Zhen Liu

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 28

Top Topics

Network Traffic

Gene Expression Data

Class Imbalanced

Feature Selection

Top Venues

Future Gener. Comput. Syst.

Publications

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)
Peng Yang, Hao Wang, Zhen Liu, Weijia Cai
Structural design and simulation analysis of lightweight and compliant dual-arm manipulator for aerial manipulation. RICAI (2022)
Zhen Liu, Ruoyu Wang, Jin Yang, Wenbin Zhang
Research on fine-tuning CNN for cancer diagnosis with gene expression data. ICMLC (2022)
Deyu Tang, Jie Zhao, Jin Yang, Zhen Liu, Yongming Cai
An Evolutionary Frog Leaping Algorithm for Global Optimization Problems and Applications. Comput. Intell. Neurosci. 2021 (2021)
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)
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)
Jie Zhao, Jia-ming Liang, Zhenning Dong, Deyu Tang, Zhen Liu
Accelerating information entropy-based feature selection using rough set theory with classified nested equivalence classes. Pattern Recognit. 107 (2020)
Jie Zhao, Deyu Tang, Zhen Liu, Yongming Cai, Shoubin Dong
Spherical search optimizer: a simple yet efficient meta-heuristic approach. Neural Comput. Appl. 32 (13) (2020)
Jie Zhao, Jia-ming Liang, Zhenning Dong, De-Yu Tang, Zhen Liu
NEC: A nested equivalence class-based dependency calculation approach for fast feature selection using rough set theory. Inf. Sci. 536 (2020)
Deyu Tang, Zhen Liu, Jie Zhao, Shoubin Dong, Yongming Cai
Memetic quantum evolution algorithm for global optimization. Neural Comput. Appl. 32 (13) (2020)
Deyu Tang, Zhen Liu, Jin Yang, Jie Zhao
Memetic frog leaping algorithm for global optimization. Soft Comput. 23 (21) (2019)
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)
Jin Yang, Yongming Cai, Deyu Tang, Zhen Liu
A Novel Centralized Range-Free Static Node Localization Algorithm with Memetic Algorithm and Lévy Flight. Sensors 19 (14) (2019)
Ruoyu Wang, Zhen Liu, Yongming Cai, Deyu Tang, Jin Yang, Zhao Yang
Benchmark Data for Mobile App Traffic Research. MobiQuitous (2018)
James Clark, Zhen Liu, Nathalie Japkowicz
Adaptive Threshold for Outlier Detection on Data Streams. DSAA (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)
Deyu Tang, Jin Yang, Shoubin Dong, Zhen Liu
A lévy flight-based shuffled frog-leaping algorithm and its applications for continuous optimization problems. Appl. Soft Comput. 49 (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)
Zhen Liu, Qiong Liu
Balanced feature selection method for Internet traffic classification. IET Networks 1 (2) (2012)