Le Yao

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 31

Top Topics

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Informatics

IEEE Trans. Ind. Electron.

Eng. Appl. Artif. Intell.

Publications

Jiayu Wang, Le Yao, Lin Sui, Weili Xiong
Novel Two-Stream Deep Slow and Nonstationary Fast Feature Extraction for Chemical Process Soft Sensing Application. IEEE Trans. Ind. Informatics 20 (6) (2024)
Jiayu Wang, Le Yao, Weili Xiong
Novel Semi-Supervised Deep Probabilistic Slow Feature Extraction for Online Chemical Process Soft Sensing Application. IEEE Trans. Instrum. Meas. 73 (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)
Le Yao, Bingbing Shen, Linlin Cui, Junhua Zheng, Zhiqiang Ge
Semi-Supervised Deep Dynamic Probabilistic Latent Variable Model for Multimode Process Soft Sensor Application. IEEE Trans. Ind. Informatics 19 (4) (2023)
Yimeng He, Xiangyin Kong, Le Yao, Zhiqiang Ge
Neural Network Weight Comparison for Industrial Causality Discovering and Its Soft Sensing Application. IEEE Trans. Ind. Informatics 19 (8) (2023)
Le Yao, Zeyu Yang, Zheng Zhang, Siyuan Tang, Bingbing Shen, Jiusun Zeng
Input Factor Selection Based on Interpretable Neural Network for Industrial Virtual Sensing Application. IEEE Trans. Instrum. Meas. 72 (2023)
Bingbing Shen, Le Yao, Zhiqiang Ge
Predictive Modeling With Multiresolution Pyramid VAE and Industrial Soft Sensor Applications. IEEE Trans. Cybern. 53 (8) (2023)
Le Yao, Zhiqiang Ge
Causal variable selection for industrial process quality prediction via attention-based GRU network. Eng. Appl. Artif. Intell. 118 (2023)
Zeyu Yang, Le Yao, Bingbing Shen, Peiliang Wang
Probabilistic Fusion Model for Industrial Soft Sensing Based on Quality-Relevant Feature Clustering. IEEE Trans. Ind. Informatics 19 (8) (2023)
Lingquan Zeng, Junhua Zheng, Le Yao, Zhiqiang Ge
Dynamic Bayesian Networks for Feature Learning and Transfer Applications in Remaining Useful Life Estimation. IEEE Trans. Instrum. Meas. 72 (2023)
Yimeng He, Le Yao, Zhiqiang Ge, Zhihuan Song
Causal Generative Model for Root-Cause Diagnosis and Fault Propagation Analysis in Industrial Processes. IEEE Trans. Instrum. Meas. 72 (2023)
Wenhao Fan, Le Yao, Junting Han, Fan Wu, Yuan'an Liu
Game-Based Multitype Task Offloading Among Mobile-Edge-Computing-Enabled Base Stations. IEEE Internet Things J. 8 (24) (2021)
Le Yao, Zhiqiang Ge
Cooperative Deep Dynamic Feature Extraction and Variable Time-Delay Estimation for Industrial Quality Prediction. IEEE Trans. Ind. Informatics 17 (6) (2021)
Chang Tian, Jiao Xi, Mengchen Ju, Yahong Li, Qi Guo, Le Yao, Chun Wang, Yanbin Lin, Qiang Li, Wendy J. Williams, Chongfeng Bu
Biocrust microbiomes influence ecosystem structure and function in the Mu Us Sandland, northwest China. Ecol. Informatics 66 (2021)
Le Yao, Zhiqiang Ge
Dynamic Features Incorporated Locally Weighted Deep Learning Model for Soft Sensor Development. IEEE Trans. Instrum. Meas. 70 (2021)
Le Yao, Weiming Shao, Zhiqiang Ge
Hierarchical Quality Monitoring for Large-Scale Industrial Plants With Big Process Data. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Le Yao, Zhiqiang Ge
Industrial Big Data Modeling and Monitoring Framework for Plant-Wide Processes. IEEE Trans. Ind. Informatics 17 (9) (2021)
Le Yao, Honglin Zhuang, Qianye Su, Zhechao Lin, Jiaxiang Gu
Automatic Smart Device Identification Based on Web Fingerprint and Neural Network. BDSIC (2021)
Jinlin Zhu, Muyun Jiang, Guohao Peng, Le Yao, Zhiqiang Ge
Scalable Soft Sensor for Nonlinear Industrial Big Data via Bagging Stochastic Variational Gaussian Processes. IEEE Trans. Ind. Electron. 68 (8) (2021)
Le Yao, Xiaoyu Jiang, Gaopan Huang, Jinchuan Qian, Bingbing Shen, Lu Xu, Zhiqiang Ge
Virtual Sensing f-CaO Content of Cement Clinker Based on Incremental Deep Dynamic Features Extracting and Transferring Model. IEEE Trans. Instrum. Meas. 70 (2021)
Le Yao, Honglin Zhuang, Zhechao Lin, Jiaxiang Gu
Intelligent Device Identification Method Based on Network Packet Fingerprint. DSC (2021)
Wenhao Fan, Junting Han, Le Yao, Fan Wu, Yuan'an Liu
Latency-energy optimization for joint WiFi and cellular offloading in mobile edge computing networks. Comput. Networks 181 (2020)
Weiming Shao, Zhiqiang Ge, Le Yao, Zhihuan Song
Bayesian Nonlinear Gaussian Mixture Regression and its Application to Virtual Sensing for Multimode Industrial Processes. IEEE Trans Autom. Sci. Eng. 17 (2) (2020)
Le Yao, Zhiqiang Ge
Nonlinear Gaussian Mixture Regression for Multimode Quality Prediction With Partially Labeled Data. IEEE Trans. Ind. Informatics 15 (7) (2019)
Zeyu Yang, Le Yao, Zhiqiang Ge
A Novel Streaming Variational Bayesian Supervised Factor Analysis for Industrial Adaptive Soft Sensor Modeling. ASCC (2019)
Le Yao, Zhiqiang Ge
Distributed parallel deep learning of Hierarchical Extreme Learning Machine for multimode quality prediction with big process data. Eng. Appl. Artif. Intell. 81 (2019)
Weiming Shao, Le Yao, Zhiqiang Ge, Zhihuan Song
Parallel Computing and SGD-Based DPMM For Soft Sensor Development With Large-Scale Semisupervised Data. IEEE Trans. Ind. Electron. 66 (8) (2019)
Le Yao, Zhiqiang Ge
Scalable Semisupervised GMM for Big Data Quality Prediction in Multimode Processes. IEEE Trans. Ind. Electron. 66 (5) (2019)
Le Yao, Zhiqiang Ge
Deep Learning of Semisupervised Process Data With Hierarchical Extreme Learning Machine and Soft Sensor Application. IEEE Trans. Ind. Electron. 65 (2) (2018)
Le Yao, Zhiqiang Ge
Locally Weighted Prediction Methods for Latent Factor Analysis With Supervised and Semisupervised Process Data. IEEE Trans Autom. Sci. Eng. 14 (1) (2017)
Le Yao, Zhiqiang Ge
Online Updating Soft Sensor Modeling and Industrial Application Based on Selectively Integrated Moving Window Approach. IEEE Trans. Instrum. Meas. 66 (8) (2017)