Chunjie Yang - RankMe

87 papers A* 2Journal 78Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A framework integrating data-driven and computational fluid dynamics simulation for continuous blast furnace monitoring. Eng. Appl. Artif. Intell. Xin Wang, Xiao-Yu Tang, Zheng Hao, Kunwei Lin, Chunjie Yang, Wenhai Wang
2026	J	`jnl`	CSNF-TimeGAN: Class-prior spatiotemporal nonlinear feature-based time series generative adversarial network for blast furnace fault diagnosis. Adv. Eng. Informatics Yuelin Yang, Chunjie Yang, Siwei Lou, Dali Gao, Xujie Zhang, Weibin Wang
2026	J	`jnl`	Dynamical Component Extraction-Based Fault Detection for Industrial IoT With Application to Ironmaking Process. IEEE Internet Things J. Ping Wu, Yicheng Yu, Xujie Zhang, Siwei Lou, Jinfeng Gao, Qian Zhang, Chunjie Yang
2026	J	`jnl`	Enhancing quality prediction with probabilistic information in multimode industrial process: A mode-aware multitask learning network. Adv. Eng. Informatics Duojin Yan, Chunjie Yang, Feng Yan, Siwei Lou, Hang Xiao
2026	J	`jnl`	From Shallow to Deep: A Novel Correlation Network Representation Regression Framework for Modeling and Monitoring MIQ-Driven Blast Furnace Ironmaking Processes. IEEE CAA J. Autom. Sinica Siwei Lou, Chunjie Yang, Zhe Liu, Hanwen Zhang, Chao Liu, Ping Wu
2026	J	`jnl`	Stationarity fusion with SVM: A stationary combined features support vector machine approach for blast furnace iron-making process fault diagnosis. Comput. Chem. Eng. Yang Cao, Chunjie Yang, Siwei Lou, Yuelin Yang
2026	J	`jnl`	Temporal-spatial diffusion model for length-free multi-variable time series data generation in industrial processes with application to fault diagnosis. Comput. Chem. Eng. Yuelin Yang, Xiongzhuo Zhu, Chunjie Yang, Siwei Lou
2026	J	`jnl`	Transforming machine learning strategies in quantitative stock investment: A multisource information fusion and online ensemble modeling approach for superior alpha factors. Expert Syst. Appl. Yuchen Zhao, Zepeng Chen, Chunxiao Cao, Yanrui Li, Jie Ying, Junjin Mu, Chunjie Yang
2025	J	`jnl`	A Reinforcement Learning-Based Multistep Prediction Strategy for Burn-Through Point Using State Feature Extractor. IEEE Trans. Instrum. Meas. Junjin Mu, Chunjie Yang, Feng Yan, Chong Yang, Tao Lin
2025	J	`jnl`	A graph-guided network with adaptive evaluation and improvement for disturbed sensors in fault-tolerant soft sensor modeling. Knowl. Based Syst. Liyuan Kong, Chunjie Yang, Siwei Lou, Yaoyao Bao, Xiaoke Huang, Li Chai
2025	J	`jnl`	A robust temporal multivariable fault detection method for blast furnace: Robust temporal convolution detection network. Inf. Sci. Xiongzhuo Zhu, Chunjie Yang, Siwei Lou, Yuelin Yang
2025	J	`jnl`	BTPNet: A Probabilistic Spatial-Temporal Aware Network for Burn-Through Point Multistep Prediction in Sintering Process. IEEE Trans. Neural Networks Learn. Syst. Feng Yan, Chunjie Yang, Xinmin Zhang, Chong Yang, Zhiyong Ruan
2025	J	`jnl`	Concept drift meets industrial data streams: An efficient drift adaptation framework with knowledge embedding and transfer. Expert Syst. Appl. Yuyan Zhang, Chunjie Yang, Zhe Liu, Siwei Lou, Xiaoke Huang, Shaoqi Wang
2025	J	`jnl`	DAMPNN: Dynamic Adaptive Message Passing Neural Network for Industrial Soft Sensor. IEEE Trans. Ind. Informatics Feng Yan, Chunjie Yang, Liyuan Kong, Chong Yang
2025	J	`jnl`	Deep fusion of time series and visual data through temporal Features: A soft-sensor model for FeO content in sintering process. Expert Syst. Appl. Chong Yang, Chunjie Yang
2025	J	`jnl`	Enabling multi-step forecasting with structured state space learning module. Inf. Sci. Shaoqi Wang, Chunjie Yang
2025	J	`jnl`	Erratum to: Data-driven soft sensors in blast furnace ironmaking: a survey. Frontiers Inf. Technol. Electron. Eng. Yueyang Luo, Xinmin Zhang, Manabu Kano, Long Deng, Chunjie Yang, Zhihuan Song
2025	J	`jnl`	FA-SconvAE-LSTM: Feature-Aligned Stacked Convolutional Autoencoder with Long Short-Term Memory Network for Soft Sensor Modeling. Eng. Appl. Artif. Intell. Ping Wu, Zengdi Miao, Ke Wang, Jinfeng Gao, Xujie Zhang, Siwei Lou, Chunjie Yang
2025	J	`jnl`	Facilitating Ferrous Oxide Prediction: Enabling Sintering Forecasting With Orthogonal Basis-Based Implicit Subspace Identification. IEEE Trans. Ind. Informatics Shaoqi Wang, Chunjie Yang, Siwei Lou
2025	J	`jnl`	Improving Autoformalization Using Direct Dependency Retrieval. CoRR Shaoqi Wang, Lu Yu, Siwei Lou, Feng Yan, Chunjie Yang, Qing Cui, Jun Zhou
2025	J	`jnl`	Incomplete Multisource Domain Adaptation for Fault Diagnosis of Blast Furnace. IEEE Trans. Instrum. Meas. Dali Gao, Chunjie Yang, Xiong zhuo Zhu
2025	J	`jnl`	Knowledge-Based Temporal GCN: A Spatial-Temporal Fault Diagnosis Method for Blast Furnace Ironmaking Process With Imbalanced Data. IEEE Trans. Instrum. Meas. Xiong zhuo Zhu, Chunjie Yang, Siwei Lou, Yuelin Yang
2025	J	`jnl`	Label-Aware feature and basis alignment via contrastive learning for cross-Domain quality prediction of multimode processes. Knowl. Based Syst. Duojin Yan, Zhe Liu, Chunjie Yang, Feng Yan, Yuchen Zhao, Junjin Mu
2025	J	`jnl`	Multidomain Graph Meta-Learning Network for Few-Shot Prediction in Industrial Processes. IEEE Trans. Instrum. Meas. Liyuan Kong, Zhe Liu, Feng Yan, Duojin Yan, Chunjie Yang
2025	J	`jnl`	Release Power of Mechanism and Data Fusion: A Hierarchical Strategy for Enhanced MIQ-Related Modeling and Fault Detection in BFIP. IEEE CAA J. Autom. Sinica Siwei Lou, Chunjie Yang, Zhe Liu, Shaoqi Wang, Hanwen Zhang, Ping Wu
2025	J	`jnl`	SENGraph: A Self-Learning Evolutionary and Node-Aware Graph Network for Soft Sensing in Industrial Processes. IEEE Trans. Neural Networks Learn. Syst. Feng Yan, Cong Wang, Zichen Wang, Yuhao Shen, Chunjie Yang
2025	J	`jnl`	Semi-supervised high-uncertainty deep canonical variate analysis for fault diagnosis in blast furnace ironmaking. Knowl. Based Syst. Yuelin Yang, Chunjie Yang, Xiongzhuo Zhu, Hanwen Zhang, Haifeng Zhang, Zhiqi Su, Siwei Lou
2025	J	`jnl`	TKS-BLS: Temporal Kernel Stationary Broad Learning System for Enhanced Modeling, Anomaly Detection, and Incremental Learning With Application to Ironmaking Processes. IEEE Trans. Syst. Man Cybern. Syst. Siwei Lou, Chunjie Yang, Liyuan Kong, Tao Lin, Hanwen Zhang, Ping Wu, Li Chai
2025	J	`jnl`	Toward In-Depth Mastery of Statistical Properties: Novel Stationary Moment Analysis With Application to Continuous Industrial Anomaly Detection. IEEE Trans. Cybern. Siwei Lou, Chunjie Yang, Weibin Wang, Hanwen Zhang, Yuchen Zhao, Ping Wu
2024	J	`jnl`	A 3-D Convolution-Based Burn-Through Point Multistep Prediction Model for Sintering Process. IEEE Trans. Ind. Electron. Feng Yan, Chunjie Yang, Xinmin Zhang, Liang Gao
2024	J	`jnl`	A Graph-Based Time-Frequency Two-Stream Network for Multistep Prediction of Key Performance Indicators in Industrial Processes. IEEE Trans. Cybern. Feng Yan, Xinmin Zhang, Chunjie Yang
2024	A*	`conf`	Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient. NeurIPS Shaoqi Wang, Chunjie Yang, Siwei Lou
2024	J	`jnl`	Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient. CoRR Shaoqi Wang, Chunjie Yang, Siwei Lou
2024	J	`jnl`	Blast Furnace Ironmaking Process Monitoring With Time-Constrained Global and Local Nonlinear Analytic Stationary Subspace Analysis. IEEE Trans. Ind. Informatics Siwei Lou, Chunjie Yang, Xujie Zhang, Hanwen Zhang, Ping Wu
2024	J	`jnl`	Data and knowledge collaborative-driven fault identification and self-healing control action inference framework for blast furnace. Expert Syst. Appl. Xiaoke Huang, Chunjie Yang, Hanwen Zhang, Siwei Lou, Dali Gao, Liyuan Kong
2024	J	`jnl`	Data-Driven Joint Fault Diagnosis Based on RMK-ASSA and DBSKNet for Blast Furnace Iron-Making Process. IEEE Trans Autom. Sci. Eng. Siwei Lou, Chunjie Yang, Ping Wu, Yuelin Yang, Liyuan Kong, Xujie Zhang
2024	—	`conf`	Fault Diagnosis of Blast Furnace Throat Temperature Monitoring Device Based on Residual Analysis. I2MTC Jinkun Li, Xiao-Yu Tang, Songchen Li, Xin Wang, Chunjie Yang, Wenhai Wang
2024	J	`jnl`	Fault diagnosis of blast furnace based on incomplete multi-source domain adaptation with feature fusion. Adv. Eng. Informatics Dali Gao, Chunjie Yang, Xiao-Yu Tang, Xiongzhuo Zhu, Xiaoke Huang
2024	J	`jnl`	From Complexity to Clarity: M2KCSVA's Nonlinear Temporal Correlation Analysis and Stationary Estimation Pave the Way for Fault Diagnosis in Ironmaking Processes. IEEE Trans. Ind. Informatics Siwei Lou, Chunjie Yang, Xujie Zhang, Hanwen Zhang, Ping Wu
2024	J	`jnl`	Igniting Advancements in Iron-Making Process Monitoring: Exploring a Novel and Cutting-Edge Joint Sparse-Constrained Data-Dependent Kernel CVA Method. IEEE Trans. Instrum. Meas. Yuelin Yang, Chunjie Yang, Shuming Sun, Siwei Lou, Xiong zhuo Zhu, Xujie Zhang
2024	J	`jnl`	Knowledge and Data Dual-Driven Graph Neural Network for Tumbler Strength Prediction in Sintering Process. IEEE Trans. Instrum. Meas. Feng Yan, Chunjie Yang, Wenbin He, Junjin Mu, Hu Guo
2024	J	`jnl`	One-Sided Relational Autoencoder With Seasonal-Trend Decomposition to Extract Process Correlations for Molten Iron Quality Prediction. IEEE Trans. Instrum. Meas. Duojin Yan, Chunjie Yang, Shuming Sun, Siwei Lou, Liyuan Kong, Yuyan Zhang
2024	J	`jnl`	Online spatiotemporal modeling for high spatial-dimensional DPSs under nonstationary sensor layout. Expert Syst. Appl. Zhe Liu, Chunjie Yang, Shurong Li, Hanwen Zhang
2024	J	`jnl`	Ontology guided multi-level knowledge graph construction and its applications in blast furnace ironmaking process. Adv. Eng. Informatics Xiaoke Huang, Chunjie Yang, Yuyan Zhang, Siwei Lou, Liyuan Kong, Heng Zhou
2024	A*	`conf`	RWMS: Reliable Weighted Multi-Phase for Semi-supervised Segmentation. AAAI Wensi Liu, Xiao-Yu Tang, Chong Yang, Chunjie Yang
2024	J	`jnl`	SFENOSA: A Novel KPI-Related Process Monitoring Method by Slow Feature Extraction and Elastic Net Orthonormal Subspace Analysis. IEEE Trans. Ind. Informatics Ping Wu, Qianqian Pan, Xujie Zhang, Siwei Lou, Jinfeng Gao, Chunjie Yang
2024	J	`jnl`	Unveiling dynamics changes: Singular spectrum analysis-based method for detecting concept drift in industrial data streams. Knowl. Based Syst. Yuyan Zhang, Zhe Liu, Chunjie Yang, Xiaoke Huang, Siwei Lou, Hanwen Zhang, Duojin Yan
2023	J	`jnl`	A Local Dynamic Broad Kernel Stationary Subspace Analysis for Monitoring Blast Furnace Ironmaking Process. IEEE Trans. Ind. Informatics Siwei Lou, Chunjie Yang, Ping Wu
2023	J	`jnl`	A Soft Sensor Model of Sintering Process Quality Index Based on Multi-Source Data Fusion. Sensors Yuxuan Li, Weihao Jiang, Zhihui Shi, Chunjie Yang
2023	J	`jnl`	Adaptive dynamic inferential analytic stationary subspace analysis: A novel method for fault detection in blast furnace ironmaking process. Inf. Sci. Siwei Lou, Chunjie Yang, Xiongzhuo Zhu, Hanwen Zhang, Ping Wu
2023	J	`jnl`	An End-to-End Multisource Information Fusion Framework for f-CaO Content Soft Sensing in Cement Clinker Burning Process. IEEE Trans. Instrum. Meas. Yuchen Zhao, Chunjie Yang, Hang Xiao, Yaoyao Bao, Siwei Lou, Jiayun Mao, Huanyu Liao
2023	J	`jnl`	Collaborative Extraction of Intervariable Coupling Relationships and Dynamics for Prediction of Silicon Content in Blast Furnaces. IEEE Trans. Instrum. Meas. Liyuan Kong, Chunjie Yang, Siwei Lou, Yu Cai, Xiaoke Huang, Mingyang Sun
2023	J	`jnl`	Data-driven soft sensors in blast furnace ironmaking: a survey. Frontiers Inf. Technol. Electron. Eng. Yueyang Luo, Xinmin Zhang, Manabu Kano, Long Deng, Chunjie Yang, Zhihuan Song
2023	J	`jnl`	Intelligent Transfer Optimization for Ironmaking Process With Nonanalytic Constraints. IEEE Trans. Ind. Informatics Junfang Li, Chunjie Yang, Shujia Xie, Yuxuan Li, Zhiqi Su
2023	J	`jnl`	Multisource Information Fusion for Autoformer: Soft Sensor Modeling of FeO Content in Iron Ore Sintering Process. IEEE Trans. Ind. Informatics Chong Yang, Chunjie Yang, Xinmin Zhang, Jianfeng Zhang
2023	J	`jnl`	Novel Data-Driven Deep Learning Assisted CVA for Ironmaking System Prediction and Control. IEEE Trans. Circuits Syst. II Express Briefs Siwei Lou, Chunjie Yang, Xujie Zhang, Ping Wu
2023	J	`jnl`	Relative Synergy Coefficient: A novel way to detect variable interaction in large dataset. Knowl. Based Syst. Yanrui Li, Kaiyou Fu, Yuchen Zhao, Chunjie Yang
2023	J	`jnl`	Stacked Spatial-Temporal Autoencoder for Quality Prediction in Industrial Processes. IEEE Trans. Ind. Informatics Feng Yan, Chunjie Yang, Xinmin Zhang
2022	J	`jnl`	A Context-Aware Enhanced GRU Network With Feature-Temporal Attention for Prediction of Silicon Content in Hot Metal. IEEE Trans. Ind. Informatics Junfang Li, Chunjie Yang, Yuxuan Li, Shujia Xie
2022	J	`jnl`	Consistent Optimization of Blast Furnace Ironmaking Process Based on Controllability Assurance Soft Sensor Modeling. Sensors Junfang Li, Chunjie Yang, Chong Yang
2022	J	`jnl`	DSTED: A Denoising Spatial-Temporal Encoder-Decoder Framework for Multistep Prediction of Burn-Through Point in Sintering Process. IEEE Trans. Ind. Electron. Feng Yan, Chunjie Yang, Xinmin Zhang
2022	J	`jnl`	Deep weighted joint distribution adaption network for fault diagnosis of blast furnace ironmaking process. Comput. Chem. Eng. Dali Gao, Xiong zhuo Zhu, Chunjie Yang, Xiaoke Huang, Wenhai Wang
2022	J	`jnl`	Dynamic Time Features Expanding and Extracting Method for Prediction Model of Sintering Process Quality Index. IEEE Trans. Ind. Informatics Yuxuan Li, Chunjie Yang, Youxian Sun
2022	J	`jnl`	Fault Diagnosis of Blast Furnace Iron-Making Process With a Novel Deep Stationary Kernel Learning Support Vector Machine Approach. IEEE Trans. Instrum. Meas. Siwei Lou, Chunjie Yang, Ping Wu, Liyuan Kong, Yonghong Xu
2022	J	`jnl`	Forecasting of iron ore sintering quality index: A latent variable method with deep inner structure. Comput. Ind. Chong Yang, Chunjie Yang, Junfang Li, Yuxuan Li, Feng Yan
2022	J	`jnl`	How to make machine select stocks like fund managers? Use scoring and screening model. Expert Syst. Appl. Yanrui Li, Kaiyou Fu, Yuchen Zhao, Chunjie Yang
2022	J	`jnl`	Nonstationary Process Monitoring for Blast Furnaces Based on Consistent Trend Feature Analysis. IEEE Trans. Control. Syst. Technol. Hanwen Zhang, Jun Shang, Jianxun Zhang, Chunjie Yang
2022	—	`conf`	Real-time Blast Furnace Monitoring based on Temporal Sub-mode Recognition. I2MTC Xin Wang, Xiao-Yu Tang, Zheng Hao, Songchen Li, Chunjie Yang
2022	J	`jnl`	Sintering Quality Prediction Model Based on Semi-Supervised Dynamic Time Feature Extraction Framework. Sensors Yuxuan Li, Chunjie Yang, Youxian Sun
2021	J	`jnl`	Detection of Blast Furnace Stockline Based on a Spatial-Temporal Characteristic Cooperative Method. IEEE Trans. Instrum. Meas. Zhipeng Chen, Zhaohui Jiang, Chunjie Yang, Weihua Gui
2021	J	`jnl`	Domain knowledge based explainable feature construction method and its application in ironmaking process. Eng. Appl. Artif. Intell. Yanrui Li, Chunjie Yang
2021	J	`jnl`	Dust distribution study at the blast furnace top based on k-Sε -up model. IEEE CAA J. Autom. Sinica Zhipeng Chen, Zhaohui Jiang, Chunjie Yang, Weihua Gui, Youxian Sun
2021	J	`jnl`	Stochastic process-based degradation modeling and RUL prediction: from Brownian motion to fractional Brownian motion. Sci. China Inf. Sci. Hanwen Zhang, Maoyin Chen, Jun Shang, Chunjie Yang, Youxian Sun
2020	J	`jnl`	A Collaborative Optimization Strategy for Energy Reduction in Ironmaking Digital Twin. IEEE Access Heng Zhou, Chunjie Yang, Youxian Sun
2020	J	`jnl`	Conditional random field for monitoring multimode processes with stochastic perturbations. J. Frankl. Inst. Hanwen Zhang, Jun Shang, Chunjie Yang, Youxian Sun
2020	J	`jnl`	Graph-Based Method for Fault Detection in the Iron-Making Process. IEEE Access Ruqiao An, Chunjie Yang, Yijun Pan
2020	J	`jnl`	Hybrid-Model-Based Intelligent Optimization of Ironmaking Process. IEEE Trans. Ind. Electron. Heng Zhou, Haifeng Zhang, Chunjie Yang
2020	J	`jnl`	Mixed-Framework-Based Energy Optimization of Chemi-Mechanical Pulping. IEEE Trans. Ind. Informatics Heng Zhou, Yanrui Li, Chunjie Yang, Youxian Sun
2019	J	`jnl`	Coordination Control for a Class of Multi-Agent Systems Under Asynchronous Switching. J. Syst. Sci. Complex. Xiaodan Zhao, Wenhui Liu, Chunjie Yang
2019	—	`conf`	Remaining Useful Life Prediction under Multiple Fault Patterns for Degradation Processes with Long-Range Dependence. CAA SAFEPROCESS Hanwen Zhang, Chunjie Yang, Youxian Sun
2017	J	`jnl`	Observer-based event-triggered containment control of multi-agent systems with time delay. Int. J. Syst. Sci. Wenhui Liu, Chunjie Yang, Youxian Sun, Jiaxiang Qin
2016	J	`jnl`	Fault Isolation Based on k-Nearest Neighbor Rule for Industrial Processes. IEEE Trans. Ind. Electron. Zhe Zhou, Chenglin Wen, Chunjie Yang
2016	J	`jnl`	Observer-based event-triggered tracking control of leader-follower systems with time delay. J. Syst. Sci. Complex. Wenhui Liu, Chunjie Yang, Youxian Sun, Jiaxiang Qin
2013	—	`conf`	Belief function to probability: A tradeoff between easy decision-making and high risk. ICCA Zhe Zhou, Chunjie Yang, Chenglin Wen
2013	—	`conf`	Fuzzy logic surge control in variable speed axial compressors. ICCA Shu Lin, Chunjie Yang, Ping Wu, Zhihuan Song
2005	—	`conf`	A VSC Scheme for Linear MIMO Systems Based on SVM. ICNC (1) Yi-Bo Zhang, Chunjie Yang, Daoying Pi, Youxian Sun
2005	—	`conf`	Decomposition and Resolution of Fuzzy Relation Equations (II) Based on Boolean-Type Implications. Australian Conference on Artificial Intelligence Yanbin Luo, Chunjie Yang, Yongming Li, Daoying Pi