Zhen Liu

According to our database, Zhen Liu authored at least 44 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Improving the generalization of unsupervised feature learning by using data from different sources on gene expression data for cancer diagnosis.

Zhen Liu, Ruoyu Wang, Wenbin Zhang

Medical Biol. Eng. Comput., 2022

Research on fine-tuning CNN for cancer diagnosis with gene expression data.

Zhen Liu, Ruoyu Wang, Jin Yang, Wenbin Zhang

Proceedings of the ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18, 2022

2021

Research on unsupervised feature learning for Android malware detection based on Restricted Boltzmann Machines.

Zhen Liu, Ruoyu Wang, Nathalie Japkowicz, Deyu Tang, Wenbin Zhang, Jie Zhao

Future Gener. Comput. Syst., 2021

A Generic Knowledge Based Medical Diagnosis Expert System.

Xin Huang, Xuejiao Tang, Wenbin Zhang, Shichao Pei, Ji Zhang, Wensheng Gan, Mingli Zhang, Zhen Liu, Ruijun Chen, Yiyi Huang

CoRR, 2021

LSTM Based Sentiment Analysis for Cryptocurrency Prediction.

Xin Huang, Wenbin Zhang, Yiyi Huang, Xuejiao Tang, Mingli Zhang, Jayachander Surbiryala, Vasileios Iosifidis, Zhen Liu, Ji Zhang

CoRR, 2021

An Evolutionary Frog Leaping Algorithm for Global Optimization Problems and Applications.

Deyu Tang, Jie Zhao, Jin Yang, Zhen Liu, Yongming Cai

Comput. Intell. Neurosci., 2021

A Generic Knowledge Based Medical Diagnosis Expert System.

Xin Huang, Xuejiao Tang, Wenbin Zhang, Ji Zhang, Mingli Zhang, Wensheng Gan, Shichao Pei, Zhen Liu, Yiyi Huang

Proceedings of the iiWAS2021: The 23rd International Conference on Information Integration and Web Intelligence, Linz, Austria, 29 November 2021, 2021

An Unsupervised Feature Learning Method for Enhancing the Generalization of Cancer Diagnosis.

Zhen Liu, Ruoyu Wang, Wenbin Zhang, Deyu Tang

Proceedings of the ICMLC 2021: 13th International Conference on Machine Learning and Computing, 2021

An Effective Algorithm for Classification of Text with Weak Sequential Relationships.

Qiqiang Xu, Ji Zhang, Ting Yu, Wenbin Zhang, Mingli Zhang, Yonglong Luo, Fulong Chen, Zhen Liu

Proceedings of the Database and Expert Systems Applications, 2021

Cognitive Visual Commonsense Reasoning Using Dynamic Working Memory.

Xuejiao Tang, Xin Huang, Wenbin Zhang, Travers B. Child, Qiong Hu, Zhen Liu, Ji Zhang

Proceedings of the Big Data Analytics and Knowledge Discovery, 2021

LSTM Based Sentiment Analysis for Cryptocurrency Prediction.

Xin Huang, Wenbin Zhang, Xuejiao Tang, Mingli Zhang, Jayachander Surbiryala, Vasileios Iosifidis, Zhen Liu, Ji Zhang

Proceedings of the Database Systems for Advanced Applications, 2021

2020

A sub-concept-based feature selection method for one-class classification.

Zhen Liu, Nathalie Japkowicz, Ruoyu Wang, Li Liu

Soft Comput., 2020

Accelerating information entropy-based feature selection using rough set theory with classified nested equivalence classes.

Jie Zhao, Jia-ming Liang, Zhenning Dong, Deyu Tang, Zhen Liu

Pattern Recognit., 2020

Spherical search optimizer: a simple yet efficient meta-heuristic approach.

Jie Zhao, Deyu Tang, Zhen Liu, Yongming Cai, Shoubin Dong

Neural Comput. Appl., 2020

Memetic quantum evolution algorithm for global optimization.

Deyu Tang, Zhen Liu, Jie Zhao, Shoubin Dong, Yongming Cai

Neural Comput. Appl., 2020

NEC: A nested equivalence class-based dependency calculation approach for fast feature selection using rough set theory.

Jie Zhao, Jia-ming Liang, Zhenning Dong, De-Yu Tang, Zhen Liu

Inf. Sci., 2020

A statistical pattern based feature extraction method on system call traces for anomaly detection.

Zhen Liu, Nathalie Japkowicz, Ruoyu Wang, Yongming Cai, Deyu Tang, Xianfa Cai

Inf. Softw. Technol., 2020

PIMD: An Integrative Approach for Drug Repositioning Using Multiple Characterization Fusion.

Song He, Yuqi Wen, Xiaoxi Yang, Zhen Liu, Xinyu Song, Xin Huang, Xiaochen Bo

Genom. Proteom. Bioinform., 2020

Flexible and Adaptive Fairness-aware Learning in Non-stationary Data Streams.

Wenbin Zhang, Mingli Zhang, Ji Zhang, Zhen Liu, Zhiyuan Chen, Jianwu Wang, Edward Raff, Enza Messina

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Subconcept Based One Class Classification Method with Cluster Updating.

Zhen Liu, Nathalie Japkowicz, Ruoyu Wang

Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020

A Data-driven Human Responsibility Management System.

Xuejiao Tang, Jiong Qiu, Ruijun Chen, Wenbin Zhang, Vasileios Iosifidis, Zhen Liu, Wei Meng, Mingli Zhang, Ji Zhang

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Using Machine Learning to Automate Mammogram Images Analysis.

Xuejiao Tang, Liuhua Zhang, Wenbin Zhang, Xin Huang, Vasileios Iosifidis, Zhen Liu, Mingli Zhang, Enza Messina, Ji Zhang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019

Memetic frog leaping algorithm for global optimization.

Deyu Tang, Zhen Liu, Jin Yang, Jie Zhao

Soft Comput., 2019

A Novel Centralized Range-Free Static Node Localization Algorithm with Memetic Algorithm and Lévy Flight.

Jin Yang, Yongming Cai, Deyu Tang, Zhen Liu

Sensors, 2019

Mobile app traffic flow feature extraction and selection for improving classification robustness.

Zhen Liu, Ruoyu Wang, Nathalie Japkowicz, Yongming Cai, Deyu Tang, Xianfa Cai

J. Netw. Comput. Appl., 2019

Adaptive learning on mobile network traffic data.

Zhen Liu, Nathalie Japkowicz, Ruoyu Wang, Deyu Tang

Connect. Sci., 2019

Learning with Drift Detection based on k Time Sub-concept Windows.

Li Liu, Nathalie Japkowicz, Dan Tao, Zhen Liu

Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2019

2018

Extending labeled mobile network traffic data by three levels traffic identification fusion.

Zhen Liu, Ruoyu Wang, Deyu Tang

Future Gener. Comput. Syst., 2018

Benchmark Data for Mobile App Traffic Research.

Ruoyu Wang, Zhen Liu, Yongming Cai, Deyu Tang, Jin Yang, Zhao Yang

Proceedings of the 15th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2018

Adaptive Threshold for Outlier Detection on Data Streams.

James Clark, Zhen Liu, Nathalie Japkowicz

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

2017

A hybrid method based on ensemble WELM for handling multi class imbalance in cancer microarray data.

Zhen Liu, Deyu Tang, Yongming Cai, Ruoyu Wang, Fuhua Chen

Neurocomputing, 2017

Objective cost-sensitive-boosting-WELM for handling multi class imbalance problem.

Zhen Liu, Deyu Tang, Jincheng Li, Ruoyu Wang

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

SmoteAdaNL: a learning method for network traffic classification.

Zhen Liu, Ruoyu Wang, Ming Tao

J. Ambient Intell. Humaniz. Comput., 2016

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].

Zhen Liu, Ruoyu Wang, Ming Tao, Xianfa Cai

Neurocomputing, 2016

A lévy flight-based shuffled frog-leaping algorithm and its applications for continuous optimization problems.

Deyu Tang, Jin Yang, Shoubin Dong, Zhen Liu

Appl. Soft Comput., 2016

A System for Linking Ground Truth to Mobile Network Traffic.

Zhen Liu, Ruoyu Wang, Deyu Tang, Peng Yang

Proceedings of the 13th International Conference on Mobile and Ubiquitous Systems: Computing, 2016

Mobilegt: A system to collect mobile traffic trace and build the ground truth.

Zhen Liu, Ruoyu Wang

Proceedings of the 26th International Telecommunication Networks and Applications Conference, 2016

Research on mobile network traffic taxonomy.

Zhen Liu, Ruoyu Wang, Deyu Tang

Proceedings of the International Conference on Computer, 2016

2015

Identifying Internet background radiation traffic based on traffic source distribution.

Ruoyu Wang, Zhen Liu, Ming Tao, Ling Zhang

J. High Speed Networks, 2015

A class-oriented feature selection approach for multi-class imbalanced network traffic datasets based on local and global metrics fusion.

Zhen Liu, Ruoyu Wang, Ming Tao, Xianfa Cai

Neurocomputing, 2015

2014

Large traffic flows classification method.

Qiong Liu, Zhen Liu, Ruoyu Wang, Changqiao Xu

Proceedings of the IEEE International Conference on Communications, 2014

2013

Classifying imbalanced Internet traffic based PCDD: a per concept drift detection method.

Ruoyu Wang, Ling Zhang, Zhen Liu

Smart Comput. Rev., 2013

A Novel Method of Filtering Internet Background Radiation Traffic.

Ruoyu Wang, Ling Zhang, Zhen Liu

Proceedings of the 2013 Fourth International Conference on Emerging Intelligent Data and Web Technologies, 2013

2012

Balanced feature selection method for Internet traffic classification.

Zhen Liu, Qiong Liu

IET Networks, 2012