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Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes

IEEE transactions on reliability, 2023-03, Vol.72 (1), p.204-213

2023

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A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring

IEEE transactions on control systems technology, 2019-07, Vol.27 (4), p.1780-1787

2019

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Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing

IEEE transactions on instrumentation and measurement, 2022, Vol.71, p.1-9

2022

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Farthest-Nearest Distance Neighborhood and Locality Projections Integrated With Bootstrap for Industrial Process Fault Diagnosis

IEEE transactions on industrial informatics, 2023-05, Vol.19 (5), p.6284-6294

2023

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Quality Regularization-Based Semisupervised Adversarial Transfer Model With Unlabeled Data for Industrial Soft Sensing

IEEE transactions on industrial informatics, 2024-02, Vol.20 (2), p.1190-1197

2024

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An Imbalanced Multifault Diagnosis Method Based on Bias Weights AdaBoost

IEEE transactions on instrumentation and measurement, 2022, Vol.71, p.1-8

2022

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Novel Regularization Double Preserving Integrated with Neighborhood Locality Projections for Fault Diagnosis

IEEE transactions on industrial informatics, 2023-10, Vol.19 (10), p.1-11

2023

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Novel Deep layers-extended Autoencoder with Correlation and Its Industrial Soft Sensing

IEEE transactions on industrial informatics, 2024-01, Vol.20 (1), p.1-9

2024

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Adversarial Attacks for Neural Network-Based Industrial Soft Sensors: Mirror Output Attack and Translation Mirror Output Attack

IEEE transactions on industrial informatics, 2024-02, Vol.20 (2), p.2378-2386

2024

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Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault Diagnosis

IEEE transactions on reliability, 2023-03, Vol.72 (1), p.166-176

2023

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Data Mode-Related Generative Adversarial Network for Industrial Soft Sensor Application

IEEE transactions on industrial informatics, 2024-03, Vol.20 (3), p.1-8

2024

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Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated With Sparse Autoencoder

IEEE transactions on instrumentation and measurement, 2021, Vol.70, p.1-8

2021

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Adaptive Multi-Head Self-Attention Based Supervised VAE for Industrial Soft Sensing With Missing Data

IEEE transactions on automation science and engineering, 2024-07, Vol.21 (3), p.3564-3575

2024

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Improved Bi-LSTM With Distributed Nonlinear Extensions and Parallel Inputs for Soft Sensing

IEEE transactions on industrial informatics, 2024-03, Vol.20 (3), p.1-8

2024

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Novel virtual sample generation using target-relevant autoencoder for small data based soft sensor

IEEE transactions on instrumentation and measurement, 2021-01, Vol.70, p.1-1

2021

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A New Distributed Echo State Network Integrated With an Auto-Encoder for Dynamic Soft Sensing

IEEE transactions on instrumentation and measurement, 2023, Vol.72, p.1-8

2023

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Novel Multiattribute Space-Based LSTM for Industrial Soft Sensor Applications

IEEE transactions on industrial informatics, 2024-03, Vol.20 (3), p.4745-4752

2024

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Novel K-medoids based SMOTE Integrated with Locality Preserving Projections for Fault Diagnosis

IEEE transactions on instrumentation and measurement, 2022, Vol.71, p.1-1

2022

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Novel Schur Decomposition Orthogonal Exponential DLPP With Mixture Distance for Fault Diagnosis

IEEE transactions on industrial informatics, 2024-04, Vol.20 (4), p.5601-5608

2024

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Improved Multi-Distance ARMF Integrated With LTSA Based Pattern Matching Method and Its Application in Fault Diagnosis

IEEE transactions on automation science and engineering, 2024-07, Vol.21 (3), p.3461-3471

2024

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Soft Sensor Enhancement for Multimodal Industrial Process Data: Meta Regression Gaussian Mixture Variational Autoencoder

IEEE transactions on instrumentation and measurement, 2024, Vol.73, p.1-9

2024

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Novel Distributed GRUs Based on Hybrid Self-Attention Mechanism for Dynamic Soft Sensing

IEEE transactions on automation science and engineering, 2023-08, p.1-12

2023

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High Power (~10 kW) Yb:YAG Ceramic Slab Laser Operating at 1030 nm

IEEE photonics technology letters, 2023-07, Vol.35 (14), p.789-792

2023

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Out-of-plane integration of multilayer strip-resonators and its application

Electronics letters, 2020-07, Vol.56 (15), p.780-782

2020

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Intelligent modeling using a novel feature extraction based multiple activation functions extreme learning machine

2019 IEEE 16th International Conference on Networking, Sensing and Control (ICNSC), 2019, p.24-28

2019

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Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes

A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring

Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing

Farthest-Nearest Distance Neighborhood and Locality Projections Integrated With Bootstrap for Industrial Process Fault Diagnosis

Quality Regularization-Based Semisupervised Adversarial Transfer Model With Unlabeled Data for Industrial Soft Sensing

An Imbalanced Multifault Diagnosis Method Based on Bias Weights AdaBoost

Novel Regularization Double Preserving Integrated with Neighborhood Locality Projections for Fault Diagnosis

Novel Deep layers-extended Autoencoder with Correlation and Its Industrial Soft Sensing

Adversarial Attacks for Neural Network-Based Industrial Soft Sensors: Mirror Output Attack and Translation Mirror Output Attack

Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault Diagnosis

Data Mode-Related Generative Adversarial Network for Industrial Soft Sensor Application

Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated With Sparse Autoencoder

Adaptive Multi-Head Self-Attention Based Supervised VAE for Industrial Soft Sensing With Missing Data

Improved Bi-LSTM With Distributed Nonlinear Extensions and Parallel Inputs for Soft Sensing

Novel virtual sample generation using target-relevant autoencoder for small data based soft sensor

A New Distributed Echo State Network Integrated With an Auto-Encoder for Dynamic Soft Sensing

Novel Multiattribute Space-Based LSTM for Industrial Soft Sensor Applications

Novel K-medoids based SMOTE Integrated with Locality Preserving Projections for Fault Diagnosis

Novel Schur Decomposition Orthogonal Exponential DLPP With Mixture Distance for Fault Diagnosis

Improved Multi-Distance ARMF Integrated With LTSA Based Pattern Matching Method and Its Application in Fault Diagnosis

Soft Sensor Enhancement for Multimodal Industrial Process Data: Meta Regression Gaussian Mixture Variational Autoencoder

Novel Distributed GRUs Based on Hybrid Self-Attention Mechanism for Dynamic Soft Sensing

High Power (~10 kW) Yb:YAG Ceramic Slab Laser Operating at 1030 nm

Out-of-plane integration of multilayer strip-resonators and its application

Intelligent modeling using a novel feature extraction based multiple activation functions extreme learning machine

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