Heng Xia

27 papers Journal 23Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Random Forests With Adaptive Piecewise Linearization for Approximating Dynamic Nonlinear Systems and Industrial Applications.
IEEE Trans. Ind. Electron.
Heng Xia, Junfei Qiao, Xi Meng, Yongyang Xiong, Keyou You
2026 J jnl
High-Precision Modeling of Industrial Process Using Lightweight Deep Forest Regression With Its Application.
IEEE Trans Autom. Sci. Eng.
Heng Xia, Junfei Qiao
2025 J jnl
A novel data-driven sample augmentation method using interpretable space and adversarial mechanism for dioxin risk warning.
Eng. Appl. Artif. Intell.
Canlin Cui, Jian Tang, Junfei Qiao, Heng Xia
2025 J jnl
Bayesian Optimization-Based Interval Type-2 Fuzzy Neural Network for Furnace Temperature Control.
IEEE Trans. Ind. Informatics
Hao Tian, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
2025 J jnl
CO Emission Prediction for MSWI Process Based on Dual-Space Nested Dual-Window Drift Detection.
IEEE Trans. Instrum. Meas.
Runyu Zhang, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
2025 J jnl
Data Augmentation: A Multi-Perspective Survey on Data, Methods, and Applications.
Comput. Mater. Continua
Canlin Cui, Junyu Yao, Heng Xia
2025 J jnl
Dioxin Emission Detection Based on Dynamic Pruning Online Ensemble Binary Tree Algorithm.
IEEE Trans Autom. Sci. Eng.
Chaofan Xu, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
2025 J jnl
Using deep forest regression and multi-layer state transition algorithm to soft measuring modeling with small sample data.
Soft Comput.
Heng Xia, Jian Tang, Wen Yu
2024 J jnl
CO emission predictions in municipal solid waste incineration based on reduced depth features and long short-term memory optimization.
Neural Comput. Appl.
Runyu Zhang, Jian Tang, Heng Xia, Xiaotong Pan, Wen Yu, Junfei Qiao
2024 J jnl
Data-driven multi-objective intelligent optimal control of municipal solid waste incineration process.
Eng. Appl. Artif. Intell.
Tianzheng Wang, Jian Tang, Heng Xia, Cuili Yang, Wen Yu, Junfei Qiao
2024 J jnl
Hybrid Simulator-Based Mechanism and Data-Driven for Multidemand Dioxin Emissions Intelligent Prediction in the MSWI Process.
IEEE Trans. Ind. Electron.
Heng Xia, Jian Tang, Wen Yu, Junfei Qiao
2024 J jnl
Intelligent optimal control of furnace temperature for the municipal solid waste incineration process using multi-loop controller and particle swarm optimization.
Expert Syst. Appl.
Tianzheng Wang, Jian Tang, Heng Xia, Loai Aljerf, Runyu Zhang, Hao Tian, Mulugeta Legesse Akele
2024 J jnl
Multi-objective PSO semi-supervised random forest method for dioxin soft sensor.
Eng. Appl. Artif. Intell.
Wen Xu, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
2024 J jnl
Multimodal Data-Driven Interpretable Deep Modeling Approach of Dioxins Generation for Municipal Solid Waste Incineration Processes.
IEEE Trans. Instrum. Meas.
Heng Xia, Jian Tang, Xiaotong Pan, Wen Yu, Junfei Qiao
2024 J jnl
Online Measurement of Dioxin Emission in Solid Waste Incineration Using Fuzzy Broad Learning.
IEEE Trans. Ind. Informatics
Heng Xia, Jian Tang, Wen Yu, Junfei Qiao
2024 J jnl
Tree Broad Learning System for Small Data Modeling.
IEEE Trans. Neural Networks Learn. Syst.
Heng Xia, Jian Tang, Wen Yu, Junfei Qiao
2023 — conf
Carbon Monoxide Emission Prediction Based on Concept Drift Detection Using KPCA for Municipal Solid Waste Incineration Processes.
SSCI
Runyu Zhang, Jian Tang, Heng Xia
2023 J jnl
Combustion state identification of MSWI processes using ViT-IDFC.
Eng. Appl. Artif. Intell.
Xiaotong Pan, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
2023 J jnl
Dioxin Emission Concentration Prediction Using the Selective Ensemble Algorithm Based on Bayesian Inference and Binary Tree.
IEEE Trans. Instrum. Meas.
Chaofan Xu, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
2023 J jnl
Multiscale Modeling Using GAN and Deep Forest Regression With Application to Dioxin Emission Soft Sensor.
IEEE Trans. Instrum. Meas.
Canlin Cui, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
2023 — conf
Online Soft Sensing of Dioxin Emission Based on Fast Tree BLS and Robust PCA.
SSCI
Heng Xia, Jian Tang, Runyu Zhang
2023 J jnl
Takagi-Sugeno Fuzzy Regression Trees With Application to Complex Industrial Modeling.
IEEE Trans. Fuzzy Syst.
Heng Xia, Jian Tang, Wen Yu, Canlin Cui, Junfei Qiao
2023 J jnl
Virtual sample generation method based on generative adversarial fuzzy neural network.
Neural Comput. Appl.
Canlin Cui, Jian Tang, Heng Xia, Junfei Qiao, Wen Yu
2022 — conf
Combustion State Recognition Method in Municipal Solid Waste Incineration Processes Based on Improved Deep Forest.
NCAA (1)
Xiaotong Pan, Jian Tang, Heng Xia, Weitao Li, Haitao Guo
2022 J jnl
DF classification algorithm for constructing a small sample size of data-oriented DF regression model.
Neural Comput. Appl.
Heng Xia, Jian Tang, Junfei Qiao, Jian Zhang, Wen Yu
2021 J jnl
Deep forest regression based on cross-layer full connection.
Neural Comput. Appl.
Jian Tang, Heng Xia, Jian Zhang, Junfei Qiao, Wen Yu
2012 — conf
Study on Training of ODC Talents through School-Enterprise Cooperation.
ICDMA
Yan Niu, Heng Xia, Yingjiang Zhang, Jun Li, Xuesong Huang