Zhiqiang Geng

77 papers B 3C 3Misc 1Journal 62Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A dynamically tuned attention-based backpropagation neural network for soft sensing in industrial applications.
Expert Syst. Appl.
Xintian Wang, Ying Liu, Guanyu Shang, Yang Lu, Yongming Han, Jiwei Xu, Zhiqiang Geng
2026 J jnl
Adaptive small-family population-guided swarm intelligence optimization algorithm.
Sci. China Inf. Sci.
Xintian Wang, Yongming Han, Chong Chu, Zhiqiang Geng
2026 J jnl
An Improved Tuna Swarm Optimization Algorithm based XGBOOST Classification Method for Food Risk Evaluation.
Swarm Evol. Comput.
Yongming Han, Fan Yu, Jiaxin Liu, Zhen Zhang, Bo Ma, Ling Wang, Zhiqiang Geng
2026 J jnl
Modeling methane production prediction for energy optimization via improved long short-term memory network.
Comput. Chem. Eng.
Yongming Han, Liyuan Feng, Mengzhi Wang, Yue Wang, Min Liu, Xingxing Zhang, Zhiqiang Geng
2026 J jnl
Multiple space transfer learning based on maximizing mean variance differences for soft sensor modeling.
Expert Syst. Appl.
Xuan Hu, Siying Zhang, Tianyu Zhang, Yongming Han, Ling Wang, Zhiqiang Geng
2025 J jnl
A Self-Attention Mechanism Integrating Adaptive Double Subspace for Fault Detection in Industrial Processes.
IEEE Trans. Syst. Man Cybern. Syst.
Tao Li, Yongming Han, Youqing Wang, Zhiqiang Geng
2025 J jnl
A Time Series Self-Supervised Contrastive Pretraining Method With Data Augmentation Using Discrepancy of Reconstruction Information Loss.
IEEE Trans. Instrum. Meas.
Zhen Zhang, Yongming Han, Bo Ma, Zhiqiang Geng
2025 J jnl
Adaptive search based Grey Wolf optimization algorithm for multi-objective optimization of ethylene cracking furnace.
Swarm Evol. Comput.
Zhiqiang Geng, Weikang Kong, Xintian Wang, Ling Wang, Yongming Han
2025 J jnl
Corrigendum to "Adaptive search based Grey Wolf optimization algorithm for multi-objective optimization of ethylene cracking furnace" [Swarm Evol. Comput. 92 (2025) 101,810].
Swarm Evol. Comput.
Zhiqiang Geng, Weikang Kong, Xintian Wang, Ling Wang, Yongming Han
2025 J jnl
Fault detection for multimode process based on local neighborhood-density standardization and ensemble serial global-local preserving projections processes.
Reliab. Eng. Syst. Saf.
Tao Li, Yongming Han, Xiaoyan Duan, Bo Ma, Zhiqiang Geng
2025 J jnl
Improved convolution neural network integrating attention based deep sparse auto encoder for network intrusion detection.
Appl. Intell.
Zhiqiang Geng, Xueming Li, Bo Ma, Yongming Han
2025 J jnl
Learning to Detect Industrial Time-Series Anomalies From Imputation Consistency With Sparse Observations.
IEEE Trans. Neural Networks Learn. Syst.
Zhen Zhang, Yongming Han, Zhiqiang Geng
2025 J jnl
Long-Term Series Forecasting for Industrial Processes Based on Multiscale Hybrid Decomposition Feature Extraction Network.
IEEE Trans. Ind. Informatics
Yue Wang, Yongming Han, Xuan Hu, Zhiqiang Geng
2025 J jnl
Noise Adaptive Filtering Neural Network Under Multiscale Features.
IEEE Trans Autom. Sci. Eng.
Xuan Hu, Peihao Zheng, Zhiqiang Geng, Yongming Han
2025 J jnl
Synthesized minority Oversampling Technique-Reverse k-nearest Neighbors-K-Dimensional Tree for dairy food safety risk evaluation.
Expert Syst. Appl.
Yongming Han, Jiaxin Liu, Feng Pan, Qingxu Ni, Bo Ma, Zhiqiang Geng
2025 J jnl
Twofold Weighted-Based Statistical Feature KECA for Nonlinear Industrial Process Fault Diagnosis.
IEEE Trans Autom. Sci. Eng.
Tao Li, Yongming Han, Xuan Hu, Bo Ma, Zhiqiang Geng
2024 J jnl
Graph Structure Change-Based Anomaly Detection in Multivariate Time Series of Industrial Processes.
IEEE Trans. Ind. Informatics
Zhen Zhang, Zhiqiang Geng, Yongming Han
2024 J jnl
Improved dragonfly optimization algorithm based on quantum behavior for multi-objective optimization of ethylene cracking furnace.
Swarm Evol. Comput.
Xintian Wang, Zhiqiang Geng, Liangchao Chen, Yongming Han
2024 J jnl
Intelligent Small Sample Defect Detection of Concrete Surface Using Novel Deep Learning Integrating Improved YOLOv5.
IEEE CAA J. Autom. Sinica
Yongming Han, Lei Wang, Youqing Wang, Zhiqiang Geng
2024 J jnl
Noise adaptive filtering model integrating spatio-temporal feature for soft sensor.
Expert Syst. Appl.
Xuan Hu, Tianyu Zhang, Zhiqiang Geng, Yongming Han
2024 J jnl
Novel CNN-based transformer integrating Boruta algorithm for production prediction modeling and energy saving of industrial processes.
Expert Syst. Appl.
Yongming Han, Longkun Han, Xinwei Shi, Jun Li, Xiaoyi Huang, Xuan Hu, Chong Chu, Zhiqiang Geng
2024 J jnl
Novel Long Short-Term Memory Model Based on the Attention Mechanism for the Leakage Detection of Water Supply Processes.
IEEE Trans. Syst. Man Cybern. Syst.
Yongming Han, Zhiyi Li, Xuan Hu, Youqing Wang, Zhiqiang Geng
2024 J jnl
Novel intelligent defects detection of boiler water walls in thermal power plants based on OFM_SSD.
Displays
Yongming Han, Lei Wang, Jintao Liu, Liang Yuan, Hongxu Liu, Bo Ma, Zhiqiang Geng
2024 J jnl
Novel spatiotemporal graph attention model for production prediction and energy structure optimization of propylene production processes.
Comput. Chem. Eng.
Xiaoyong Lin, Zihui Li, Yongming Han, Zhiwei Chen, Zhiqiang Geng
2024 J jnl
Rule representation and a switchable pattern matching model for hot-rolled steel production scheduling system with rule engine.
Int. J. Simul. Process. Model.
Yanguang Sun, Zhiqiang Geng, Jinxiang Chen, Jiachen Gu, Gang Sheng
2023 J jnl
A Novel Wrapped Feature Selection Framework for Developing Power System Intrusion Detection Based on Machine Learning Methods.
IEEE Trans. Syst. Man Cybern. Syst.
Yongming Han, Yue Wang, Yuan Cao, Zhiqiang Geng, Qunxiong Zhu
2023 J jnl
A novel pedal musculoskeletal response based on differential spatio-temporal LSTM for human activity recognition.
Knowl. Based Syst.
Hao Wu, Zhichao Zhang, Xiaoyong Li, Kai Shang, Yongming Han, Zhiqiang Geng, Tingrui Pan
2023 J jnl
Intelligent Small Sample Defect Detection of Water Walls in Power Plants Using Novel Deep Learning Integrating Deep Convolutional GAN.
IEEE Trans. Ind. Informatics
Zhiqiang Geng, Chunjing Shi, Yongming Han
2023 J jnl
Novel Feature-Disentangled Autoencoder Integrating Residual Network for Industrial Soft Sensor.
IEEE Trans. Ind. Informatics
Hao Wu, Yongming Han, Qunxiong Zhu, Zhiqiang Geng
2023 J jnl
Novel IAPSO-LSTM neural network for risk analysis and early warning of food safety.
Expert Syst. Appl.
Zhiqiang Geng, Xintian Wang, Yuangang Jiang, Yongming Han, Bo Ma, Chong Chu
2023 J jnl
Robust Low-Rank Clustering Contrastive Learning Integrating Transformer for Noisy Industrial Soft Sensors.
IEEE Trans. Instrum. Meas.
Hao Wu, Yongming Han, Min Liu, Zhiqiang Geng
2023 J jnl
Temporal Chain Network With Intuitive Attention Mechanism for Long-Term Series Forecasting.
IEEE Trans. Instrum. Meas.
Zhen Zhang, Yongming Han, Bo Ma, Min Liu, Zhiqiang Geng
2022 J jnl
Novel Transformer Based on Gated Convolutional Neural Network for Dynamic Soft Sensor Modeling of Industrial Processes.
IEEE Trans. Ind. Informatics
Zhiqiang Geng, Zhiwei Chen, Qingchao Meng, Yongming Han
2022 J jnl
Novel blockchain transaction provenance model with graph attention mechanism.
Expert Syst. Appl.
Zhiqiang Geng, Yuan Cao, Jun Li, Yongming Han
2022 J jnl
Novel target attention convolutional neural network for relation classification.
Inf. Sci.
Zhiqiang Geng, Jun Li, Yongming Han, Yanhui Zhang
2022 J jnl
Risk prediction model for food safety based on improved random forest integrating virtual sample.
Eng. Appl. Artif. Intell.
Zhiqiang Geng, Xiaoyan Duan, Jiatong Li, Chong Chu, Yongming Han
2022 J jnl
Short-Time Wavelet Entropy Integrating Improved LSTM for Fault Diagnosis of Modular Multilevel Converter.
IEEE Trans. Cybern.
Yongming Han, Wang Qi, Ning Ding, Zhiqiang Geng
2021 J jnl
A Novel Matrix Completion Model Based on the Multi-Layer Perceptron Integrating Kernel Regularization.
IEEE Access
Xuan Hu, Yongming Han, Zhiqiang Geng
2021 J jnl
DTaxa: An actor-critic for automatic taxonomy induction.
Eng. Appl. Artif. Intell.
Yongming Han, Yanwei Lang, Minjie Cheng, Zhiqiang Geng, Guofei Chen, Tao Xia
2021 J jnl
Joint entity and relation extraction model based on rich semantics.
Neurocomputing
Zhiqiang Geng, Yanhui Zhang, Yongming Han
2021 B conf
Novel Soft Sensor Model based on Spatio-Temporal Attention.
IJCNN
Xuan Hu, Zhiqiang Geng, Yongming Han, Wei Huang, Kai Chen, Feng Xie
2021 J jnl
Novel Trajectory Representation Learning Method and Its Application to Trajectory-User Linking.
IEEE Trans. Instrum. Meas.
Xuan Hu, Yongming Han, Zhiqiang Geng
2020 J jnl
An asymmetric knowledge representation learning in manifold space.
Inf. Sci.
Yongming Han, Guofei Chen, Zhongkun Li, Zhiqiang Geng, Fang Li, Bo Ma
2020 J jnl
Semantic relation extraction using sequential and tree-structured LSTM with attention.
Inf. Sci.
Zhiqiang Geng, Guofei Chen, Yongming Han, Gang Lu, Fang Li
2019 J jnl
A model-free Bayesian classifier.
Inf. Sci.
Zhiqiang Geng, Qingchao Meng, Ju Bai, Jie Chen, Yongming Han, Qin Wei, Zhi Ouyang
2019 J jnl
A pattern recognition modeling approach based on the intelligent ensemble classifier: Application to identification and appraisal of water-flooded layers.
J. Syst. Control. Eng.
Zhiqiang Geng, Xuan Hu, Ning Ding, Shanshan Zhao, Yongming Han
2019 — conf
Energy Efficiency Recognition and Diagnosis of Complex Industrial Processes using Multivariate Nonlinear Regression Method.
CAA SAFEPROCESS
Zhiqiang Geng, Minjie Cheng, Yongming Han, Qin Wei, Zhi Ouyang
2019 — conf
Fault Diagnosis of Chemical Processes Based on a novel Adaptive Kernel Principal Component Analysis.
ASCC
Zhiqiang Geng, Fenfen Liu, Yongming Han, Qunxiong Zhu, Yanlin He
2019 — conf
Soft sensor development using PLSR based multi-kernel ELM.
ASCC
Qunxiong Zhu, Xiaohan Zhang, Huihui Gao, Zhiqiang Geng, Yongming Han, Yan-Lin He, Yuan Xu
2018 B conf
A Novel Asymmetric Embedding Model for Knowledge Graph Completion.
ICPR
Zhiqiang Geng, Zhongkun Li, Yongming Han
2018 J jnl
A new deep belief network based on RBM with glial chains.
Inf. Sci.
Zhiqiang Geng, Zhongkun Li, Yongming Han
2018 C conf
A novel nonlinear virtual sample generation approach integrating extreme learning machine with noise injection for enhancing energy modeling and analysis on small data: Application to petrochemical industries.
CoDIT
Yanlin He, Zhiqiang Geng, Yongming Han, Yuan Xu, Qunxiong Zhu
2018 C conf
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network.
CoDIT
Chen Zhang, Qunxiong Zhu, Zhiqiang Geng, Yuan Xu, Yongming Han, Yanlin He, Fang Duan
2018 B conf
Multi-Frequency Decomposition with Fully Convolutional Neural Network for Time Series Classification.
ICPR
Yongming Han, Shuheng Zhang, Zhiqiang Geng
2018 C conf
Pattern recognition for water flooded layer based on ensemble classifier.
CoDIT
Zhiqiang Geng, Xuan Hu, Qunxiong Zhu, Yongming Han, Yuan Xu, Yanlin He
2017 J jnl
A new Self-Organizing Extreme Learning Machine soft sensor model and its applications in complicated chemical processes.
Eng. Appl. Artif. Intell.
Zhiqiang Geng, Jungen Dong, Jie Chen, Yongming Han
2017 — conf
A novel EFSM-based ELM double-faults identification approach and its application to non-linear processes.
ASCC
Yuan Xu, Ziqian Zhou, Zhiqiang Geng, Yanqing Wang, Yanlin He, Qunxiong Zhu
2017 — conf
An enhanced extreme learning machine with a double parallel structure and its application to modeling complex chemical processes.
ASCC
Yanlin He, Pingjiang Wang, Zhiqiang Geng, Yongming Han, Hao Sheng, Qunxiong Zhu
2017 J jnl
Energy Efficiency Prediction Based on PCA-FRBF Model: A Case Study of Ethylene Industries.
IEEE Trans. Syst. Man Cybern. Syst.
Zhiqiang Geng, Jie Chen, Yongming Han
2017 J jnl
Energy consumption analysis and evaluation of petrochemical industries using an improved fuzzy analytic hierarchy process approach.
J. Intell. Fuzzy Syst.
Yongming Han, Zhiqiang Geng, Qunxiong Zhu, Zun Wang, Yunfei Cui
2017 J jnl
The numerical method for the optimal supporting position and related optimal control for the catalytic reaction system.
Clust. Comput.
Qiyu Liu, Qunxiong Zhu, Xin Yu, Zhiqiang Geng, Longjin Lv
2016 J jnl
A New Fuzzy Process Capability Estimation Method Based on Kernel Function and FAHP.
IEEE Trans. Engineering Management
Zhiqiang Geng, Zun Wang, Chenglong Peng, Yongming Han
2016 J jnl
Cost estimation method based on parallel Monte Carlo simulation and market investigation for engineering construction project.
Clust. Comput.
Bao Zhu, Le-An Yu, Zhiqiang Geng
2015 J jnl
A data-attribute-space-oriented double parallel (DASODP) structure for enhancing extreme learning machine: Applications to regression datasets.
Eng. Appl. Artif. Intell.
Yan-Lin He, Zhiqiang Geng, Qunxiong Zhu
2015 J jnl
Energy efficiency analysis based on DEA integrated ISM: A case study for Chinese ethylene industries.
Eng. Appl. Artif. Intell.
Yongming Han, Zhiqiang Geng, Xiangbai Gu, Qunxiong Zhu
2015 J jnl
Positive and negative correlation input attributes oriented subnets based double parallel extreme learning machine (PNIAOS-DPELM) and its application to monitoring chemical processes in steady state.
Neurocomputing
Yanlin He, Zhiqiang Geng, Qunxiong Zhu
2014 J jnl
A Multiswarm Competitive Particle Swarm Algorithm for Optimization Control of an ethylene cracking Furnace.
Appl. Artif. Intell.
Lirong Xia, Jizheng Chu, Zhiqiang Geng
2014 J jnl
A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise.
Neurocomputing
Yan-Lin He, Zhiqiang Geng, Yuan Xu, Qunxiong Zhu
2013 J jnl
A piecewise linear chaotic map and sequential quadratic programming based robust hybrid particle swarm optimization.
Inf. Sci.
Wenxing Xu, Zhiqiang Geng, Qunxiong Zhu, Xiangbai Gu
2012 J jnl
A Constraints Scattered Memetic Algorithm for Constrained Optimization Problem.
J. Comput.
Qunxiong Zhu, Wenxing Xu, Zhenyu Wang, Zhiqiang Geng
2012 J jnl
Intra-Transition Data Dependence.
J. Softw.
Shenghui Shi, Qunxiong Zhu, Zhiqiang Geng, Wenxing Xu
2012 — conf
MPSO-Based Operational Conditions Optimization in Chemical Process: A Case Study.
AICI
Lirong Xia, Jizheng Chu, Zhiqiang Geng
2011 J jnl
Hierarchy probability cost analysis model incorporate MAIMS principle for EPC project cost estimation.
Expert Syst. Appl.
Xiangbai Gu, Zhiqiang Geng, Wenxing Xu, Qunxiong Zhu
2010 — conf
A share strategy for utility frequent patterns mining.
FSKD
Xiaoyong Lin, Qunxiong Zhu, Fang Li, Zhiqiang Geng, Shenghui Shi
2010 — conf
Data Fusion-Based Extraction Method of Energy Consumption Index for the Ethylene Industry.
LSMS/ICSEE (2)
Zhiqiang Geng, Yongming Han, Yuanyuan Zhang, Xiaoyun Shi
2010 Misc conf
Integrated MMPSO and RBFNN for optimal control of cracking depth in ethylene cracking furnace.
ICNC
Zhiqiang Geng, Tianfeng Shang, Fang Li
2009 J jnl
Rough set-based heuristic hybrid recognizer and its application in fault diagnosis.
Expert Syst. Appl.
Zhiqiang Geng, Qunxiong Zhu