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Survey #2

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Suvodeep90 opened this issue Sep 23, 2021 · 0 comments
Open

Survey #2

Suvodeep90 opened this issue Sep 23, 2021 · 0 comments

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@Suvodeep90
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Paper     Notes
Sample-based software defect prediction with active and semi-supervised learning 2012 175  
A Comparison of Semi-Supervised Classification Approaches for Software Defect Prediction 2014 29  
Cross-Project and Within-Project Semisupervised Software Defect Prediction: A Unified Approach 2018 60 *they have listed a set of methods they have compared
Label propagation based semi-supervised learning for software defect prediction 2017 70 *they have listed a set of methods they have compared
Effort-Aware semi-Supervised just-in-Time defect prediction 2020 6 *one RQ can be from here
Applying Novel Resampling Strategies To Software Defect Prediction* 2007 136  
An empirical study based on semi-supervised hybrid self-organizing map for software fault prediction 2015 98  
Semi-Supervised Deep Fuzzy C-Mean Clustering for Software Fault Prediction 2018 20  
File-Level Defect Prediction: Unsupervised vs. Supervised Models 2017 44 supervised vs unsupervised
A systematic review of unsupervised learning techniques for software defect prediction 2020 39 unsupervised
Semi-Supervised Deep Fuzzy C-Mean Clustering for Imbalanced Multi-Class Classification 2019 23  
A Semi-Supervised Approach to Software Defect Prediction 2014 20  
Software Defect Prediction Using Semi-supervised Learning with Dimension Reduction 2012 66  
A survey on semi-supervised learning 2020 333
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