Huisheng Zhang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 60

Top Topics

Learning Algorithm

Extreme Learning Machine

Top Venues

Neural Process. Lett.

Publications

Shichao Zhai, Zhe Li, Huisheng Zhang, Lidan Wang, Shukai Duan, Jia Yan
A multilevel interleaved group attention-based convolutional network for gas detection via an electronic nose system. Eng. Appl. Artif. Intell. 133 (2024)
Junling Jing, Cai Jinhang, Huisheng Zhang, Wenxia Zhang
Boundedness and Convergence of Mini-batch Gradient Method with Cyclic Dropconnect and Penalty. Neural Process. Lett. 56 (2) (2024)
Ke Zhang, Huisheng Zhang, Xue Wang
A hybrid complex spectral conjugate gradient learning algorithm for complex-valued data processing. Eng. Appl. Artif. Intell. 133 (2024)
Ying Zhang, Jianing Wei, Dongpo Xu, Huisheng Zhang
Regularization for Feedfoward Neural Networks. Neural Process. Lett. 55 (2) (2023)
Qianen He, Zhiqiang Mei, Huisheng Zhang, Xiuying Xu
Automatic Real-Time Detection of Infant Drowning Using YOLOv5 and Faster R-CNN Models Based on Video Surveillance. J. Soc. Comput. 4 (1) (2023)
Wenjiao Xie, Huisheng Zhang
Unsourced Random Access Exploiting Patterned Reed-Muller Codes and Projective Decoding. GLOBECOM (2023)
Huisheng Zhang, Chunmei Qi, Qingqing Ma, Dongpo Xu
Performance bounds of complex-valued nonlinear estimators in learning systems. Neurocomputing 557 (2023)
Zijian Wang, Mingye Han, Huisheng Zhang, Jia Yan
A Double-Level Interleaved Group Convolutional Network in the Frequency Domain for E-Nose Gas Recognition. SENSORS (2023)
Wenjiao Xie, Runhe Tian, Huisheng Zhang
Iterative List Patterned Reed-Muller Projection Detection-Based Packetized Unsourced Massive Random Access. Sensors 23 (14) (2023)
Huisheng Zhang, Zaiqiang Wang, Dehao Chen, Shuai Zhu, Dongpo Xu
Quaternion Extreme Learning Machine Based on Real Augmented Representation. IEEE Signal Process. Lett. 30 (2023)
Wenjiao Xie, Huisheng Zhang
Patterned Reed-Muller Sequences with Outer A-Channel Codes and Projective Decoding for Slot-Controlled Unsourced Random Access. Sensors 23 (11) (2023)
Yuanfu Li, Yao Chen, Zhenchao Hu, Huisheng Zhang
Remaining useful life prediction of aero-engine enabled by fusing knowledge and deep learning models. Reliab. Eng. Syst. Saf. 229 (2023)
Yuanfu Li, Yifan Chen, Haonan Shao, Huisheng Zhang
A novel dual attention mechanism combined with knowledge for remaining useful life prediction based on gated recurrent units. Reliab. Eng. Syst. Saf. 239 (2023)
Qianen He, Huisheng Zhang, Zhiqiang Mei, Xiuying Xu
High accuracy intelligent real-time framework for detecting infant drowning based on deep learning. Expert Syst. Appl. 228 (2023)
Lei Ren, Dehao Chen, Zexin Miao, Huisheng Zhang
News Recommendation Model Based on Long-Term and Short-Term Interests. ICBDT (2022)
Yuanfu Li, Jinwei Chen, Zhenchao Hu, Huisheng Zhang, Jinzhi Lu, Dimitris Kiritsis
Co-simulation of complex engineered systems enabled by a cognitive twin architecture. Int. J. Prod. Res. 60 (24) (2022)
Qingqing Ma, Chunmei Qi, Huisheng Zhang
Batch gradient neuro-fuzzy learning method with smoothing L0 regularization for the first-order Takagi-Sugeno system. icWCSN (2022)
Jianqi Luo, Jinlan Liu, Dongpo Xu, Huisheng Zhang
SGD-rα: A real-time α-suffix averaging method for SGD with biased gradient estimates. Neurocomputing 487 (2022)
Dongpo Xu, Shengdong Zhang, Huisheng Zhang, Danilo P. Mandic
Convergence of the RMSProp deep learning method with penalty for nonconvex optimization. Neural Networks 139 (2021)
Hui Wang, Yuanyuan Wang, Shuai Zhu, Huisheng Zhang
Online Sequential Complex-Valued ELM for Noncircular Signals: Augmented Structures and Learning Algorithms. IEEE Access 9 (2021)
Shiya Sun, Huisheng Zhang
Double-direction quantum cyclic controlled remote state preparation of two-qubit states. Quantum Inf. Process. 20 (6) (2021)
Shuai Zhu, Hui Wang, Hui Lv, Huisheng Zhang
Augmented Online Sequential Quaternion Extreme Learning Machine. Neural Process. Lett. 53 (2) (2021)
Shiya Sun, Huisheng Zhang
Quantum double-direction cyclic controlled communication via a thirteen-qubit entangled state. Quantum Inf. Process. 19 (4) (2020)
Zhenchao Hu, Jinzhi Lu, Jinwei Chen, Xiaochen Zheng, Dimitrios Kyritsis, Huisheng Zhang
A Complexity Analysis Approach for Model-based System Engineering. SoSE (2020)
Jinzhi Lu, Xiaochen Zheng, Zhenchao Hu, Huisheng Zhang, Dimitris Kiritsis
Towards a Decentralized Digital Engineering Assets Marketplace: Empowered by Model-based Systems Engineering and Distributed Ledger Technology. CoRR (2020)
Huisheng Zhang, Ying Zhang, Shuai Zhu, Dongpo Xu
Deterministic convergence of complex mini-batch gradient learning algorithm for fully complex-valued neural networks. Neurocomputing 407 (2020)
Jinwei Chen, Zhenchao Hu, Jinzhi Lu, Huisheng Zhang, Sihan Huang, Martin Törngren
An Open Source Lifecycle Collaboration Approach Supporting Internet of Things System Development. SoSE (2019)
Ruijin Ma, Huisheng Zhang
Channel estimation for massive multiple-input and multiple-output system based on different measurement matrices. IET Networks 8 (3) (2019)
Huisheng Zhang, Hui Lv
Augmented Quaternion Extreme Learning Machine. IEEE Access 7 (2019)
Lixin Li, Jiao He, Lie-Liang Yang, Zhu Han, Miao Pan, Wei Chen, Huisheng Zhang, Xu Li
Spectral- and Energy-Efficiency of Multi-Pair Two-Way Massive MIMO Relay Systems Experiencing Channel Aging. IEEE Access 7 (2019)
Kaiyuan Xue, Lixin Li, Fucheng Yang, Huisheng Zhang, Xu Li, Zhu Han
Multi-UAV Delay Optimization in Edge Caching Networks: A Mean Field Game Approach. WOCC (2019)
Youbing Hu, Lixin Li, Huisheng Zhang, Wei Liang, Ang Gao
Wireless Powered D2D Communication Security Using LSTM in Emergency Communication System. WOCC (2019)
Peitong Yang, Lixin Li, Wei Liang, Huisheng Zhang, Zhiguo Ding
Latency Optimization for Multi-user NOMA-MEC Offloading Using Reinforcement Learning. WOCC (2019)
Huisheng Zhang, Yuanyuan Wang, Dongpo Xu, Jing Wang, Lihong Xu
The augmented complex-valued extreme learning machine. Neurocomputing 311 (2018)
Yatai Liu, Lixin Li, Wei Liang, Huisheng Zhang, Ang Gao, Xu Li, Zhu Han
Auction-Based Users Dynamic Allocation in Heterogeneous Networks. ICCC (2018)
Peitong Yang, Lixin Li, Jiaying Yin, Huisheng Zhang, Wei Liang, Wei Chen, Zhu Han
Dynamic Spectrum Access in Cognitive Radio Networks Using Deep Reinforcement Learning and Evolutionary Game. ICCC (2018)
Jiaying Yin, Lixin Li, Huisheng Zhang, Xu Li, Ang Gao, Zhu Han
A prediction-based coordination caching scheme for content centric networking. WOCC (2018)
Dengji Zhou, Shixi Ma, Yao Chen, Tingting Wei, Huisheng Zhang, Fang Wei
A gas path fault diagnostic model for gas turbine based on deep belief network with prior information. ICPHM (2018)
Jiaying Yin, Lixin Li, Yang Xu, Wei Liang, Huisheng Zhang, Zhu Han
Joint Content Popularity Prediction and Content Delivery Policy for Cache-Enabled D2D Networks: A Deep Reinforcement Learning Approach. GlobalSIP (2018)
Jiaying Yin, Lixin Li, Huisheng Zhang, Xu Li, Ang Gao, Wei Chen, Zhu Han
High Throughput Parallel Concatenated Encoding and Decoding for Polar Codes: Design, Implementation and Performance Analysis. IWCMC (2018)
Youbing Hu, Lixin Li, Jiaying Yin, Huisheng Zhang, Wei Liang, Ang Gao, Zhu Han
Optimal Transmit Antenna Selection Strategy for MIMO Wiretap Channel Based on Deep Reinforcement Learning. ICCC (2018)
Kaiyuan Xue, Zihe Zhang, Lixin Li, Huisheng Zhang, Xu Li, Ang Gao
Adaptive Coverage Solution In Multi-UAVs Emergency Communication System: A Discrete-Time Mean-Field Game. IWCMC (2018)
Wenzhong Yan, Lixin Li, Xu Li, Ang Gao, Huisheng Zhang, Wei Chen, Zhu Han
A Contract-Based Incentive Mechanism in RF-Powered Backscatter Cognitive Radio Networks. WCSP (2018)
Qiaoliang Li, Shi Zhong, Zhewei Chen, Xueying Zhou, Guangyao Yang, Huisheng Zhang, Tianfu Wang
A high-speed end-to-end approach for retinal arteriovenous segmentation. CISP-BMEI (2017)
Dongpo Xu, Jian Dong, Huisheng Zhang
Deterministic Convergence of Wirtinger-Gradient Methods for Complex-Valued Neural Networks. Neural Process. Lett. 45 (2) (2017)
Jie Fan, Lixin Li, Huisheng Zhang, Wei Chen
Denoise-and-Forward Two-Path Successive Relaying With DBPSK Modulation. IEEE Wirel. Commun. Lett. 6 (1) (2017)
Qiaoliang Li, Jinliang Zhong, Shi Zhong, Zhewei Chen, Suwen Qi, Huisheng Zhang
An self-focusing imaging method for leukocyte recognition. CISP-BMEI (2017)
Jiao He, Lixin Li, Huisheng Zhang, Wei Chen, Lie-Liang Yang, Zhu Han
Multi-Pair Bidirectional Relaying with Full-Duplex Massive MIMO Experiencing Channel Aging. GLOBECOM (2017)
Huisheng Zhang, Yanli Tang
regularization for feedforward neural networks. Neurocomputing 224 (2017)
Nan Qi, Ming Xiao, Theodoros A. Tsiftsis, Lin Zhang, Mikael Skoglund, Huisheng Zhang
Efficient network-coded relaying systems with energy harvesting and transferring. ICC (2017)
Qiaoliang Li, Guangyao Yang, Zhewei Chen, Bin Huang, Liangliang Chen, Depeng Xu, Xueying Zhou, Shi Zhong, Huisheng Zhang, Tianfu Wang
Colorectal polyp segmentation using a fully convolutional neural network. CISP-BMEI (2017)
Nan Qi, Ming Xiao, Theodoros A. Tsiftsis, Lin Zhang, Mikael Skoglund, Huisheng Zhang
Efficient Coded Cooperative Networks With Energy Harvesting and Transferring. IEEE Trans. Wirel. Commun. 16 (10) (2017)
Jie Fan, Lixin Li, Huisheng Zhang
Full-duplex denoise-and-forward two-way relaying with DBPSK modulation. WCSP (2016)
Mingwei Wang, Huisheng Zhang, Lixin Li, Lifeng He, Zhan Yao
Performance of multiple access CSK communication system with DF cooperative strategy. Autom. Control. Comput. Sci. 50 (4) (2016)
Xiaohui Zhao, Yicheng Jiang, Tania Stathaki, Huisheng Zhang
Gait recognition method for arbitrary straight walking paths using appearance conversion machine. Neurocomputing 173 (2016)
Mingwei Wang, Huisheng Zhang, Lixi Lin, Zhan Yao, Lifeng He
Multi-relay DF cooperative communication system based on directional antenna. WOCC (2016)
Qiaoliang Li, Bowei Feng, LinPei Xie, Ping Liang, Huisheng Zhang, Tianfu Wang
A Cross-Modality Learning Approach for Vessel Segmentation in Retinal Images. IEEE Trans. Medical Imaging 35 (1) (2016)
Nan Qi, Ming Xiao, Theodoros A. Tsiftsis, Mikael Skoglund, Huisheng Zhang
Efficient Coded Cooperative Networks with Energy Harvesting and Wireless Power Transfer. CoRR (2016)
Qiaoliang Li, Zhewei Chen, Ping Liang, Li Deng, Jinliang Zhong, Xinyu Liu, Suwen Qi, Huisheng Zhang, Tianfu Wang
Multi-view face detector using a single cascade classifier. SKIMA (2016)
Huisheng Zhang, Danilo P. Mandic
Is a Complex-Valued Stepsize Advantageous in Complex-Valued Gradient Learning Algorithms? IEEE Trans. Neural Networks Learn. Syst. 27 (12) (2016)
Qiaoliang Li, Suwen Qi, Yuanyuan Shen, Dong Ni, Huisheng Zhang, Tianfu Wang
Multispectral Image Alignment With Nonlinear Scale-Invariant Keypoint and Enhanced Local Feature Matrix. IEEE Geosci. Remote. Sens. Lett. 12 (7) (2015)
Xin Chen, Qiaoliang Li, Suwen Qi, Huisheng Zhang, Siping Chen, Tianfu Wang
Continuous fascicle orientation measurement of medial gastrocnemius muscle in ultrasonography using frequency domain Radon transform. Biomed. Signal Process. Control. 20 (2015)
Jie Fan, Lixin Li, Tao Bao, Huisheng Zhang
Two-way relaying with differential MPSK modulation in virtual full duplexing system. ICCC (2015)
Dakun Yang, Zhengxue Li, Yan Liu, Huisheng Zhang, Wei Wu
A Modified Learning Algorithm for Interval Perceptrons with Interval Weights. Neural Process. Lett. 42 (2) (2015)
Suwen Qi, Hongfei Jia, Zhenyu Li, Yangwei Jiang, Qiaoliang Li, Huisheng Zhang, Feng Tian
Determination of the concentration of a-fetoprotein using an Alexa fluor-based fluorescence immunoassay. BMEI (2015)
Qiaofeng Ou, Huisheng Zhang, Lixin Li, Bangshu Xiong
Impulse noise removal in two-dimensional electrophoresis images based on dome recognition. BMEI (2015)
Huisheng Zhang, Yanli Tang, Xiaodong Liu
regularization for feedforward neural networks. Neural Comput. Appl. 26 (2) (2015)
Dongpo Xu, Huisheng Zhang, Danilo P. Mandic
Convergence analysis of an augmented algorithm for fully complex-valued neural networks. Neural Networks 69 (2015)
Wenjing Wang, Lixin Li, Huisheng Zhang
Simplified partially parallel DVB-S2 LDPC decoder architectural design based on FPGA. ICCC (2014)
Huisheng Zhang, Dongpo Xu, Ying Zhang
Boundedness and Convergence of Split-Complex Back-Propagation Algorithm with Momentum and Penalty. Neural Process. Lett. 39 (3) (2014)
Suwen Qi, Yangwei Jiang, Zhenyu Li, Qiangliang Li, Huisheng Zhang, Ni Xie
An immunofluorescence assay based on quantum dots determination of Alpha fetal protein: Immunofluorescence assay for AFP. BMEI (2014)
Qiaoliang Li, Huisheng Zhang, Tianfu Wang
Scale Invariant Feature Matching using Rotation-Invariant Distance for Remote Sensing Image Registration. Int. J. Pattern Recognit. Artif. Intell. 27 (2) (2013)
Ying Zhang, Huisheng Zhang, Guoyan Chen
A Note on the Square Roots of a Class of Circulant Matrices. J. Appl. Math. 2013 (2013)
Huisheng Zhang, Xiaodong Liu, Dongpo Xu
Convergence of Chaos Injection-Based Batch Backpropagation Algorithm For Feedforward Neural Networks. ISNN (1) (2013)
Qiaoliang Li, Suwen Qi, Huisheng Zhang, Yun Deng, Xin Chen, Siping Chen, Tianfu Wang
Continuous thickness measurement of rectus femoris muscle in ultrasound image sequences: A completely automated approach. Biomed. Signal Process. Control. 8 (6) (2013)
Qiaoliang Li, Huisheng Zhang, Suwen Qi, Mingbo Qiu, Xin Chen, Siping Chen, Tianfu Wang
Continuous Detection of Muscle Aspect Ratio Using Keypoint Tracking in Ultrasonography. IEEE Trans. Biomed. Eng. 60 (8) (2013)
Huisheng Zhang, Ruikai Zhang, Qiaoliang Li, Li Yin, Siping Chen, Tianfu Wang, Shumei Lin, Xinyu Liu, Xiaofei Zhang, Xi Chen
A GPRS-based wearable electronic thermometric alarm system. BMEI (2012)
Qiaoliang Li, Xi Chen, Huisheng Zhang, Li Yin, Siping Chen, Tianfu Wang, Shumei Lin, Xinyu Liu, Xiaofei Zhang, Ruikai Zhang
Automatic human spermatozoa detection in microscopic video streams based on OpenCV. BMEI (2012)
Dongpo Xu, Hongmei Shao, Huisheng Zhang
A new adaptive momentum algorithm for split-complex recurrent neural networks. Neurocomputing 93 (2012)
Huisheng Zhang, Wei Wu, Mingchen Yao
Boundedness and convergence of batch back-propagation algorithm with penalty for feedforward neural networks. Neurocomputing 89 (2012)
Qiaoliang Li, Huisheng Zhang, Tianfu Wang
Multispectral Image Matching Using Rotation-Invariant Distance. IEEE Geosci. Remote. Sens. Lett. 8 (3) (2011)
Dongpo Xu, Huisheng Zhang, Lijun Liu
Convergence Analysis of Three Classes of Split-Complex Gradient Algorithms for Complex-Valued Recurrent Neural Networks. Neural Comput. 22 (10) (2010)
Mingchen Yao, Jie Yang, Huisheng Zhang, Wei Wu
An Attribute Value Reduction Algorithm Based on Set Operations. DBTA (2009)
Huisheng Zhang, Wei Wu
Boundedness and Convergence of Online Gradient Method with Penalty for Linear Output Feedforward Neural Networks. Neural Process. Lett. 29 (3) (2009)
Huisheng Zhang, Wei Wu, Fei Liu, Mingchen Yao
Boundedness and Convergence of Online Gradient Method With Penalty for Feedforward Neural Networks. IEEE Trans. Neural Networks 20 (6) (2009)