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- Title
Guest Editorial: Machine learning applied to quality and security in software systems.
- Authors
Gao, Honghao; Hussain, Walayat; Durán Barroso, Ramón J.; Arshad, Junaid; Yin, Yuyu
- Abstract
Second, to obtain semantics-enhanced code representation, the authors propose a cross-attention-based line label fusion method to perform complementary feature enhancement. In the second paper entitled "Just-In-Time Defect Prediction Enhanced by the Joint Method of Line Label Fusion and File Filtering" by Zhang et al., the authors propose a Just-in-Time defect prediction model enhanced by the joint method of line label Fusion and file Filtering (JIT-FF). In the first paper entitled "Robust Malware Identification via Deep Temporal Convolutional Network with Symmetric Cross Entropy Learning" by Sun et al., the authors propose a robust Malware identification method using the temporal convolutional network (TCN).
- Subjects
COMPUTER software quality control; MACHINE learning; SECURITY systems
- Publication
IET Software (Wiley-Blackwell), 2023, Vol 17, Issue 4, p345
- ISSN
1751-8806
- Publication type
Article
- DOI
10.1049/sfw2.12141