吴端坡

吴端坡，男，博士，博士生导师，浙江温州人，国家重点研发计划项目首席科学家，中国通信学会高级会员，中国自动化学会会员，教育部产学合作协同育人项目专家，校钱江学者优秀青年。2014年毕业于浙江大学信息与电子工程学系电路与系统专业，获博士学位，2014年12月进入杭州电子科技大学，从事教学与科研工作，主持国家自然科学基金联合基金重点项目、国家重点研发计划项目、国家自然科学青年科学基金项目(C类)、浙江省自然科学联合基金、浙江省基础公益研究计划、企事业横向等项目，以第一作者/通信作者在国内外期刊发表研究论文五十余篇，其中SCI论文四十余篇，主要研究方向包括脑电信号智能处理、机器学习等。

2024.3-2025.2，国家自然科学基金委信息科学部信息科学三处，兼聘

2025.11至今，杭州电子科技大学自动化学院，学术副院长

2022.1至今，杭州电子科技大学通信工程学院，副教授

2014.12-2021.12，杭州电子科技大学通信工程学院，讲师

医疗数据智能处理

近几年主讲课程包括：《综合创新实践》、《信息论与编码》、《数据结构》、《Matlab与仿真》、《通信技术基础》、《计算机网络与通信》等，主持1项省级教改项目、2项厅局级教改项目、1项校级信息化课程建设项目、2项校级教改项目。

[1] 吴端坡，冯维，高然. 脑网络虚拟仿真平台开发, 校实验技术专项，2023-2025

[2] 吴端坡，刘二小，滕旭阳. 新工科背景下产教结合教学模式实践, 教育部产学合作协同育人项目, 2021.1-2021.12 (厅局级教改项目)

指导学生项目立项、获奖：

[1] 宋妍慧等，面向脑电图模式识别的ADHD脑网络构建方法研究，国家级大学生创新创业项目，2025，第一指导老师 

[2] 杜晗璐等，基于个性化双频带相位-幅值耦合特征的便携式癫痫检测设备，国家级大学生创新创业项目，2025，第一指导老师 

[3] 翁祺等，基于多模态信号分析的癫痫预警系统，国家级大学生创新创业项目，2024，第一指导老师 

[4] 张磊等，基于脑电信号的阿尔兹海默症头戴式早期筛查系统，国家级大学生创新创业项目，2024，第一指导老师

[5] 林仪等，基于脑电信号的癫痫头戴预警系统，国家级大学生创新创业项目，2023，第一指导老师 

[6] 刘琴琴等，基于单通道信号的睡眠分期系统，国家级大学生创新创业项目，2023，第一指导老师

[7] 陈云麟等，基于心电检测的便携式癫痫发作预警器，国家级大学生创新创业项目，2022，第一指导老师

[8] 菅嘉玮. 改进的多通道信号分解算法研究及应用，浙江省教育厅一般科研项目，2022，第一指导老师

[9] 菅嘉玮. 改进的数据驱动信号分解算法及应用，杭州电子科技大学研究生科研创新基金，2022，第一指导老师

[10] 李睿涵等，智能运动信息采集分析系统，国家级大学生创新创业项目，2021，第一指导老师

[11] 张书畅等，基于强化学习的无人机基站联合网络优化系统，国家级大学生创新创业项目，2021，第一指导老师（入选国创年会）

[12] 袁瞻兴等. 家用智能癫痫发作监测及数据管理系统，国家级大学生创新创业项目，2020，第一指导老师
[13] 吴可涵等. 智能体育，国家级大学生创新创业项目，2016，第一指导老师
[14] 王紫萌. 基于睡眠分期的癫痫发作智能检测算法，浙江省教育厅一般科研项目，2019，第一指导老师
[15] 王紫萌. 基于多数据采集的癫痫发作智能检测算法研究, 通信工程学院全日制硕士专业学位研究生科研创新项目，2018，第一指导老师
[16] 李俊杰. 速度受限环境下室内定位技术研究与应用, 通信工程学院全日制硕士专业学位研究生科研创新项目，2018, 第一指导老师

[17] 段文昊等. 基于单片机的智能雨棚控制系统的设计与实现，通信工程学院大学生创新创业项目，2017，第一指导老师

[18] 何赋民等. 基于智能椅的教室就坐信息采集分析系统设计与实现，通信工程学院大学生创新创业项目重点项目, 2016, 第一指导老师
[19] 范金龙等. 基于可穿戴设备的老年人健康监测系统设计与实现，通信工程学院大学生创新创业项目，2016, 第一指导老师

[20] 袁瞻兴等. 第六届校“互联网+”大学生创新创业大赛, 2020,三等奖, 第一指导老师
[31] 陈子平等. 第五届校“互联网+”大学生创新创业大赛, 2019,三等奖, 第一指导老师

[1] 国家自然科学基金联合基金重点项目，2025，面向心肌梗死的心脏电活动建模及智能预警研究，主持

[2] 国家重点研发计划项目，2025，基于多模态数据的儿童癫痫结构性病因智能识别和诊断评估方法与平台研究，主持

[3] 国家自然科学基金项目，2023，多通道脑电信号分组分解方法研究，主持

[4] 省属高校基本科研业务费项目，2023，基于多模态电信号的婴儿痉挛症检测与预警方法研究，主持

[5] 国家重点研发计划, 2021, 基于多模态信号的癫痫发作智能监测与预警系统研发, 子课题负责人

[1] Yuge Yang, Duanpo Wu*, Yuhan Gao, Tiejia Jiang, Chenggang Yan, Yixuan Yuan, Lian Zhang, Samaneh Kashi, Peiwu Qin. Brain Network Construction and Analysis for Epilepsy: A Methodology Review[J]. Neural Networks, 2026.

[2] Duanpo Wu, Chengjun Gong, Yuhan Gao, Weijie Song, P. Vidal, Danping Wang. Seizure detection via random forest-guided codebook selection and t-distribution grey wolf optimization[J]. Biomedical Signal Processing and Control, 2026.

[3] Qi Weng#, Lian Zhang#, Duanpo Wu*, Yuhan Gao, Tiejia Jiang, Yixuan Yuan, Xiaolong Ye, Chenggang Yan. Multi-dimensional Hypergraph Fusion Network: A Novel Approach for Pediatric Seizure Detection Using Multimodal Physiological Signals[J]. IEEE Internet of Things Journal, 2026.

[4] Duanpo Wu, Shuchang Zhang, Yi Lin, Yuhan Gao*, Tiejia Jiang, Yixuan Yuan, Xiaolong Ye, Chenggang Yan. A Seizure Warning System based on Multidimensional Attention Entropy and Improved Binary Mantis Search Algorithm[J]. IEEE Internet of Things Journal, 2026.

[5] Qinqin Liu, Duanpo Wu*, Yuhan Gao, Guangsheng Wu, Pierre-Paul Vidal, Jiuwen Cao, Danping Wang. Sleep Staging Algorithm Incorporating Multi-threhold Neighborhood Polar Pattern Statistics[J]. IEEE Journal of Biomedical and Health Informatics, 2026, 30(6): 5052-5063.

[6] Duanpo Wu, Shuchang Zhang, Yuhan Gao*, Danping Wang, Tiejia Jiang, Pierre-Paul Vidal. Grouped Successive Multivariate Variational Mode Decomposition with Application to EEG Signal Processing and Connectivity Analysis[J]. IEEE Transactions on Cognitive and Developmental Systems, 2026, 18(2): 556-571.

[7] Hongkai Tang, Xun Yang, Yixuan Yuan, Pierre-Paul Vidal, Danping Wang, Jiuwen Cao, Duanpo Wu*. Fuzzy Multivariate Variational Mode Decomposition with Applications in EEG Analysis[J]. IEEE Transactions on Fuzzy Systems, 2025, 33(6): 1937-1948.

[8] Tao Su, Duanpo Wu*, Xuyang Teng, Yuhan Gao. RHRAF: Residual hypergraph refinement with adaptive fusion for open-set facial expression image retrieval[J]. Pattern Recognition Letter, 2026, 19(6).

[9] Yongping Dong, Duanpo Wu*, Lurong Jiang, Fang Dong, Junbiao Liu, Pierre-Paul Vidal, Jiuwen Cao, Danping Wang. Seizure Detection Algorithm Based on Hybrid Morphological Filtering Optimization Multi-scale Amplitude Integrated EEG[J]. IEEE Sensors Journal, 2025, 25(8): 13529-13540.

[10] Duanpo Wu*, Yixiao Mao, Yuhan Gao, Pierre-Paul Vidal, Danping Wang, Chenggang Yan. Seizure Type Classification Algorithm Based on Multi-dimensional Brain Network Feature Selection[J]. Fundamental Research, 2025.

[11] Yunlin Chen, Duanpo Wu*, Keyan Wei, Chengjun Gong, Yi Lin, Danping Wang, Jiuwen Cao, Yuansheng Xu. Joint VMD and PSSVM Optimization Algorithm for Seizure Prediction Based on ECG Signals[J]. Biomedical Signal Processing and Control, 2025, 103: 10747

[12] Shuchang Zhang, Shizhou Xia, Guangzhan Wang, Duanpo Wu*. Joint Deployment and Power Control Optimization Scheme for UAV-assisted IoT Networks[J]. KSII Transactions on Internet & Information Systems, 2025, 19(6).

[13] Yue Bi, Duanpo Wu*, Zhaoyang Xu, Pierre-Paul Vidal, Danping Wang, Yi Lin, Tiejia Jiang, Jiuwen Cao, Yuansheng Xu. Seizure Detection of West Syndrome Based on Hybrid Optimization of Entropies With Multisensor EEG Data[J]. IEEE Sensors Journal, 24(20), 2024. 

[14] Yixiao Mao#, Runze Zheng#, Duanpo Wu*, Yixuan Yuan, Jie Li, Tiejia Jiang, Feng Gao, Junbiao Liu, Shenyi Dai, Danping Wang, Jiuwen Cao, Pierre-Paul Vidal. Algorithm for Detection of Convulsive Seizures in Severe Encephalitis Based on Multiscale Compressed Shapelets[J]. IEEE Transactions on Instrumentation and Measurement, 2024, 73: 2531414. 

[15] Lishan Liu#, Runze Zheng#, Duanpo Wu*, Yixuan Yuan, Yi Lin, Danping Wang, Tiejia Jiang, Jiuwen Cao, Yuansheng Xu. Global and Multi-partition Local Network Analysis of Scalp EEG in West Syndrome Before and After Treatment[J]. Neural Networks, 2024, 179: 106540.

[16] Duanpo Wu*, Jun Wei, Pierre-Paul Vidal, Danping Wang, Yixuan Yuan, Jiuwen Cao, Tiejia Jiang. A Novel Seizure Detection Method Based on the Feature Fusion of Multimodal Physiological Signals[J]. IEEE Internet of Things Journal, 2024, 11(16): 27545-27556.

[17] Duanpo Wu*, Wei Zhang, Lurong Jiang, Lisan Zhang, Pierre-Paul Vidal, Danping Wang, Jiuwen Cao, Tiejia Jiang. Optimization of EEG-EMG Fusion Network for West Syndrome Seizure Detection Based on Enhanced Artificial Rabbit Algorithm[J]. IEEE Transactions on Instrumentation and Measurement, 2024, 73: 4010113. 

[18] Keyuan Zhang, Duanpo Wu*, Qinqin Liu, Fang Dong, Junbiao Liu, Lurong Jiang, Yixuan Yuan. Algorithm for Drowsiness Detection Based on Hybrid Brain Network Parameter Optimization[J]. Biomedical Signal Processing and Control, 2024, 94: 106344.

[19] Chengjun Gong, Duanpo Wu*, Lurong Jiang, Fang Dong, Jiubiao Liu, Yunlin Chen, Jiuwen Cao, Danping Wang. Seizure Detection Algorithm based on Multidimensional Covariance Matrix and Binary Harris Hawks Optimization with Cauchy-Gaussian Mutation[J]. IEEE Sensors Journal, 2024, 24(4): 4596-4608. 

[20] Jiawei Jian, Duanpo Wu*, Jiuwen Cao, Fang Dong, Jiubiao Liu, Danping Wang, Shuchang Zhang. Grouped Multivariate Variational Mode Decomposition With Application to EEG Analysis[J]. IEEE Transactions on Biomedical Engineering, 2024, 71(4): 1332-1344. 

[21] Wei Zhang, Duanpo Wu*, Jiuwen Cao, Lurong Jiang, Tiejia Jiang. Multibit Local Neighborhood Difference Pattern Optimization for Seizure Detection of West Syndrome EEG Signals[J]. IEEE Sensors Journal, 2023, 23(19): 22693-22703.

[22] Yining Jiang, Duanpo Wu*, Jiuwen Cao, Shuchang Zhang, Danping Wang. Eyeblink Detection Algorithm Based on Joint Optimization of VME and Morphological Feature Extraction[J].  IEEE Sensors Journal, 2023, 23(18): 21374-21384.

[23] Tianjun Wang, Shuchang Zhang, Lishan Liu, Duanpo Wu*, Xinyu Jin, Shuwei Cen, Bin Fan*. A Novel Network Optimization Scheme Based on Anti-Flocking and Improved Nash Equilibrium[J]. IEEE Access, 2023, 11: 100587-100603.

[24] Fang Dong#, Zhanxing Yuan#, Duanpo Wu*, Lurong Jiang, Junbiao Liu, Wei Hu. Novel Seizure Detection Algorithm Based on Multi-dimension Feature Selection[J]. Biomedical Signal Processing and Control, 2023, 84: 104747.

[25] Yuhuan Xiong, Jinghan Li, Duanpo Wu*, Fang Dong, Junbiao Liu, Lurong Jiang, Jiuwen Cao, Yuansheng Xu*. Seizure Detection Algorithm Based on Fusion of Spatio-temporal network constructed with Dispersion Index[J]. Biomedical Signal Processing and Control, 2023, 79: 104155.

[26] Duanpo Wu*, Jie Li, Fang Dong, Junbiao Liu, Lurong Jiang, Jiuwen Cao, Xunyi Wu, Xin Zhang. Classification of Seizure Types Based on Multi-class Specific Bands Common Spatial Pattern and Penalized Ensemble Model[J]. Biomedical Signal Processing and Control, 2023, 79: 104118.

[27] Lurong Jiang, Jiawang He, Hangyi Pan, Duanpo Wu, Tiejia Jiang, Junbiao Liu*. Seizure Detection Algorithm Based on Improved Functional Brain Network Structure Feature Extraction[J]. Biomedical Signal Processing and Control, 2023, 79: 104053.

[28] Yuhuan Xiong, Fang Dong, Duanpo Wu*, Lurong Jiang, Jubiao Liu, Bingqian Li. Seizure Detection Based on Improved Genetic Algorithm Optimized Multi-layer Network[J]. IEEE Access, 2022, 10: 81343-81354.

[29] Runze Zheng, Yuanmeng Feng, Tianlei Wang, Jiuwen Cao*, Duanpo Wu, Tiejia Jiang, Feng Gao. Scalp EEG functional connection and brain network in infants with West syndrome[J]. Neural Networks, 2022,153:0893-6080.

[30] Lishan Liu, Duanpo Wu*, Xinyu Jin, Shuwei Cen, Fang Dong. Backhaul transmission scheme for UAV based on improved Nash equilibrium strategy, KSII Transactions on Internet and Information Systems, 2022, 16(8): 2666-2687.

[31] Shuchang Zhang, Duanpo Wu*, Lurong Jiang, Xinyu Jin, Shuwei Cen. Research on UAV access deployment algorithm based on improved virtual force model[J], KSII Transactions on Internet and Information Systems, 2022, 16(8): 2606-2626.

[32] Duanpo Wu*, Haichao Shi, Lurong Jiang, Fang Dong, Junbiao Liu*, Jiuwen Cao*, Tiejia Jiang, Xunyi Wu. BECT Spike Detection Algorithm Based on Optimal Template Matching and Morphological Feature Selection[J], IEEE Transactions on Circuits and Systems II: Express Briefs, 2022, 69(4): 2366-2370.

[33] Tiejia Jiang, Duanpo Wu*, Feng Gao*, Jiuwen Cao, Shenyi Dai, Junbiao Liu, Yan Li. Improved Spike Detection Algorithm Based on Multi-Template Matching and Feature Extraction[J], IEEE Transactions on Circuits and Systems II: Express Briefs, 2022, 69(1): 249-253.

[34] Zhengyu Kong, Duanpo Wu*, Xinyu Jin, Shuwei Cen, Fang Dong. Improved AP Deployment Optimization Scheme Based on Multi-objective Particle Swarm Optimization Algorithm[J], KSII Transactions on Internet and Information Systems, 2021, 15(4): 1568-1589.

[35] Zimeng Wang, Duanpo Wu*, Fang Dong*, Jiuwen Cao, Tiejia Jiang, Junbiao Liu. A Novel Spike Detection Algorithm Based on Multi-channel of BECT EEG Signals[J], IEEE Transactions on Circuits and Systems II: Express Briefs, 2020, 67(12): 3592-3596.
[36] Jinjin Zhou#, Guangsheng Wang#, Jubiao Liu, Duanpo Wu*, Weifeng Xu, Zimeng Wang, Jing Ye, et al. Automatic Sleep Stage Classification With Single Channel EEG Signal Based on Two-Layer Stacked Ensemble Model[J]. IEEE Access, 2020,8: 57283-57297.
[37] Jubiao Liu, Duanpo Wu, Zimeng Wang, Xinyu Jin,Fang Dong, Lurong Jiang, Chenyi Cai. Automatic Sleep Staging Algorithm Based on Random Forest and Hidden Markov Model[J]. Computer Modeling in Engineering & Sciences, 2020, 123(1): 401-426. 
[38] Jingmin Guo, Xiu Cheng, Duanpo Wu*. Grading Method for Hypoxic-Ischemic Encephalopathy Based on Neonatal EEG[J], Computer Modeling in Engineering & Sciences, 2020, 122(1): 721-741.
[39] Duanpo Wu*, Zimeng Wang, Lurong Jiang, Fang Dong, Xunyi Wu*, Shuang Wang, Yao Ding. Automatic Epileptic Seizures Joint Detection Algorithm Based on Improved Multi-domain Feature of cEEG and Spike Feature of aEEG[J]. IEEE Access, 2019, 7: 41551-41564.
[40] Duanpo Wu, Zimeng Wang, Hong Huang*, Guangsheng Wang*, Jubiao Liu, Chenyi Cai, Weifeng Xu. Epileptic Seizure Detection System Based on Multi-Domain Feature and Spike Feature of EEG[J]. International Journal of Humanoid Robotics, 2019, 16(04): 2439-2449.
[41] Chunling Li#, Longyi Chen#, Jie Feng#, Duanpo Wu*, Zimeng Wang, Junbiao Liu, Weifeng Xu. Prediction of Length of Stay on the Intensive Care Unit Based on Least Absolute Shrinkage and Selection Operator[J]. IEEE Access, 2019, 7: 110710-110721.

[42] Duanpo Wu, Xinyu Jin*, Lurong Jiang. Analysis of Handoff Algorithm-based on Doppler Effect and RSSI Measurements in GSM-R network[J]. Journal of the Chinese Institute of Engineers. 2014, 37(3): 325-331.

[43] 吴端坡. 技术突破带动行业价值重构——人工智能精准医疗演进[J]. 前沿科学, 2025, 19(3): 69-73.

[44] 吴端坡, 励杰, 应娜. 基于二维脑网络特征选择的癫痫发作类型分类算法研究[J], 实验室研究与探索, 2023, 42(12): 79-84.

[45] 吴端坡, 孔正宇, 应娜, 郭春生,  周洋, 殷海兵. 高速铁路掉话优化切换方案仿真[J], 实验室研究与探索, 2022, 41(07): 122-127.

[46] 吴端坡, 袁瞻兴. 基于融合特征选择与R-ProCRC的癫痫发作检测算法[J]. 杭州电子科技大学学报(自然科学版), 2022, 42(01): 46-52.

[47] 吴端坡, 王紫萌, 蒋铁甲, 董芳, 冯维, 刘兆霆. 基于形态学滤波器与RF模型的棘波检测仿真实验[J], 实验室研究与探索, 2021, 40(5): 140-145.

[48] 吴端坡, 李俊杰, 许晓荣, 冯维, 刘兆霆. 基于改进TDOA算法的设计与仿真[J],实验室研究与探索, 2021, 40(01): 107-110+171.

[49] 吴端坡, 王紫萌, 董芳, 冯维, 刘兆霆. 基于aEEG尖峰和cEEG棘波提取的癫痫发作检测算法[J], 实验技术与管理, 2020, 37(12): 57-62.

[50] 吴端坡, 孔正宇, 刘兆霆, 冯维, 许晓荣, 董芳. 无线接入点自适应部署算法设计与仿真[J], 实验室研究与探索, 2020, 39(12): 110-114.

[51] 徐岚, 吴端坡, 李颖, 张璐, 王玥, 王沁玥, 刘美琪,吴洵昳*, 洪震. 便携式脑电图仪在癫痫患者中的应用及医联体平台的建立[J]. 中华医学杂志, 2020,100(47): 3764-3767.

[52] 吴端坡, 孔正宇, 岑曙炜, 金心宇*. WIFI融合网络新型接入点部署方案[J].浙江大学学报(工学版), 2019, 53(09): 1805-1814.

[53] 吴可涵, 吴端坡*, 陈婷, 陈柏平, 范剑琪. 基于加速度和角速度的羽毛球动作识别研究[J]. 电子技术与软件工程, 2018(08): 116-119.

[54] 刘兆霆, 吴端坡. 信号检测与估计课程教学讨论之最小二乘估计问题, 中国教育技术装备, 2017(04): 115-117.

[55] 吴端坡, 金心宇, 蒋路茸, 欧阳博. 高速铁路网络环境下掉话率分析[J]. 浙江大学学报: 工学版, 2015 (4): 705-710.

[56] 金心宇, 吴端坡, 吴砥柱. 列车高速运动过程中多普勒频偏及误码率分析[J]. 铁道学报, 2012, 34(4): 47-50.

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