Zhenxiang Chen

发表

Effectiveness of Statistical Features for Early Stage Internet Traffic Identification

Bo Yang, Yuehui Chen, Lizhi Peng, 2016, International Journal of Parallel Programming.

Using Map-Based Interactive Interface for Understanding and Characterizing Crime Data in Cities

Qiben Yan, Lei Zhang, Lizhi Peng, 2015, ICSI.

A Novel Classification Method using the Combination of Further Division of Partition Space and Flexible Neural Tree

Lin Wang, Yuehui Chen, Zhenxiang Chen, 2007 .

Mining Function Homology of Bot Loaders from Honeypot Logs

Lizhi Peng, Zhenxiang Chen, Qiben Yan, 2022, ArXiv.

Stream-Based Data Sampling Mechanism for Process Object

Zhenxiang Chen, Kun Zhang, Kun Ma, 2019, Computers, Materials & Continua.

Construction of dynamic three-dimensional microstructure for the hydration of cement using 3D image registration

Bo Yang, Ajith Abraham, Xiuyang Zhao, 2014, Pattern Analysis and Applications.

Attention-based learning of self-media data for marketing intention detection

Ajith Abraham, Yufeng Wang, Zhihao Hou, 2021, Eng. Appl. Artif. Intell..

DC-CNN: Dual-channel Convolutional Neural Networks with attention-pooling for fake news detection

Zhenxiang Chen, Ajith Abraham, Ke Ji, 2022, Applied intelligence.

Flexible neural trees based early stage identification for IP traffic

Lizhi Peng, Zhenxiang Chen, Yuehui Chen, 2015, Soft Computing.

Three dimensional segmentation for cement microtomography images using self-organizing map and neighborhood features

Lin Wang, Bo Yang, Liangliang Zhang, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

Accelerating FCM neural network classifier using graphics processing units with CUDA

Hongwei Sun, Bo Yang, Yuehui Chen, 2013, Applied Intelligence.

Improvement of neural network classifier using floating centroids

Hongwei Sun, Bo Yang, Yuehui Chen, 2011, Knowledge and Information Systems.

Traffic classification using probabilistic neural networks

Bo Yang, Runyuan Sun, Lei Zhang, 2010, 2010 Sixth International Conference on Natural Computation.

ttention-based learning of self-media data for marketing intention etection✩

Zhenxiang Chen, Ajith Abraham, Yufeng Wang, 2020 .

Effectiveness of Statistical Features for Early Stage Internet Traffic Identification

Yuehui Chen, Lizhi Peng, Bo Yang, 2016, International Journal of Parallel Programming.

An Abnormal Phone Identification Model with Meta-learning Two-layer Framework Based on PCA Dimension Reduction

Kun Ma, Zhenxiang Chen, Runyuan Sun, 2019, ICMLC '19.

TrafficAV: An effective and explainable detection of mobile malware behavior using network traffic

Bo Yang, Qiben Yan, Shanshan Wang, 2016, 2016 IEEE/ACM 24th International Symposium on Quality of Service (IWQoS).

Ranking-based biased learning swarm optimizer for large-scale optimization

Bo Yang, Haibo Zhang, Zhenxiang Chen, 2019, Inf. Sci..

Optimizing floating centroids method neural network classifier using dynamic multilayer particle swarm optimization

Lin Wang, Bo Yang, Jin Zhou, 2018, GECCO.

Secure Multi-Party Computation: Theory, practice and applications

Hongwei Li, Yu-an Tan, Shengnan Zhao, 2019, Inf. Sci..

A FDRS-Based Data Classification Method Used for Abnormal Network Intrusion Detection

Lin Wang, Bo Yang, Haiyang Wang, 2007, Third International Conference on Natural Computation (ICNC 2007).

A mobile malware detection method using behavior features in network traffic

Bo Yang, Qiben Yan, Zhenxiang Chen, 2019, J. Netw. Comput. Appl..

Detecting Android Malware Leveraging Text Semantics of Network Flows

Mauro Conti, Qiben Yan, Chuan Zhao, 2017, IEEE Transactions on Information Forensics and Security.

Machine learning based mobile malware detection using highly imbalanced network traffic

Lin Wang, Bo Yang, Qiben Yan, 2017, Inf. Sci..

Deep and Broad Learning Based Detection of Android Malware via Network Traffic

Mauro Conti, Bo Yang, Lin Wang, 2018, 2018 IEEE/ACM 26th International Symposium on Quality of Service (IWQoS).

Effective detection of mobile malware behavior based on explainable deep neural network

Haibo Zhang, Bo Yang, Chuan Zhao, 2020, Neurocomputing.

Performance Evaluation of Five Machine Learning Algorithms and Three Feature Selection Algorithms for IP Traffic Classification

Lei Zhang, Judith Kelner, Carlos Kamienski, 2011 .

Efficient Signature Generation for Classifying Cross-Architecture IoT Malware

Ning Zhang, Mohannad Alhanahnah, Qiben Yan, 2018, 2018 IEEE Conference on Communications and Network Security (CNS).

Accelerating FCM neural network classifier using graphics processing units with CUDA

Lin Wang, Hongwei Sun, Yuehui Chen, 2013, Applied Intelligence.

Classify Sina Weibo users into High or Low happiness Groups Using Linguistic and Behavior Features pdf

Tingshao Zhu, Lei Zhang, Zhenxiang Chen, 2015, ArXiv.

Using Linguistic Features to Estimate Suicide Probability of Chinese Microblog Users pdf

Lei Zhang, Tingshao Zhu, Xiaolei Huang, 2014, HCC.

Deep and broad URL feature mining for android malware detection

Mauro Conti, Qiben Yan, Shanshan Wang, 2020, Inf. Sci..

A novel semi-supervised learning method for Internet application identification

Lin Wang, Lei Zhang, Lizhi Peng, 2017, Soft Comput..

Adaptive Data Sampling Mechanism for Process Object

Kun Zhang, Kun Ma, Yongzheng Lin, 2018, ICA3PP.

Machine Learning-Based Classification of Academic Performance via Imaging Sensors

Zhenxiang Chen, Kun Ma, Yongzheng Lin, 2021, IEEE Sensors Journal.

Feature Selection Toward Optimizing Internet Traffic Behavior Identification

Lizhi Peng, Zhenxiang Chen, Shupeng Zhao, 2014, ICA3PP.

A Novel Online Traffic Classification Method Based on Few Packets

Lizhi Peng, Zhenxiang Chen, Shan Jing, 2012, 2012 8th International Conference on Wireless Communications, Networking and Mobile Computing.

Improving Multi-layer Particle Swarm Optimization Using Powell Method

Lin Wang, Bo Yang, Kun Tang, 2017, ICSI.

Improving Particle Swarm Optimization Using Co-Optimization of Particles and Acceleration Constants

Lin Wang, Bo Yang, Zhenxiang Chen, 2016, HIS.

GIST: A generative model with individual and subgroup-based topics for group recommendation

Guandong Xu, Kun Ma, Runyuan Sun, 2018, Expert Syst. Appl..

Gaussian Distribution Based Oversampling for Imbalanced Data Classification

Haibo Zhang, Zhenxiang Chen, Lizhi Peng, 2020, IEEE Transactions on Knowledge and Data Engineering.

Delay-Tolerant Network Based Secure Transmission System Design

Zhenxiang Chen, Gang Ming, Zhenxiang Chen, 2016, CloudComp.

Gradient descent evolved imbalanced data gravitation classification with an application on Internet video traffic identification

Haibo Zhang, Lizhi Peng, Zhenxiang Chen, 2020, Inf. Sci..

Improvement of neural network classifier using floating centroids

A. Abraham, Lin Wang, Hongwei Sun, 2012, Knowledge and Information Systems.

Improving Nearest Neighbor Partitioning Neural Network Classifier Using Multi-layer Particle Swarm Optimization

Bo Yang, Ajith Abraham, He Zhang, 2018, HIS.

Lexical Mining of Malicious URLs for Classifying Android Malware

Mauro Conti, Bo Yang, Lin Wang, 2018, SecureComm.

A Novel Improvement of Neural Network Classification Using Further Division of Partition Space

Bo Yang, Ajith Abraham, Lin Wang, 2007, IWINAC.

Online hybrid traffic classifier for Peer-to-Peer systems based on network processors

Bo Yang, Yuehui Chen, Ajith Abraham, 2009, Appl. Soft Comput..

Network-based Malware Detection with a Two-tier Architecture for Online Incremental Update

Bo Yang, Chuan Zhao, Lizhi Peng, 2020, 2020 IEEE/ACM 28th International Symposium on Quality of Service (IWQoS).

DART: Detecting Unseen Malware Variants using Adaptation Regularization Transfer Learning

Bo Yang, Hao Li, Qiben Yan, 2019, ICC 2019 - 2019 IEEE International Conference on Communications (ICC).

DC-CNN: Dual-channel Convolutional Neural Networks with attention-pooling for fake news detection

Zhenxiang Chen, Ajith Abraham, Ke Ji, 2022, Applied Intelligence.

A Fast and Effective Detection of Mobile Malware Behavior Using Network Traffic

Yuliang Shi, Chuan Zhao, Shanshan Wang, 2018, ICA3PP.

Flexible neural trees based early stage identification for IP traffic

Jin Li, Bo Yang, Yuehui Chen, 2017, Soft Comput..

Generative learning for imbalanced data using the Gaussian mixed model

Bo Yang, Haibo Zhang, Zhenxiang Chen, 2019, Appl. Soft Comput..

Secure Comparison Under Ideal/Real Simulation Paradigm

Mauro Conti, Shengnan Zhao, Bo Zhang, 2018, IEEE Access.

PrivateDL : Privacy‐preserving collaborative deep learning against leakage from gradient sharing

Shujie Cui, Chuan Zhao, Shan Jing, 2020, Int. J. Intell. Syst..

Neural Network Rule Extraction for Real Time Traffic Behavior Identification

Lin Wang, Lizhi Peng, Zhenxiang Chen, 2018, 2018 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC).

Abnormal Phone Analysis Based on Learning to Rank and Ensemble Learning in Environment of Telecom Big Data

Kun Ma, Zhenxiang Chen, Runyuan Sun, 2019, ICMLC '19.

Abnormal telephone identification via an ensemble-based classification framework

Kun Ma, Yahan Yuan, Ke Ji, 2019, ACM TUR-C.

Imbalanced learning based on adaptive weighting and Gaussian function synthesizing with an application on Android malware detection

Bo Yang, Hongli Zhang, Lizhi Peng, 2019, Inf. Sci..

Estimating cement compressive strength using three-dimensional microstructure images and deep belief network

Shi-Yuan Han, Ajith Abraham, Jifeng Guo, 2020, Eng. Appl. Artif. Intell..

Improvement of Neural-Network Classifiers Using Fuzzy Floating Centroids

Bo Yang, Jin Zhou, Shuangrong Liu, 2020, IEEE Transactions on Cybernetics.

Expert Recommendations with Temporal Dynamics of User Interest in CQA

Yidong Li, Zhenxiang Chen, Ke Ji, 2021, WISE.

DroidCollector: A High Performance Framework for High Quality Android Traffic Collection

Bo Yang, Dong Cao, Qun Li, 2016, 2016 IEEE Trustcom/BigDataSE/ISPA.

DroidClassifier: Efficient Adaptive Mining of Application-Layer Header for Classifying Android Malware

Witawas Srisa-an, Qiben Yan, Zhiqiang Li, 2016, SecureComm.

A Novel Classification Method Based on Data Gravitation

Yuehui Chen, Bo Yang, Zhenxiang Chen, 2005, 2005 International Conference on Neural Networks and Brain.

Research on intelligent terminal oriented optimal parking space recommendation model

Runyuan Sun, Zhenxiang Chen, Jiabin Fu, 2014, 17th International IEEE Conference on Intelligent Transportation Systems (ITSC).

A Relational Approach to Model Transformation with QVT Relations Supporting Model Synchronization

Bo Yang, Ajith Abraham, Kun Ma, 2011, J. Univers. Comput. Sci..

A Signature-Based Assistant Random Oversampling Method for Malware Detection

Lizhi Peng, Ke Ji, Kun Ma, 2019, 2019 18th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/13th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE).