Xinmin Zhang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 49

Top Topics

Variational Bayesian

Reinforcement Learning

Industrial Process

Top Venues

IEEE Trans. Ind. Informatics

Comput. Chem. Eng.

Sci. China Inf. Sci.

Publications

Bocun He, Xinmin Zhang, Zhihuan Song
Deep Learning of Partially Labeled Data for Quality Prediction Based on Stacked Target-Related Laplacian Autoencoder. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Xinmin Zhang, Baoxiang Huang, Ge Chen, Linyao Ge, Milena Radenkovic, Guojia Hou
Global Oceanic Mesoscale Eddies Trajectories Prediction With Knowledge-Fused Neural Network. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jiyu Chen, Jinchuan Qian, Xinmin Zhang, Zhihuan Song
Root-KGD: A Novel Framework for Root Cause Diagnosis Based on Knowledge Graph and Industrial Data. CoRR (2024)
Yimeng He, Le Yao, Xinmin Zhang, Xiangyin Kong, Zhihuan Song
Causality-driven Sequence Segmentation for Enhancing Multiphase Industrial Process Data Analysis and Soft Sensing. CoRR (2024)
Zhenqin Yin, Xinmin Zhang, Zhihuan Song, Zhiqiang Ge
Adversarial Learning From Imbalanced Data: A Robust Industrial Fault Classification Method. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Siying Teng, Bo Wang, Feiyang Yang, Xingcheng Yi, Xinmin Zhang, Yabin Sun
MediDRNet: Tackling category imbalance in diabetic retinopathy classification with dual-branch learning and prototypical contrastive learning. Comput. Methods Programs Biomed. 253 (2024)
Xinmin Zhang, Haozhe Wu, Zhifang Pan, Ahmed Elkoumy, Zhisheng Ruan, Tianbo Wu, Daozhu Wu, Osama Soliman, Lianpin Wu, Xinlei Wu
Mechanism of balloon burst during transcatheter aortic valve replacement pre-dilatation: Image observation and validation by finite element analysis. Comput. Biol. Medicine 168 (2024)
Feng Yan, Chunjie Yang, Xinmin Zhang, Liang Gao
A 3-D Convolution-Based Burn-Through Point Multistep Prediction Model for Sintering Process. IEEE Trans. Ind. Electron. 71 (4) (2024)
Xinmin Zhang, Bocun He, Hongyu Zhu, Zhihuan Song
Information Complementary Fusion Stacked Autoencoders for Soft Sensor Applications in Multimode Industrial Processes. IEEE Trans. Ind. Informatics 20 (1) (2024)
Yuhan Xie, Bocun He, Xinmin Zhang, Zhihuan Song
A Decomposition-based Encoder-Decoder Framework for Multi-step Prediction of Burn-Through Point in Sintering Process. ICPS (2023)
Jiyu Chen, Jinchuan Qian, Xinmin Zhang, Zhihuan Song, Chenying Wen, Xueer Fan
GPBP: Pipeline Extraction of Entities and Relations for Construction of Urban Utility Tunnel Knowledge Graph. SAFEPROCESS (2023)
Zhenqin Yin, Xiaoyu Jiang, Jinchuan Qian, Xinmin Zhang, Zhihuan Song, Qinyuan Ren
Balanced Adversarial Robust Learning for Industrial Fault Classification with Imbalanced Data. IECON (2023)
Yueyang Luo, Xinmin Zhang, Manabu Kano, Long Deng, Chunjie Yang, Zhihuan Song
Data-driven soft sensors in blast furnace ironmaking: a survey. Frontiers Inf. Technol. Electron. Eng. 24 (3) (2023)
Bocun He, Qingzhi Zhang, Xinmin Zhang
A Faster Dynamic Feature Extractor and Its Application to Industrial Quality Prediction. IEEE Trans. Ind. Informatics 19 (5) (2023)
Xinmin Zhang, Manabu Kano, Masahiro Tani
Stacked supervised Poisson autoencoders-based soft-sensor for defects prediction in steelmaking process. Comput. Chem. Eng. 172 (2023)
Xuanhong Ye, Xinmin Zhang, Bocun He, Zheren Zhu, Wei Yu, Zhihuan Song
Rolling bearing fault diagnosis with variable load and few samples based on multifeature fusion meta-learning. SAFEPROCESS (2023)
Xinmin Zhang, Hongyi Zhang, Zhihuan Song
Feature-Aligned Stacked Autoencoder: A Novel Semisupervised Deep Learning Model for Pattern Classification of Industrial Faults. IEEE Trans. Artif. Intell. 4 (4) (2023)
Xinmin Zhang, Saite Fan, Zhihuan Song
Reinforcement learning-based cost-sensitive classifier for imbalanced fault classification. Sci. China Inf. Sci. 66 (11) (2023)
Feng Yan, Chunjie Yang, Xinmin Zhang
Stacked Spatial-Temporal Autoencoder for Quality Prediction in Industrial Processes. IEEE Trans. Ind. Informatics 19 (8) (2023)
Zheren Zhu, Pengfei Huang, Xinmin Zhang, Yi Chai, Zhihuan Song
First attempt of barrier functions for Caputo's fractional-order nonlinear dynamical systems. Sci. China Inf. Sci. 66 (7) (2023)
Chong Yang, Chunjie Yang, Xinmin Zhang, Jianfeng Zhang
Multisource Information Fusion for Autoformer: Soft Sensor Modeling of FeO Content in Iron Ore Sintering Process. IEEE Trans. Ind. Informatics 19 (12) (2023)
Yutong Zhang, Xiaochu Tang, Xinmin Zhang
Remaining Useful Life Predictions for Turbofan Engine Using Semi-supervised DBN-LSTM Joint Training Model. CoDIT (2022)
Chihang Wei, Liyun Zuo, Xinmin Zhang, Zhihuan Song
Hessian Semisupervised Scatter Regularized Classification Model With Geometric and Discriminative Information for Nonlinear Process. IEEE Trans. Cybern. 52 (9) (2022)
Feng Yan, Chunjie Yang, Xinmin Zhang
DSTED: A Denoising Spatial-Temporal Encoder-Decoder Framework for Multistep Prediction of Burn-Through Point in Sintering Process. IEEE Trans. Ind. Electron. 69 (10) (2022)
Saite Fan, Xinmin Zhang, Zhihuan Song
Imbalanced Sample Selection With Deep Reinforcement Learning for Fault Diagnosis. IEEE Trans. Ind. Informatics 18 (4) (2022)
Haoran Ji, Jie Jian, Hao Yu, Jie Ji, Mingjiang Wei, Xinmin Zhang, Peng Li, Jinyue Yan, Chengshan Wang
Peer-to-Peer Electricity Trading of Interconnected Flexible Distribution Networks Based on Distributed Ledger. IEEE Trans. Ind. Informatics 18 (9) (2022)
Zheren Zhu, Nan Liu, Xinmin Zhang, Zhihuan Song, Yi Chai
A Novel Attempt of Barrier Function to the Safety of Caputo's fractional-order systems. CoDIT (2022)
Saite Fan, Xinmin Zhang, Zhihuan Song, Weiming Shao
Cumulative dual-branch network framework for long-tailed multi-class classification. Eng. Appl. Artif. Intell. 114 (2022)
Xinmin Zhang, Jingbo Wang, Chihang Wei, Zhihuan Song
Identification of important factors influencing nonlinear counting systems. Frontiers Inf. Technol. Electron. Eng. 23 (1) (2022)
Song Wu, Zhiheng Tao, Hao Fan, Zhuo Huang, Xinmin Zhang, Hai Jin, Chen Yu, Chun Cao
Container lifecycle-aware scheduling for serverless computing. Softw. Pract. Exp. 52 (2) (2022)
Tiangui Lv, Li Wang, Hualin Xie, Xinmin Zhang, Yanwei Zhang
Evolutionary overview of water resource management (1990-2019) based on a bibliometric analysis in Web of Science. Ecol. Informatics 61 (2021)
Jingbo Wang, Weiming Shao, Xinmin Zhang, Zhihuan Song
Dynamic Variational Bayesian Student's T Mixture Regression With Hidden Variables Propagation for Industrial Inferential Sensor Development. IEEE Trans. Ind. Informatics 17 (8) (2021)
Benbo Gao, Jing Zhu, Soumya Negi, Xinmin Zhang, Stefka Gyoneva, Fergal Casey, Ru Wei, Baohong Zhang
Quickomics: exploring omics data in an intuitive, interactive and informative manner. Bioinform. 37 (20) (2021)
Saite Fan, Xinmin Zhang, Zhihuan Song
Reinforced knowledge distillation: Multi-class imbalanced classifier based on policy gradient reinforcement learning. Neurocomputing 463 (2021)
Dongdong Lin, Hima B. Yalamanchili, Xinmin Zhang, Nathan E. Lewis, Christina S. Alves, Joost Groot, Johnny Arnsdorf, Sara P. Bjørn, Tune Wulff, Bjørn G. Voldborg, Yizhou Zhou, Baohong Zhang
CHOmics: A web-based tool for multi-omics data analysis and interactive visualization in CHO cell lines. PLoS Comput. Biol. 16 (12) (2020)
Fei Liu, Xinmin Zhang, Yuji Murayama, Takehiro Morimoto
Impacts of Land Cover/Use on the Urban Thermal Environment: A Comparative Study of 10 Megacities in China. Remote. Sens. 12 (2) (2020)
Xinmin Zhang, Takuya Wada, Koichi Fujiwara, Manabu Kano
Regression and independence based variable importance measure. Comput. Chem. Eng. 135 (2020)
Xinmin Zhang, Manabu Kano, Shinroku Matsuzaki
Ensemble pattern trees for predicting hot metal temperature in blast furnace. Comput. Chem. Eng. 121 (2019)
Xinmin Zhang, Manabu Kano, Masahiro Tani, Junichi Mori, Junji Ise, Kohhei Harada
Poisson mixture model for defects prediction in steelmaking. SICE (2019)
Xinmin Zhang, Manabu Kano, Shinroku Matsuzaki
A comparative study of deep and shallow predictive techniques for hot metal temperature prediction in blast furnace ironmaking. Comput. Chem. Eng. 130 (2019)
Xinmin Zhang, Yingdong Ma
Improving Ensemble Learning Performance with Complementary Neural Networks for Facial Expression Recognition. ICANN (1) (2018)
Manjula Ranagalage, DMSLB Dissanayake, Yuji Murayama, Xinmin Zhang, Ronald C. Estoque, E. N. C. Perera, Takehiro Morimoto
Quantifying Surface Urban Heat Island Formation in the World Heritage Tropical Mountain City of Sri Lanka. ISPRS Int. J. Geo Inf. 7 (9) (2018)
Xinmin Zhang, Manabu Kano, Yuan Li
Principal Polynomial Analysis for Fault Detection and Diagnosis of Industrial Processes. IEEE Access 6 (2018)
Xinmin Zhang, Manabu Kano, Yuan Li
Quality-relevant independent component regression model for virtual sensing application. Comput. Chem. Eng. 115 (2018)
Xinmin Zhang, Mahshid Amirabadi, Brad Lehman
A Long-Lifespan Single-Phase Single-Stage Multi-Module Inverter for PV Application. IECON (2018)
Xinmin Zhang, Xiaoting Wang, Shiya Wang
Research on the Improvement of CNC Machine Tool HMI Based on Eye Tracking Experiment. ES (2017)
Xinmin Zhang, Manabu Kano, Yuan Li
Locally weighted kernel partial least squares regression based on sparse nonlinear features for virtual sensing of nonlinear time-varying processes. Comput. Chem. Eng. 104 (2017)
Xinmin Zhang, Manabu Kano, Shinroku Matsuzaki
Pattern trees modeling for prediction and control of hot metal temperature in blast furnace ironmaking. ASCC (2017)
Nicholas C. Wong, Bernard J. Pope, Ida L. Candiloro, Darren Korbie, Matt Trau, Stephen Q. Wong, Thomas Mikeska, Xinmin Zhang, Mark Pitman, Stefanie Eggers, Stephen R. Doyle, Alexander Dobrovic
MethPat: a tool for the analysis and visualisation of complex methylation patterns obtained by massively parallel sequencing. BMC Bioinform. 17 (2016)
Xiaohui Guo, Xinmin Zhang, Haiyan Ren, Xiao Zhang
Research on Context Aware Network Security Model. J. Networks 8 (8) (2013)
Fiona G. G. Nielsen, Stefan Gräf, Xinmin Zhang, Stefan Kurtz, Sergei Denissov, Roland Green, Ewan Birney, Paul Flicek, Martijn A. Huynen, Henk Stunnenberg
Optimising oligonucleotide array design for ChIP-on-chip. BMC Bioinform. 8 (S-8) (2007)