Weihua Gui

Taiyuan, 030013, China

Last Updated: 09/26/2026

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Found 21 publications

A Survey on Confidence Calibration of Deep Learning-Based Classification Models Under Class Imbalance Data.

A Survey on Confidence Calibration of Deep Learning-Based Classification Models Under Class Imbalance Data.

Journal: IEEE transactions on neural networks and learning systems
Published: June 18, 2025

Semi-Heterogeneous Graph-Perception Network With Gradient-Weighted Class Activation Mapping for Class-Incremental Industrial Fault Recognition and Root Cause Diagnosis.

Semi-Heterogeneous Graph-Perception Network With Gradient-Weighted Class Activation Mapping for Class-Incremental Industrial Fault Recognition and Root Cause Diagnosis.

Journal: IEEE transactions on neural networks and learning systems
Published: May 19, 2025

Generalized Cross-Domain Industrial Process Monitoring via Adaptive Discriminative Transfer Dictionary Pair Learning With Attribute Embedding.

Generalized Cross-Domain Industrial Process Monitoring via Adaptive Discriminative Transfer Dictionary Pair Learning With Attribute Embedding.

Journal: IEEE transactions on neural networks and learning systems
Published: May 07, 2025

Vertex Cover of Networks and Its Related Optimization Problems: An Overview.

Vertex Cover of Networks and Its Related Optimization Problems: An Overview.

Journal: IEEE transactions on neural networks and learning systems
Published: March 03, 2025

Hierarchical Self-Attention Network for Industrial Data Series Modeling With Different Sampling Rates Between the Input and Output Sequences.

Hierarchical Self-Attention Network for Industrial Data Series Modeling With Different Sampling Rates Between the Input and Output Sequences.

Journal: IEEE transactions on neural networks and learning systems
Published: April 24, 2024

Adaptive Neural Consensus Observer Networks Design for a Class of Semilinear Parabolic PDE Systems.

Adaptive Neural Consensus Observer Networks Design for a Class of Semilinear Parabolic PDE Systems.

Journal: IEEE transactions on neural networks and learning systems
Published: April 10, 2024

Reinforcement Learning for Blast Furnace Ironmaking Operation With Safety and Partial Observation Considerations.

Reinforcement Learning for Blast Furnace Ironmaking Operation With Safety and Partial Observation Considerations.

Journal: IEEE transactions on neural networks and learning systems
Published: January 17, 2024

A Spatial-Temporal Variational Graph Attention Autoencoder Using Interactive Information for Fault Detection in Complex Industrial Processes.

A Spatial-Temporal Variational Graph Attention Autoencoder Using Interactive Information for Fault Detection in Complex Industrial Processes.

Journal: IEEE transactions on neural networks and learning systems
Published: November 08, 2023

VAE-Based Interpretable Latent Variable Model for Process Monitoring.

VAE-Based Interpretable Latent Variable Model for Process Monitoring.

Journal: IEEE transactions on neural networks and learning systems
Published: June 13, 2023

Error-Triggered Adaptive Sparse Identification for Predictive Control and Its Application to Multiple Operating Conditions Processes.

Error-Triggered Adaptive Sparse Identification for Predictive Control and Its Application to Multiple Operating Conditions Processes.

Journal: IEEE transactions on neural networks and learning systems
Published: April 05, 2023

Understanding via Exploration: Discovery of Interpretable Features With Deep Reinforcement Learning.

Understanding via Exploration: Discovery of Interpretable Features With Deep Reinforcement Learning.

Journal: IEEE transactions on neural networks and learning systems
Published: June 28, 2022

Metric Learning-Based Fault Diagnosis and Anomaly Detection for Industrial Data With Intraclass Variance.

Metric Learning-Based Fault Diagnosis and Anomaly Detection for Industrial Data With Intraclass Variance.

Journal: IEEE transactions on neural networks and learning systems
Published: May 24, 2022
Showing 1-12 of 21

Last Updated: 09/26/2026