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Software defect prediction via cost-sensitive Siamese parallel fully-connected neural networks Journal article
Zhao, Linchang, Shang, Zhaowei, Zhao, Ling, Zhang, Taiping, Tang, Yuan Yan. Software defect prediction via cost-sensitive Siamese parallel fully-connected neural networks[J]. Neurocomputing, 2019, 352, 64-74.
Authors:  Zhao, Linchang;  Shang, Zhaowei;  Zhao, Ling;  Zhang, Taiping;  Tang, Yuan Yan
Favorite | TC[WOS]:22 TC[Scopus]:35  IF:5.5/5.5 | Submit date:2022/05/17
Cost-sensitive Learning  Deep Learning  Few-shot Learning  Siamese Parallel Fully-connected Networks  Software Defect Prediction  
Siamese Dense Neural Network for Software Defect Prediction with Small Data Journal article
Zhao L., Shang Z., Zhao L., Qin A., Tang Y.Y.. Siamese Dense Neural Network for Software Defect Prediction with Small Data[J]. IEEE Access, 2019, 7, 7663-7677.
Authors:  Zhao L.;  Shang Z.;  Zhao L.;  Qin A.;  Tang Y.Y.
Favorite | TC[WOS]:28 TC[Scopus]:41 | Submit date:2019/02/11
Deep Learning  Few-shot Learning  Metric Learning  Siamese Dense Neural Networks  Software Defect Prediction  
Tackling class overlap and imbalance problems in software defect prediction Journal article
Chen, Lin, Fang, Bin, Shang, Zhaowei, Tang, Yuanyan. Tackling class overlap and imbalance problems in software defect prediction[J]. SOFTWARE QUALITY JOURNAL, 2018, 26(1), 97-125.
Authors:  Chen, Lin;  Fang, Bin;  Shang, Zhaowei;  Tang, Yuanyan
Favorite | TC[WOS]:69 TC[Scopus]:90  IF:1.7/1.9 | Submit date:2018/10/30
Software Defect Prediction  Class Imbalance  Class Overlap  Machine Learning