Chunjie Yang - Publications, H-index & Citations

Chunjie Yang

zhejiang university

22H指数

128论文数

1.5K被引数

收录论文 65

发表时间

$x$-DLSSA: Discovering Stationarity via a Deep Learning Lens Toward Unsupervised Monitoring in Steel and Iron Manufacturing Processes $x$-DLSSA：通过深度学习视角发现平稳性，面向钢铁制造过程中的无监督监测

IEEE Transactions on Industrial Informatics

IF9.9

2026-09-11

PREAI

Siwei Lou; Xiaoyan Wu; Dali Gao; Shengnan Tang; Ping Wu; Hanwen Zhang; Li Chai; Chunjie Yang

Towards comprehensive industrial data fusion: A unified cross-modal and cross-dataset modeling framework for online quality prediction 面向全面的工业数据融合：用于在线质量预测的统一跨模态和跨数据集建模框架

Control Engineering Practice

IF4.6

2026-05-06

PREAI

Yuchen Zhao; Chunjie Yang; Feng Yan; Junjin Mu; Duojin Yan; Song Wang; Cong Wang

Composition dependent interfacial evaporation and heat transfer of HFE-7000/HFE-7200 mixtures on copper: a molecular dynamics study 铜基表面上HFE-7000/HFE-7200混合物的组分依赖性界面蒸发与热传递：分子动力学研究

APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING

IF2.8

2026-04-27

PREAI

Yang, Chunjie; Zhu, Xianfeng; Zhang, Guangyi; Pan, Gui; Wang, Xingchuan

Transforming machine learning strategies in quantitative stock investment: A multisource information fusion and online ensemble modeling approach for superior alpha factors 量化股票投资中的机器学习策略转型：基于多源信息融合与在线集成建模的卓越Alpha因子方法

Expert Systems with Applications

IF7.5

2025-11-21

PREAI

Yuchen Zhao; Zepeng Chen; Chunxiao Cao; Yanrui Li; Jie Ying; Junjin Mu; Chunjie Yang

Label-Aware feature and basis alignment via contrastive learning for cross-Domain quality prediction of multimode processes 基于对比学习的跨域质量预测的多模态过程标签感知特征与基对齐

Knowledge-Based Systems

IF7.6

2025-11-12

PREAI

Duojin Yan; Zhe Liu; Chunjie Yang; Feng Yan; Yuchen Zhao; Junjin Mu

A Novel Model of Cardiac Remodeling by a Minimally Invasive Aortic Regurgitation Surgery in Mice 一种通过微创主动脉瓣反流手术在小鼠中建立的心脏重塑新模型

jacc basic to translational science

IF0

2025-09-16

OAAI

Xiang Li; Jian Wu; Le Kang; Xuan Li; Weijiang Tan; Shuang Zheng; Jianguo Jia; Shijun Wang; Chunjie Yang; Xuecong Ren; Honghua Chen; Hui Gong; Kuan Cheng; Huan Sun; Fenghua Yang; Yunzeng Zou

Toward In-Depth Mastery of Statistical Properties: Novel Stationary Moment Analysis With Application to Continuous Industrial Anomaly Detection 面向统计特性深度掌握：新颖的平稳矩分析及其在连续工业异常检测中的应用

IEEE Transactions on Cybernetics

IF10.5

2025-07-01

PREAI

Siwei Lou; Chunjie Yang; Weibin Wang; Hanwen Zhang; Yuchen Zhao; Ping Wu

FA-SconvAE-LSTM: Feature-Aligned Stacked Convolutional Autoencoder with Long Short-Term Memory Network for Soft Sensor Modeling FA-SconvAE-LSTM：特征对齐的堆叠卷积自编码器与长短期记忆网络用于软传感器建模

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

IF8

2025-06-01

PREAI

Wu, Ping; Miao, Zengdi; Wang, Ke; Gao, Jinfeng; Zhang, Xujie; Lou, Siwei; Yang, Chunjie

Deep fusion of time series and visual data through temporal Features: A soft-sensor model for FeO content in sintering process 基于时序特征的时序数据与视觉数据的深度融合：一种用于烧结过程FeO含量的软传感器模型

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-04-01

PREAI

Yang, Chong; Yang, Chunjie

DAMPNN: Dynamic Adaptive Message Passing Neural Network for Industrial Soft Sensor DAMPNN: 用于工业软测量的动态自适应消息传递神经网络

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2025-02-01

PREAI

Yan, Feng; Yang, Chunjie; Kong, Liyuan; Yang, Chong

Facilitating Ferrous Oxide Prediction: Enabling Sintering Forecasting With Orthogonal Basis-Based Implicit Subspace Identification

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2025-01-01

PREAI

Wang, Shaoqi; Yang, Chunjie; Lou, Siwei

CausalSynG: Multivariate Collaborative Causal Inference With Dynamic Knowledge-Data Synergy for Industrial Soft Sensors CausalSynG：具有工业软传感器动态知识-数据协同的多变量协同因果推断

IEEE Transactions on Instrumentation and Measurement

IF5.9

2025-01-01

PREAI

Weibin Wang; Chunjie Yang; Siwei Lou; Yuelin Yang

A Reinforcement Learning-Based Multistep Prediction Strategy for Burn-Through Point Using State Feature Extractor

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2025-01-01

PREAI

Mu, Junjin; Yang, Chunjie; Yan, Feng; Yang, Chong; Lin, Tao

A Graph-Based Time-Frequency Two-Stream Network for Multistep Prediction of Key Performance Indicators in Industrial Processes

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2024-11-01

PREAI

Yan, Feng; Zhang, Xinmin; Yang, Chunjie

SFENOSA: A Novel KPI-Related Process Monitoring Method by Slow Feature Extraction and Elastic Net Orthonormal Subspace Analysis

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2024-11-01

PREAI

Wu, Ping; Pan, Qianqian; Zhang, Xujie; Lou, Siwei; Gao, Jinfeng; Yang, Chunjie

Siamese Neural Network and Multimodal Data Fusion Approach for Small-Sample Learning in Industrial Soft Sensor Modeling

IEEE SENSORS JOURNAL

IF4.5

2024-10-15

PREAI

Zhao, Yuchen; Liu, Zhe; Yan, Feng; Yang, Chunjie; Cao, Yang; Bao, Yaoyao; Mao, Jiayun; Lou, Siwei; Xiao, Hang

Fault diagnosis of blast furnace based on incomplete multi-source domain adaptation with feature fusion 基于特征融合的不完全多源域自适应高炉故障诊断

ADVANCED ENGINEERING INFORMATICS

IF9.9

2024-10-01

PREAI

Gao, Dali; Yang, Chunjie; Tang, Xiao-Yu; Zhu, Xiongzhuo; Huang, Xiaoke

Data-Driven Joint Fault Diagnosis Based on RMK-ASSA and DBSKNet for Blast Furnace Iron-Making Process

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2024-07-01

PREAI

Lou, Siwei; Yang, Chunjie; Wu, Ping; Yang, Yuelin; Kong, Liyuan; Zhang, Xujie

A Survey of Data-Driven Soft Sensing in Ironmaking System: Research Status and Opportunities

ACS OMEGA

IF4.3

2024-06-06

OAAI

Yan, Feng; Kong, Liyuan; Li, Yanrui; Zhang, Hanwen; Yang, Chunjie; Chai, Li

From Complexity to Clarity: M2KCSVA's Nonlinear Temporal Correlation Analysis and Stationary Estimation Pave the Way for Fault Diagnosis in Ironmaking Processes

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2024-04-01

PREAI

Lou, Siwei; Yang, Chunjie; Zhang, Xujie; Zhang, Hanwen; Wu, Ping

研究方向