2018) Xiang Chen et al.   INFORMATION AND SOFTWARE TECHNOLOGY

A benchmark study on the effectiveness of search-based data selection and feature selection for cross project defect prediction

(2018) Seyedrebvar Hosseini et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Software defect number prediction: Unsupervised vs supervised methods

(2018) Xiang Chen et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Differentially Private Data Publishing and Analysis: A Survey

(2017) Tianqing Zhu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Systematic Literature Review and Meta-Analysis on Cross Project Defect Prediction

(2017) Seyedrebvar Hosseini et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

A Comparative Study to Benchmark Cross-project Defect Prediction Approaches

(2017) Steffen Herbold et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

An Improved SDA Based Defect Prediction Framework for Both Within-Project and Cross-Project Class-Imbalance Problems

(2017) Xiao-Yuan Jing et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

An Empirical Comparison of Model Validation Techniques for Defect Prediction Models

(2017) Chakkrit Tantithamthavorn et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Which type of metrics are useful to deal with class imbalance in software defect prediction?

(2017) Muhammed Maruf Öztürk   INFORMATION AND SOFTWARE TECHNOLOGY

A Cluster Based Feature Selection Method for Cross-Project Software Defect Prediction

(2017) Chao Ni et al.   JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY

Empirical Studies of a Two-Stage Data Preprocessing Approach for Software Fault Prediction

(2016) Wangshu Liu et al.   IEEE TRANSACTIONS ON RELIABILITY

An empirical study on software defect prediction with a simplified metric set

(2015) Peng He et al.   INFORMATION AND SOFTWARE TECHNOLOGY

A Hybrid Instance Selection Using Nearest-Neighbor for Cross-Project Defect Prediction

(2015) Duksan Ryu et al.   JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY

The reusable holdout: Preserving validity in adaptive data analysis

(2015) C. Dwork et al.   SCIENCE

Two-Stage Cost-Sensitive Learning for Software Defect Prediction

(2014) Mingxia Liu et al.   IEEE TRANSACTIONS ON RELIABILITY

Using Class Imbalance Learning for Software Defect Prediction

(2013) Shuo Wang et al.   IEEE TRANSACTIONS ON RELIABILITY

Balancing Privacy and Utility in Cross-Company Defect Prediction

(2013) Fayola Peters et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Software fault prediction metrics: A systematic literature review

(2013) Danijel Radjenović et al.   INFORMATION AND SOFTWARE TECHNOLOGY

A Survey of Discretization Techniques: Taxonomy and Empirical Analysis in Supervised Learning

(2012) Salvador Garcia et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Reducing Features to Improve Code Change-Based Bug Prediction

(2012) S. Shivaji et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

A Systematic Literature Review on Fault Prediction Performance in Software Engineering

(2011) T. Hall et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Defect prediction from static code features: current results, limitations, new approaches

(2010) Tim Menzies et al.   Automated Software Engineering

A firm foundation for private data analysis

(2010) Cynthia Dwork   COMMUNICATIONS OF THE ACM

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Do too many cooks spoil the broth? Using the number of developers to enhance defect prediction models

(2008) Elaine J. Weyuker et al.   EMPIRICAL SOFTWARE ENGINEERING