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Nathalie Japkowicz
- > Home > Persons > Nathalie Japkowicz
Publications
- 2021
- [j37]Zhen Liu, Ruoyu Wang, Nathalie Japkowicz, Deyu Tang, Wenbin Zhang, Jie Zhao:
Research on unsupervised feature learning for Android malware detection based on Restricted Boltzmann Machines. Future Gener. Comput. Syst. 120: 91-108 (2021) - 2020
- [j34]Zhen Liu, Nathalie Japkowicz, Ruoyu Wang, Yongming Cai, Deyu Tang, Xianfa Cai:
A statistical pattern based feature extraction method on system call traces for anomaly detection. Inf. Softw. Technol. 126: 106348 (2020) - [j32]Zhen Liu, Nathalie Japkowicz, Ruoyu Wang, Li Liu:
A sub-concept-based feature selection method for one-class classification. Soft Comput. 24(10): 7047-7062 (2020) - [c95]Zhen Liu, Nathalie Japkowicz, Ruoyu Wang:
Subconcept Based One Class Classification Method with Cluster Updating. ICMLC 2020: 23-28 - 2019
- [j29]Zhen Liu, Nathalie Japkowicz, Ruoyu Wang, Deyu Tang:
Adaptive learning on mobile network traffic data. Connect. Sci. 31(2): 185-214 (2019) - [j27]Zhen Liu, Ruoyu Wang, Nathalie Japkowicz, Yongming Cai, Deyu Tang, Xianfa Cai:
Mobile app traffic flow feature extraction and selection for improving classification robustness. J. Netw. Comput. Appl. 125: 190-208 (2019) - [c92]Li Liu, Nathalie Japkowicz, Dan Tao, Zhen Liu:
Learning with Drift Detection based on k Time Sub-concept Windows. ICCE-TW 2019: 1-2 - 2018
- [c88]James Clark, Zhen Liu, Nathalie Japkowicz:
Adaptive Threshold for Outlier Detection on Data Streams. DSAA 2018: 41-49
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