Ruoyu Wang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 21

Top Topics

Malware Detection

Network Traffic

Gene Expression Data

Class Imbalance

Top Venues

Future Gener. Comput. Syst.

Publications

Zhen Liu, Ruoyu Wang, Nathalie Japkowicz, Heitor Murilo Gomes, Bitao Peng, Wenbin Zhang
SeGDroid: An Android malware detection method based on sensitive function call graph learning. Expert Syst. Appl. 235 (2024)
Zhen Liu, Ruoyu Wang, Wenbin Zhang
Improving the generalization of unsupervised feature learning by using data from different sources on gene expression data for cancer diagnosis. Medical Biol. Eng. Comput. 60 (4) (2022)
Zhen Liu, Ruoyu Wang, Jin Yang, Wenbin Zhang
Research on fine-tuning CNN for cancer diagnosis with gene expression data. ICMLC (2022)
Zhen Liu, Ruoyu Wang, Bitao Peng, Qingqing Gan
A convolutional neural network based Android malware detection method with dynamic fine-tuning. ITNAC (2022)
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 (2021)
Ruoyu Wang
Active Learning-Based Optimization of Scientific Experimental Design. CoRR (2021)
Zhen Liu, Ruoyu Wang, Wenbin Zhang, Deyu Tang
An Unsupervised Feature Learning Method for Enhancing the Generalization of Cancer Diagnosis. ICMLC (2021)
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 (2020)
Zhen Liu, Nathalie Japkowicz, Ruoyu Wang, Li Liu
A sub-concept-based feature selection method for one-class classification. Soft Comput. 24 (10) (2020)
Zhen Liu, Nathalie Japkowicz, Ruoyu Wang
Subconcept Based One Class Classification Method with Cluster Updating. ICMLC (2020)
Zhen Liu, Nathalie Japkowicz, Ruoyu Wang, Deyu Tang
Adaptive learning on mobile network traffic data. Connect. Sci. 31 (2) (2019)
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 (2019)
Ruoyu Wang, Zhen Liu, Yongming Cai, Deyu Tang, Jin Yang, Zhao Yang
Benchmark Data for Mobile App Traffic Research. MobiQuitous (2018)
Zhen Liu, Ruoyu Wang, Deyu Tang
Extending labeled mobile network traffic data by three levels traffic identification fusion. Future Gener. Comput. Syst. 88 (2018)
Zhen Liu, Deyu Tang, Jincheng Li, Ruoyu Wang
Objective cost-sensitive-boosting-WELM for handling multi class imbalance problem. IJCNN (2017)
Zhen Liu, Deyu Tang, Yongming Cai, Ruoyu Wang, Fuhua Chen
A hybrid method based on ensemble WELM for handling multi class imbalance in cancer microarray data. Neurocomputing 266 (2017)
Zhen Liu, Ruoyu Wang, Ming Tao
SmoteAdaNL: a learning method for network traffic classification. J. Ambient Intell. Humaniz. Comput. 7 (1) (2016)
Zhen Liu, Ruoyu Wang
Mobilegt: A system to collect mobile traffic trace and build the ground truth. ITNAC (2016)
Zhen Liu, Ruoyu Wang, Deyu Tang, Peng Yang
A System for Linking Ground Truth to Mobile Network Traffic. MobiQuitous (2016)
Zhen Liu, Ruoyu Wang, Deyu Tang
Research on mobile network traffic taxonomy. CITS (2016)
Zhen Liu, Ruoyu Wang, Ming Tao, Xianfa Cai
Corrigendum to "A class-oriented feature selection approach for multi-class imbalanced network traffic datasets based on local and global metrics fusion" [Neurocomputing 168 (2015) 365-381]. Neurocomputing 171 (2016)
Zhen Liu, Ruoyu Wang, Ming Tao, Xianfa Cai
A class-oriented feature selection approach for multi-class imbalanced network traffic datasets based on local and global metrics fusion. Neurocomputing 168 (2015)
Ruoyu Wang, Zhen Liu, Ming Tao, Ling Zhang
Identifying Internet background radiation traffic based on traffic source distribution. J. High Speed Networks 21 (2) (2015)
Qiong Liu, Zhen Liu, Ruoyu Wang, Changqiao Xu
Large traffic flows classification method. ICC Workshops (2014)
Ruoyu Wang, Ling Zhang, Zhen Liu
Classifying imbalanced Internet traffic based PCDD: a per concept drift detection method. Smart Comput. Rev. 3 (2) (2013)
Ruoyu Wang, Ling Zhang, Zhen Liu
A Novel Method of Filtering Internet Background Radiation Traffic. EIDWT (2013)