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2020 – today
- 2025
[j31]Ying Pang
, Lizhi Peng, Haibo Zhang, Zhenxiang Chen, Bo Yang:
Imbalanced ensemble learning leveraging a novel data-level diversity metric. Pattern Recognit. 157: 110886 (2025)- 2024
- [j30]Lizhi Peng, Bo Zhao:
Navigating the ethical landscape behind ChatGPT. Big Data Soc. 11(1) (2024) - [j29]Muwei Jian, Chen Tao, Ronghua Wu, Haoran Zhang, Xiaoguang Li, Rui Wang, Yanlei Wang, Lizhi Peng, Jian Zhu:
HRU-Net: A high-resolution convolutional neural network for esophageal cancer radiotherapy target segmentation. Comput. Methods Programs Biomed. 250: 108177 (2024) - [j28]Ying Pang, Haibo Zhang, Jeremiah D. Deng, Lizhi Peng, Fei Teng:
Collaborative Learning With Heterogeneous Local Models: A Rule-Based Knowledge Fusion Approach. IEEE Trans. Knowl. Data Eng. 36(11): 5768-5783 (2024) - [i4]Xiaojie Yu, Haibo Zhang, Lizhi Peng, Fengyang Sun, Jeremiah D. Deng:
ESS-ReduNet: Enhancing Subspace Separability of ReduNet via Dynamic Expansion with Bayesian Inference. CoRR abs/2411.17961 (2024) - 2023
- [j27]Ting Wu, Yihang Hao, Bo Yang, Lizhi Peng:
ECM-EFS: An ensemble feature selection based on enhanced co-association matrix. Pattern Recognit. 139: 109449 (2023) - [c51]Hui Li, Yihang Hao, Mengda Lyu, Xiaojie Yu, Bo Yang, Lizhi Peng:
An Early Stage Identification of Cryptomining Behavior with DNS Requests. ADMA (5) 2023: 30-44 - [c50]Licheng Zhang, Shuaili Liu, Qingsheng Yang, Zhongfeng Qu, Lizhi Peng:
A Novel Adaptive Distribution Distance-Based Feature Selection Method for Video Traffic Identification. ADMA (4) 2023: 226-240 - [c49]Peng Yuan, Shanshan Wang, Chuan Zhao, Wenyue Wang, Daokuan Bai, Lizhi Peng, Zhenxiang Chen:
Adversarial Attack with Genetic Algorithm against IoT Malware Detectors. ICC 2023: 1413-1418 - [c48]Yuhui Zhu, Zhenxiang Chen, Qiben Yan, Shanshan Wang, Alberto Giaretta, Enlong Li, Lizhi Peng, Chuan Zhao, Mauro Conti:
Devils in the Clouds: An Evolutionary Study of Telnet Bot Loaders. ICC 2023: 2338-2344 - [c47]Yaqi Li, Lizhi Peng, Yihang Hao, Hui Li, Xiang Chen, Bo Yang:
D-CoA: Probability Density-based Confidence Assignment Semi-Supervised Clustering Ensemble. ICPADS 2023: 327-332 - [c46]Mengda Lyu, Lizhi Peng, Hui Li, Bo Yang, Xiang Chen:
Sketch-based Real-time Intrusion Detection Framework for Industrial Internet of Things. ICPADS 2023: 2227-2234 - [c45]Yingshuo Bao, Shuaili Liu, Zhongfeng Qu, Lizhi Peng:
Live-Stream Identification Based on Reasoning Network with Core Traffic Set. KSEM (2) 2023: 16-26 - [i3]Licheng Zhang, Shuaili Liu, Qingsheng Yang, Zhongfeng Qu, Lizhi Peng:
Video traffic identification with novel feature extraction and selection method. CoRR abs/2303.03949 (2023) - 2022
- [j26]Peifa Sun, Mengda Lyu, Hui Li, Bo Yang, Lizhi Peng:
An early stage convolutional feature extracting method using for mining traffic detection. Comput. Commun. 193: 346-354 (2022) - [j25]Xiao Sun, Jindong Xu, Yongli Ma, Tianyu Zhao, Shifeng Ou, Lizhi Peng:
Blind image separation based on attentional generative adversarial network. J. Ambient Intell. Humaniz. Comput. 13(3): 1397-1404 (2022) - [j24]Shuzhuang Zhang, Yaning Zhang, Min Zhou, Lizhi Peng:
Community detection based on similarities of communication behavior in IP networks. J. Ambient Intell. Humaniz. Comput. 13(3): 1451-1461 (2022) - [j23]Yuxi Xie, Min Qiu, Haibo Zhang, Lizhi Peng, Zhenxiang Chen:
Gaussian Distribution Based Oversampling for Imbalanced Data Classification. IEEE Trans. Knowl. Data Eng. 34(2): 667-679 (2022) - [c44]Yihang Hao, Ting Wu, Lizhi Peng, Bo Yang:
NB-Radar: An Effective Method for Detecting Local Network Behaviors. ICCT 2022: 634-638 - [c43]Shuaili Liu, Licheng Zhang, Peifa Sun, Yingshuo Bao, Lizhi Peng:
Video traffic identification with a distribution distance-based feature selection. IPCCC 2022: 80-86 - [c42]Wenyue Wang, Shanshan Wang, Daokuan Bai, Chuan Zhao, Lizhi Peng, Zhenxiang Chen:
SFMD: A Semi-Supervised Federated Malicious Traffic Detection Approach in IoT. ISPA/BDCloud/SocialCom/SustainCom 2022: 774-781 - [c41]Ying Pang, Haibo Zhang, Jeremiah D. Deng, Lizhi Peng, Fei Teng:
Rule-Based Collaborative Learning with Heterogeneous Local Learning Models. PAKDD (1) 2022: 639-651 - [i2]Yuhui Zhu, Zhenxiang Chen, Qiben Yan, Shanshan Wang, Enlong Li, Lizhi Peng, Chuan Zhao:
Mining Function Homology of Bot Loaders from Honeypot Logs. CoRR abs/2206.00385 (2022) - [i1]Yuhui Zhu, Zhenxiang Chen, Qiben Yan, Shanshan Wang, Alberto Giaretta, Enlong Li, Lizhi Peng, Chuan Zhao, Mauro Conti:
Devils in the Clouds: An Evolutionary Study of Telnet Bot Loaders. CoRR abs/2211.14790 (2022) - 2021
- [j22]Min Qiu, Lizhi Peng, Ying Pang, Bo Yang, Panpan Li:
Similarity-evaluation-based evolving of flexible neural trees for imbalanced classification. Appl. Soft Comput. 111: 107852 (2021) - [j21]Anli Yan, Zhenxiang Chen, Haibo Zhang, Lizhi Peng, Qiben Yan, Muhammad Umair Hassan, Chuan Zhao, Bo Yang:
Effective detection of mobile malware behavior based on explainable deep neural network. Neurocomputing 453: 482-492 (2021) - [c40]Peifa Sun, Lizhi Peng, Bo Yang, Shuaili Liu:
A Novel Feature Method for Fast Extraction of Mining Traffic. HPCC/DSS/SmartCity/DependSys 2021: 783-790 - [c39]Cong Liu, Anli Yan, Zhenxiang Chen, Haibo Zhang, Qiben Yan, Lizhi Peng, Chuan Zhao:
IEdroid: Detecting Malicious Android Network Behavior Using Incremental Ensemble of Ensembles. ICPADS 2021: 788-795 - [c38]Gang Zhang, Hao Li, Zhenxiang Chen, Lizhi Peng, Yuhui Zhu, Chuan Zhao:
AndroCreme: Unseen Android Malware Detection Based on Inductive Conformal Learning. TrustCom 2021: 651-658 - 2020
- [j20]Shanshan Wang, Zhenxiang Chen, Qiben Yan, Ke Ji, Lizhi Peng, Bo Yang, Mauro Conti:
Deep and broad URL feature mining for android malware detection. Inf. Sci. 513: 600-613 (2020) - [j19]Anqi Teng, Lizhi Peng, Yuxi Xie, Haibo Zhang, Zhenxiang Chen:
Gradient descent evolved imbalanced data gravitation classification with an application on Internet video traffic identification. Inf. Sci. 539: 447-460 (2020) - [c37]Anli Yan, Zhenxiang Chen, Riccardo Spolaor, Shuaishuai Tan, Chuan Zhao, Lizhi Peng, Bo Yang:
Network-based Malware Detection with a Two-tier Architecture for Online Incremental Update. IWQoS 2020: 1-10 - [c36]Xiaojie Yu, Min Qiu, Lizhi Peng:
A Novel Method to Classify Videos Based VBR Trace. ML4CS (2) 2020: 270-282 - [c35]Xuemei Li, Bo Yang, Lizhi Peng, Baosheng Li, Jian Zhu:
An Imbalanced Learning Based Method for Esophageal Squamous Cell Carcinoma (ESCC) Distant Metastasis Predicting. ML4CS (3) 2020: 441-453
2010 – 2019
- 2019
- [j18]Yuxi Xie, Lizhi Peng, Zhenxiang Chen, Bo Yang, Hongli Zhang, Haibo Zhang:
Generative learning for imbalanced data using the Gaussian mixed model. Appl. Soft Comput. 79: 439-451 (2019) - [j17]Ying Pang, Lizhi Peng, Zhenxiang Chen, Bo Yang, Hongli Zhang:
Imbalanced learning based on adaptive weighting and Gaussian function synthesizing with an application on Android malware detection. Inf. Sci. 484: 95-112 (2019) - [j16]Hanbo Deng, Lizhi Peng, Haibo Zhang, Bo Yang, Zhenxiang Chen:
Ranking-based biased learning swarm optimizer for large-scale optimization. Inf. Sci. 493: 120-137 (2019) - [j15]Shanshan Wang, Zhenxiang Chen, Qiben Yan, Bo Yang, Lizhi Peng, Zhongtian Jia:
A mobile malware detection method using behavior features in network traffic. J. Netw. Comput. Appl. 133: 15-25 (2019) - [j14]Lizhi Peng, Haibo Zhang, Houcine Hassan, Yuehui Chen, Bo Yang:
Accelerating data gravitation-based classification using GPU. J. Supercomput. 75(6): 2930-2949 (2019) - [c34]Anqi Teng, Lizhi Peng, Yuxi Xie, Haibo Zhang, Zhenxiang Chen:
Imbalanced Data Gravitation Classification Model Using For Internet Video Traffic Identification. BigDataSecurity/HPSC/IDS 2019: 172-177 - [c33]Kaipeng Fan, Jifeng Guo, Bo Yang, Lin Wang, Lizhi Peng, Baosheng Li, Jian Zhu, Ajith Abraham:
A Prognosis Method for Esophageal Squamous Cell Carcinoma Based on CT Image and Three-Dimensional Convolutional Neural Networks. ISDA 2019: 622-631 - [c32]Ying Pang, Zhenxiang Chen, Lizhi Peng, Kun Ma, Chuan Zhao, Ke Ji:
A Signature-Based Assistant Random Oversampling Method for Malware Detection. TrustCom/BigDataSE 2019: 256-263 - 2018
- [j13]Zhenxiang Chen, Qiben Yan, Hongbo Han, Shanshan Wang, Lizhi Peng, Lin Wang, Bo Yang:
Machine learning based mobile malware detection using highly imbalanced network traffic. Inf. Sci. 433-434: 346-364 (2018) - [c31]Yuxi Xie, Hanbo Deng, Lizhi Peng, Zhenxiang Chen:
Accurate Identification of Internet Video Traffic Using Byte Code Distribution Features. ICA3PP (1) 2018: 46-58 - [c30]Anran Liu, Zhenxiang Chen, Shanshan Wang, Lizhi Peng, Chuan Zhao, Yuliang Shi:
A Fast and Effective Detection of Mobile Malware Behavior Using Network Traffic. ICA3PP (4) 2018: 109-120 - [c29]Sean Hsin-Shyuan Lee, Jeremiah D. Deng, Martin K. Purvis, Maryam Purvis, Lizhi Peng:
An Improved PBIL Algorithm for Optimal Coalition Structure Generation of Smart Grids. PAKDD (Workshops) 2018: 345-356 - [c28]Qi He, Zhenxiang Chen, Anli Yan, Lizhi Peng, Chuan Zhao, Yuliang Shi:
TrafficPSSF: A Fast and An Effective Malware Detection Under Online and Offline. SPAC 2018: 14-19 - [c27]Anli Yan, Zhenxiang Chen, Lin Wang, Lizhi Peng, Muhammad Umair Hassan, Chuan Zhao:
Neural Network Rule Extraction for Real Time Traffic Behavior Identification. SPAC 2018: 146-151 - [c26]Rui Wang, Jinfeng Zhao, Lizhi Peng, Bo Yang, Lin Wang, Baosheng Li:
Medical entity recognition of Esophageal Carcinoma based on word clustering. SPAC 2018: 348-353 - 2017
- [j12]Lizhi Peng, Haibo Zhang, Yuehui Chen, Bo Yang:
Imbalanced traffic identification using an imbalanced data gravitation-based classification model. Comput. Commun. 102: 177-189 (2017) - [j11]Lizhi Peng, Hongli Zhang, Haibo Zhang, Bo Yang:
A fast feature weighting algorithm of data gravitation classification. Inf. Sci. 375: 54-78 (2017) - [j10]Zhenxiang Chen, Zhusong Liu, Lizhi Peng, Lin Wang, Lei Zhang:
A novel semi-supervised learning method for Internet application identification. Soft Comput. 21(8): 1963-1975 (2017) - [j9]Zhenxiang Chen, Lizhi Peng, Chongzhi Gao, Bo Yang, Yuehui Chen, Jin Li:
Flexible neural trees based early stage identification for IP traffic. Soft Comput. 21(8): 2035-2046 (2017) - [j8]Haibo Zhang, Luming Wan, Yawen Chen, Laurence T. Yang, Lizhi Peng:
Adaptive Message Routing and Replication in Mobile Opportunistic Networks for Connected Communities. ACM Trans. Internet Techn. 18(1): 2:1-2:22 (2017) - [c25]Sean Hsin-Shyuan Lee, Jeremiah D. Deng, Lizhi Peng, Martin K. Purvis, Maryam Purvis:
Top-k Merit Weighting PBIL for Optimal Coalition Structure Generation of Smart Grids. ICONIP (4) 2017: 171-181 - 2016
- [j7]Lizhi Peng, Bo Yang, Yuehui Chen, Zhenxiang Chen:
Effectiveness of Statistical Features for Early Stage Internet Traffic Identification. Int. J. Parallel Program. 44(1): 181-197 (2016) - [c24]Lizhi Peng, Haibo Zhang, Bo Yang, Yuehui Chen, Xiaoqing Zhou:
Early Stage Internet Traffic Identification Using Data Gravitation Based Classification. DASC/PiCom/DataCom/CyberSciTech 2016: 504-511 - [c23]Lizhi Peng, Haibo Zhang, Bo Yang, Yuehui Chen, Xiaoqing Zhou:
SMOTE-DGC: An Imbalanced Learning Approach of Data Gravitation Based Classification. ICIC (2) 2016: 133-144 - [c22]Chengwei Wang, Dan Kang, Xiuyang Zhao, Lizhi Peng, Caiming Zhang:
Extraction of Feature Points on 3D Meshes Through Data Gravitation. ICIC (2) 2016: 601-612 - [c21]Lizhi Peng, Bo Yang, Yuehui Chen, Xiaoqing Zhou:
An under-sampling imbalanced learning of data gravitation based classification. ICNC-FSKD 2016: 419-425 - [c20]Lizhi Peng, Haibo Zhang, Bo Yang, Majing Su, Yuehui Chen:
On the Effectiveness of Packet Sampling for Early Stage Traffic Identification. iThings/GreenCom/CPSCom/SmartData 2016: 468-473 - [c19]Linlin Wang, Lizhi Peng, Majing Su, Bo Yang, Xiaoqing Zhou:
On the Impact of Packet Inter Arrival Time for Early Stage Traffic Identification. iThings/GreenCom/CPSCom/SmartData 2016: 510-515 - [c18]Shanshan Wang, Zhenxiang Chen, Lei Zhang, Qiben Yan, Bo Yang, Lizhi Peng, Zhongtian Jia:
TrafficAV: An effective and explainable detection of mobile malware behavior using network traffic. IWQoS 2016: 1-6 - [c17]Dong Cao, Shanshan Wang, Qun Li, Zhenxiang Chen, Qiben Yan, Lizhi Peng, Bo Yang:
DroidCollector: A High Performance Framework for High Quality Android Traffic Collection. Trustcom/BigDataSE/ISPA 2016: 1753-1758 - 2015
- [j6]Lizhi Peng, Bo Yang, Yuehui Chen:
Effective packet number for early stage internet traffic identification. Neurocomputing 156: 252-267 (2015) - [c16]Hongbo Han, Zhenxiang Chen, Qiben Yan, Lizhi Peng, Lei Zhang:
A Real-time Android Malware Detection System Based on Network Traffic Analysis. ICA3PP (3) 2015: 504-516 - [c15]Zhenxiang Chen, Keke Wang, Lizhi Peng, Tao Sun, Lei Zhang:
High Performance NetFPGA and Multi-fractal Wavelet Model Based Network Traffic Generator. ICSI (3) 2015: 287-296 - [c14]Zhenxiang Chen, Qiben Yan, Lei Zhang, Lizhi Peng, Hongbo Han:
Using Map-Based Interactive Interface for Understanding and Characterizing Crime Data in Cities. ICSI (3) 2015: 479-490 - [c13]Zhenxiang Chen, Hongbo Han, Qiben Yan, Bo Yang, Lizhi Peng, Lei Zhang, Jin Li:
A First Look at Android Malware Traffic in First Few Minutes. TrustCom/BigDataSE/ISPA (1) 2015: 206-213 - 2014
- [j5]Lizhi Peng, Hongli Zhang, Bo Yang, Yuehui Chen:
A new approach for imbalanced data classification based on data gravitation. Inf. Sci. 288: 347-373 (2014) - [c12]Lizhi Peng, Bo Yang, Yuehui Chen:
Hierarchical RBF Neural Network Using for Early Stage Internet Traffic Identification. CSE 2014: 1188-1195 - [c11]Lizhi Peng, Hongli Zhang, Bo Yang, Yuehui Chen:
Feature Evaluation for Early Stage Internet Traffic Identification. ICA3PP (1) 2014: 511-525 - [c10]Zhenxiang Chen, Lizhi Peng, Shupeng Zhao, Lei Zhang, Shan Jing:
Feature Selection Toward Optimizing Internet Traffic Behavior Identification. ICA3PP (2) 2014: 631-644 - 2011
- [j4]Lizhi Peng, Bo Yang, Lei Zhang, Yuehui Chen:
A parallel evolving algorithm for flexible neural tree. Parallel Comput. 37(10-11): 653-666 (2011) - 2010
- [c9]Runyuan Sun, Bo Yang, Lizhi Peng, Zhenxiang Chen, Lei Zhang, Shan Jing:
Traffic classification using probabilistic neural networks. ICNC 2010: 1914-1919 - [c8]Lizhi Peng, Hongli Zhang, Bo Yang, Yuehui Chen, Mahmoud T. Qassrawi, Gang Lu:
Traffic identification using flexible neural trees. IWQoS 2010: 1-5
2000 – 2009
- 2009
- [j3]Zhenxiang Chen, Bo Yang, Yuehui Chen, Ajith Abraham, Crina Grosan, Lizhi Peng:
Online hybrid traffic classifier for Peer-to-Peer systems based on network processors. Appl. Soft Comput. 9(2): 685-694 (2009) - [j2]Lizhi Peng, Bo Yang, Yuehui Chen, Ajith Abraham:
Data gravitation based classification. Inf. Sci. 179(6): 809-819 (2009) - 2007
- [j1]Yuehui Chen, Bo Yang, Ajith Abraham, Lizhi Peng:
Automatic Design of Hierarchical Takagi-Sugeno Type Fuzzy Systems Using Evolutionary Algorithms. IEEE Trans. Fuzzy Syst. 15(3): 385-397 (2007) - [c7]Lin Wang, Bo Yang, Zhenxiang Chen, Ajith Abraham, Lizhi Peng:
A Novel Improvement of Neural Network Classification Using Further Division of Partition Space. IWINAC (1) 2007: 214-223 - 2006
- [c6]Bo Yang, Lizhi Peng, Yuehui Chen, Hanxing Liu, Runzhang Yuan:
A DGC-Based Data Classification Method Used for Abnormal Network Intrusion Detection. ICONIP (3) 2006: 209-216 - [c5]Yuehui Chen, Lizhi Peng, Ajith Abraham:
Gene Expression Profiling Using Flexible Neural Trees. IDEAL 2006: 1121-1128 - [c4]Zhenxiang Chen, Haiyang Wang, Lizhi Peng, Bo Yang, Yuehui Chen:
A Novel Method of P2P Hosts Detection Based on Flexible Neural Tree. ISDA (2) 2006: 556-561 - [c3]Yuehui Chen, Lizhi Peng, Ajith Abraham:
Exchange Rate Forecasting Using Flexible Neural Trees. ISNN (2) 2006: 518-523 - [c2]Yuehui Chen, Lizhi Peng, Ajith Abraham:
Hierarchical Radial Basis Function Neural Networks for Classification Problems. ISNN (1) 2006: 873-879 - [c1]Yuehui Chen, Lizhi Peng, Ajith Abraham:
Stock Index Modeling Using Hierarchical Radial Basis Function Networks. KES (3) 2006: 398-405
Coauthor Index
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