It is composed of the source code of deep learning based code smell detection algorithms, as well as the data for the evaluation.
- Some large files cannot be shared via Github, and thus we upload them to Zenodo https://doi.org/10.5281/zenodo.5749111
If you are reusing the implementation or dataset, please kindly cite the following paper:
[1] Hui Liu, Jiahao Jin, Zhifeng Xu, Yifan Bu, Yanzhen. Zou and Lu Zhang, "Deep Learning Based Code Smell Detection", in IEEE Transactions on Software Engineering (IEEE TSE), vol. 47, no. 09, pp. 1811-1837, 2021.
[2] Hui Liu; Zhifeng Xu; Yanzhen Zou, "Deep Learning Based Feature Envy Detection", 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE), Montpellier, France, 2018, pp. 385-396
@ARTICLE{DeepSmellDetectionTSE, author={Liu, Hui and Jin, Jiahao and Xu, Zhifeng and Zou, Yanzhen and Bu, Yifan and Zhang, Lu}, journal={IEEE Transactions on Software Engineering}, title={Deep Learning Based Code Smell Detection}, year={2021}, volume={47}, number={9}, pages={1811-1837}, doi={10.1109/TSE.2019.2936376}}
@INPROCEEDINGS{DeepFeatureEnvyASE, author={Liu, Hui and Xu, Zhifeng and Zou, Yanzhen}, booktitle={2018 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE)}, title={Deep Learning Based Feature Envy Detection}, year={2018}, volume={}, number={}, pages={385-396}, doi={10.1145/3238147.3238166}}