The Utility Challenge of Privacy-Preserving Data-Sharing in Cross-Company Defect Prediction: An Empirical Study of the CLIFF&MORPH Algorithm

2017 IEEE International Conference on Software Maintenance and Evolution (ICSME) ◽

10.1109/icsme.2017.57 ◽

2017 ◽

Cited By ~ 3

Author(s):

Yi Fan ◽

Chenxi Lv ◽

Xu Zhang ◽

Guoqiang Zhou ◽

Yuming Zhou

Keyword(s):

Empirical Study ◽

Data Sharing ◽

Privacy Preserving ◽

Defect Prediction

Download Full-text

LACE2: Better Privacy-Preserving Data Sharing for Cross Project Defect Prediction

2015 IEEE/ACM 37th IEEE International Conference on Software Engineering ◽

10.1109/icse.2015.92 ◽

2015 ◽

Cited By ~ 25

Author(s):

Fayola Peters ◽

Tim Menzies ◽

Lucas Layman

Keyword(s):

Data Sharing ◽

Privacy Preserving ◽

Defect Prediction ◽

Cross Project

Download Full-text

SPChain: Blockchain-based medical data sharing and privacy-preserving eHealth system

Information Processing & Management ◽

10.1016/j.ipm.2021.102604 ◽

2021 ◽

Vol 58 (4) ◽

pp. 102604

Author(s):

Renpeng Zou ◽

Xixiang Lv ◽

Jingsong Zhao

Keyword(s):

Data Sharing ◽

Privacy Preserving ◽

Medical Data

Download Full-text

Privacy Preserving Data Quality Assessment for High-Fidelity Data Sharing

Proceedings of the 2014 ACM Workshop on Information Sharing & Collaborative Security - WISCS '14 ◽

10.1145/2663876.2663885 ◽

2014 ◽

Cited By ~ 1

Author(s):

Julien Freudiger ◽

Shantanu Rane ◽

Alejandro E. Brito ◽

Ersin Uzun

Keyword(s):

Data Quality ◽

Quality Assessment ◽

Data Sharing ◽

Privacy Preserving ◽

High Fidelity ◽

Data Quality Assessment

Download Full-text

Inter-release defect prediction with feature selection using temporal chunk-based learning: An empirical study

Applied Soft Computing ◽

10.1016/j.asoc.2021.107870 ◽

2021 ◽

Vol 113 ◽

pp. 107870

Author(s):

Md Alamgir Kabir ◽

Jacky Keung ◽

Burak Turhan ◽

Kwabena Ebo Bennin

Keyword(s):

Feature Selection ◽

Empirical Study ◽

Defect Prediction

Download Full-text

Class Imbalance Issue in Software Defect Prediction Models by various Machine Learning Techniques: An Empirical Study

10.1109/icscc51209.2021.9528170 ◽

2021 ◽

Author(s):

Sushant Kumar Pandey ◽

Anil Kumar Tripathi

Keyword(s):

Machine Learning ◽

Empirical Study ◽

Prediction Models ◽

Class Imbalance ◽

Machine Learning Techniques ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect ◽

Learning Techniques ◽

Defect Prediction Models

Download Full-text

Traceable and Privacy-Preserving Non-Interactive Data Sharing in Mobile Crowdsensing

10.1109/pst52912.2021.9647802 ◽

2021 ◽

Author(s):

Fuyuan Song ◽

Zheng Qin ◽

Jinwen Liang ◽

Pulei Xiong ◽

Xiaodong Lin

Keyword(s):

Data Sharing ◽

Privacy Preserving ◽

Mobile Crowdsensing ◽

Interactive Data

Download Full-text

An empirical study of just-in-time defect prediction using cross-project models

Proceedings of the 11th Working Conference on Mining Software Repositories - MSR 2014 ◽

10.1145/2597073.2597075 ◽

2014 ◽

Cited By ~ 46

Author(s):

Takafumi Fukushima ◽

Yasutaka Kamei ◽

Shane McIntosh ◽

Kazuhiro Yamashita ◽

Naoyasu Ubayashi

Keyword(s):

Empirical Study ◽

Defect Prediction ◽

Just In Time ◽

Cross Project

Download Full-text

Data Sharing and Privacy–Preserving of Medical Records Using Blockchain

Sustainable Communication Networks and Application - Lecture Notes on Data Engineering and Communications Technologies ◽

10.1007/978-3-030-34515-0_8 ◽

2019 ◽

pp. 65-72

Author(s):

Shraddha Suhas Kavathekar ◽

Rahul Patil

Keyword(s):

Data Sharing ◽

Medical Records ◽

Privacy Preserving

Download Full-text

Software defect prediction using K‐PCA and various kernel‐based extreme learning machine: an empirical study

IET Software ◽

10.1049/iet-sen.2020.0119 ◽

2020 ◽

Vol 14 (7) ◽

pp. 768-782

Author(s):

Sushant Kumar Pandey ◽

Deevashwer Rathee ◽

Anil Kumar Tripathi

Keyword(s):

Empirical Study ◽

Extreme Learning Machine ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect ◽

Learning Machine

Download Full-text

Efficient and Privacy-Preserving Medical Data Sharing in Internet of Things With Limited Computing Power

IEEE Access ◽

10.1109/access.2018.2840504 ◽

2018 ◽

Vol 6 ◽

pp. 28019-28027 ◽

Cited By ~ 16

Author(s):

Dong Zheng ◽

Axin Wu ◽

Yinghui Zhang ◽

Qinglan Zhao

Keyword(s):

Internet Of Things ◽

Data Sharing ◽

Privacy Preserving ◽

Medical Data ◽

Computing Power

Download Full-text