Survey #2
Description
| 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 |