Jingtao Hu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 33

Top Topics

Predictive Control

Anomaly Detection

Multilevel Thresholding

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Weiming Wu, Jingtao Hu, Zejian Zhu, Fukai Zhang, Juanjuan Xu, Cong Wang
Deterministic learning-based neural identification and knowledge fusion. Neural Networks 169 (2024)
Weiming Wu, Jinyuan Zhang, Jingtao Hu, Cong Wang
Explicit convergence relations for a class of discrete LTV systems and its application to performance analysis of deterministic learning. J. Frankl. Inst. 361 (6) (2024)
Jingcan Duan, Pei Zhang, Siwei Wang, Jingtao Hu, Hu Jin, Jiaxin Zhang, Haifang Zhou, Xinwang Liu
Normality Learning-based Graph Anomaly Detection via Multi-Scale Contrastive Learning. ACM Multimedia (2023)
Jingcan Duan, Pei Zhang, Siwei Wang, Jingtao Hu, Hu Jin, Jiaxin Zhang, Haifang Zhou, Xinwang Liu
Normality Learning-based Graph Anomaly Detection via Multi-Scale Contrastive Learning. CoRR (2023)
Jingcan Duan, Siwei Wang, Pei Zhang, En Zhu, Jingtao Hu, Hu Jin, Yue Liu, Zhibin Dong
Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View. AAAI (2023)
Zejian Zhu, Weiming Wu, Tianrui Chen, Jingtao Hu, Cong Wang
Integrating reinforcement learning with deterministic learning for fault diagnosis of nonlinear systems. Neurocomputing 562 (2023)
Jingtao Hu, Weiming Wu, Fukai Zhang, Tianrui Chen, Cong Wang
Observer-based dynamical pattern recognition via deterministic learning. Neural Networks 159 (2023)
Jingtao Hu, Junyu Gao, Yuan Yuan, Jocelyn Chanussot, Qi Wang
LGNet: Location-Guided Network for Road Extraction From Satellite Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhitong Xiong, Wei Huang, Jingtao Hu, Xiao Xiang Zhu
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
David Zimmerer, Peter M. Full, Fabian Isensee, Paul Jäger, Tim Adler, Jens Petersen, Gregor Köhler, Tobias Roß, Annika Reinke, Antanas Kascenas, Bjørn Sand Jensen, Alison Q. O'Neil, Jeremy Tan, Benjamin Hou, James Batten, Huaqi Qiu, Bernhard Kainz, Nina Shvetsova, Irina Fedulova, Dmitry V. Dylov, Baolun Yu, Jianyang Zhai, Jingtao Hu, Runxuan Si, Sihang Zhou, Siqi Wang, Xinyang Li, Xuerun Chen, Yang Zhao, Sergio Naval Marimont, Giacomo Tarroni, Victor Saase, Lena Maier-Hein, Klaus H. Maier-Hein
Abstract: MOOD 2020 - A Public Benchmark for Out-of-distribution Detection and Localization on Medical Images. Bildverarbeitung für die Medizin (2023)
Jingtao Hu, Weiming Wu, Fukai Zhang, Cong Wang
Observer-Based Learning and Non-High-Gain Recognition of Univariate Time Series. IEEE Trans. Syst. Man Cybern. Syst. 53 (10) (2023)
Jingcan Duan, Siwei Wang, Pei Zhang, En Zhu, Jingtao Hu, Hu Jin, Yue Liu, Zhibin Dong
Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View. CoRR (2022)
Jingtao Hu, Guang Yu, Siqi Wang, En Zhu, Zhiping Cai, Xinzhong Zhu
Detecting Anomalous Events from Unlabeled Videos via Temporal Masked Auto-Encoding. ICME (2022)
Jingcan Duan, Siwei Wang, Xinwang Liu, Haifang Zhou, Jingtao Hu, Hu Jin
GADMSL: Graph Anomaly Detection on Attributed Networks via Multi-scale Substructure Learning. CoRR (2022)
David Zimmerer, Peter M. Full, Fabian Isensee, Paul Jäger, Tim Adler, Jens Petersen, Gregor Köhler, Tobias Roß, Annika Reinke, Antanas Kascenas, Bjørn Sand Jensen, Alison Q. O'Neil, Jeremy Tan, Benjamin Hou, James Batten, Huaqi Qiu, Bernhard Kainz, Nina Shvetsova, Irina Fedulova, Dmitry V. Dylov, Baolun Yu, Jianyang Zhai, Jingtao Hu, Runxuan Si, Sihang Zhou, Siqi Wang, Xinyang Li, Xuerun Chen, Yang Zhao, Sergio Naval Marimont, Giacomo Tarroni, Victor Saase, Lena Maier-Hein, Klaus H. Maier-Hein
MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images. IEEE Trans. Medical Imaging 41 (10) (2022)
Fukai Zhang, Weiming Wu, Jingtao Hu, Cong Wang
Deterministic learning from neural control for a class of sampled-data nonlinear systems. Inf. Sci. 595 (2022)
Jingtao Hu, Weiming Wu, Bing Ji, Cong Wang
Observer Design for Sampled-Data Systems via Deterministic Learning. IEEE Trans. Neural Networks Learn. Syst. 33 (7) (2022)
Jianbang Liu, Song Bo, Benjamin Decardi-Nelson, Jinfeng Liu, Jingtao Hu, Tao Zou
Sensitivity-based dynamic performance assessment for model predictive control with Gaussian noise. CoRR (2022)
Jingtao Hu, Qi Wang, Xuelong Li
Road Extraction from Satellite Image Via Auxiliary Road Location Prediction. IGARSS (2021)
Zhitong Xiong, Wei Huang, Jingtao Hu, Yilei Shi, Qi Wang, Xiao Xiang Zhu
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation. CoRR (2021)
Jianbang Liu, Aristarchus Gnanasekar, Yi Zhang, Song Bo, Jinfeng Liu, Jingtao Hu, Tao Zou
Simultaneous state and parameter estimation: the role of sensitivity analysis. CoRR (2020)
Pei Zhang, Siwei Wang, Jingtao Hu, Zhen Cheng, Xifeng Guo, En Zhu, Zhiping Cai
Adaptive Weighted Graph Fusion Incomplete Multi-View Subspace Clustering. Sensors 20 (20) (2020)
Siwei Wang, Miaomiao Li, Ning Hu, En Zhu, Jingtao Hu, Xinwang Liu, Jianping Yin
K-Means Clustering With Incomplete Data. IEEE Access 7 (2019)
Siwei Wang, En Zhu, Jingtao Hu, Miaomiao Li, Kaikai Zhao, Ning Hu, Xinwang Liu
Efficient Multiple Kernel k-Means Clustering With Late Fusion. IEEE Access 7 (2019)
Jingtao Hu, En Zhu, Siqi Wang, Siwei Wang, Xinwang Liu, Jianping Yin
Two-stage Unsupervised Video Anomaly Detection using Low-rank based Unsupervised One-class Learning with Ridge Regression. IJCNN (2019)
Jingtao Hu, Miaomiao Li, En Zhu, Siwei Wang, Xinwang Liu, Yongping Zhai
Consensus Multiple Kernel K-Means Clustering With Late Fusion Alignment and Matrix-Induced Regularization. IEEE Access 7 (2019)
Jingtao Hu, En Zhu, Siqi Wang, Xinwang Liu, Xifeng Guo, Jianping Yin
An Efficient and Robust Unsupervised Anomaly Detection Method Using Ensemble Random Projection in Surveillance Videos. Sensors 19 (19) (2019)
Siwei Wang, Xinwang Liu, En Zhu, Chang Tang, Jiyuan Liu, Jingtao Hu, Jingyuan Xia, Jianping Yin
Multi-view Clustering via Late Fusion Alignment Maximization. IJCAI (2019)
Shuchang Liu, Jiafei Hu, Peisen Li, Chengbiao Wan, Zhuo Chen, Mengchun Pan, Qi Zhang, Zhongyan Liu, Siwei Wang, Dixiang Chen, Jingtao Hu, Xue Pan
Magnetic Anomaly Detection Based on Full Connected Neural Network. IEEE Access 7 (2019)
Hongyu Zheng, Tao Zou, Jingtao Hu, Haibin Yu
An Offline Optimization and Online Table Look-Up Strategy of Two-Layer Model Predictive Control. IEEE Access 6 (2018)
Hongyu Zheng, Tao Zou, Jingtao Hu, Haibin Yu
A Framework for Adaptive Predictive Control System Based on Zone Control. IEEE Access 6 (2018)
Liling Sun, Jingtao Hu, Maowei He, Hanning Chen
Artificial Bee Colony Algorithm Based on K-Means Clustering for Droplet Property Optimization. ICIRA (1) (2015)
Liling Sun, Jingtao Hu, Na Lin, Qiaocui Zhang, Hanning Chen
Self-adaptive Multiple Evolution Algorithms for Image Segmentation Using Multilevel Thresholding. BIC-TA (2015)
Hongyu Zhu, Jingtao Hu, Lei Gao, Hao Huang
Practical Aspects of Broken Rotor Bars Detection in PWM Voltage-Source-Inverter-Fed Squirrel-Cage Induction Motors. J. Appl. Math. 2013 (2013)
Tong Zhou, Jingtao Hu
Design and realization of EtherCAT master. EMEIT (2011)
Xuelian Chen, Jingtao Hu, Liancheng Shan, Yaping Wang
Extraction and Code of Drainage Network Based on Digital Elevation Model. HIS (3) (2009)
Qianjin Guo, Xiaoli Li, Haibin Yu, Xiangzhi Che, Wei Hu, Jingtao Hu
Fault Monitoring and Diagnosis of Induction Machines Based on Harmonic Wavelet Transform and Wavelet Neural Network. ICNC (4) (2008)
Qianjin Guo, Haibin Yu, Jingtao Hu, Aidong Xu
A method for condition monitoring and fault diagnosis in electromechanical system. Neural Comput. Appl. 17 (4) (2008)
Qianjin Guo, Xiaoli Li, Haibin Yu, Wei Hu, Jingtao Hu
Broken Rotor Bars Fault Detection in Induction Motors Using Park's Vector Modulus and FWNN Approach. ISNN (2) (2008)
Wei Hu, Jingtao Hu
A New BP Network Based on Improved PSO Algorithm and Its Application on Fault Diagnosis of Gas Turbine. ISNN (3) (2007)
Haibin Yu, Qianjin Guo, Jingtao Hu, Aidong Xu
Rolling Bearings Fault Diagnosis Based on Adaptive Gaussian Chirplet Spectrogram and Independent Component Analysis. ICNC (1) (2006)