Zhiqiang Geng

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 44

Top Topics

Industrial Processes

Fault Diagnosis

Relation Extraction

Top Venues

Eng. Appl. Artif. Intell.

IEEE Trans. Ind. Informatics

Expert Syst. Appl.

Publications

Yongming Han, Zhiyi Li, Xuan Hu, Youqing Wang, Zhiqiang Geng
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. 54 (5) (2024)
Zhen Zhang, Zhiqiang Geng, Yongming Han
Graph Structure Change-Based Anomaly Detection in Multivariate Time Series of Industrial Processes. IEEE Trans. Ind. Informatics 20 (4) (2024)
Yongming Han, Longkun Han, Xinwei Shi, Jun Li, Xiaoyi Huang, Xuan Hu, Chong Chu, Zhiqiang Geng
Novel CNN-based transformer integrating Boruta algorithm for production prediction modeling and energy saving of industrial processes. Expert Syst. Appl. 255 (2024)
Xuan Hu, Tianyu Zhang, Zhiqiang Geng, Yongming Han
Noise adaptive filtering model integrating spatio-temporal feature for soft sensor. Expert Syst. Appl. 239 (2024)
Yongming Han, Lei Wang, Youqing Wang, Zhiqiang Geng
Intelligent Small Sample Defect Detection of Concrete Surface Using Novel Deep Learning Integrating Improved YOLOv5. IEEE CAA J. Autom. Sinica 11 (2) (2024)
Xiaoyong Lin, Zihui Li, Yongming Han, Zhiwei Chen, Zhiqiang Geng
Novel spatiotemporal graph attention model for production prediction and energy structure optimization of propylene production processes. Comput. Chem. Eng. 181 (2024)
Xintian Wang, Zhiqiang Geng, Liangchao Chen, Yongming Han
Improved dragonfly optimization algorithm based on quantum behavior for multi-objective optimization of ethylene cracking furnace. Swarm Evol. Comput. 88 (2024)
Zhiqiang Geng, Chunjing Shi, Yongming Han
Intelligent Small Sample Defect Detection of Water Walls in Power Plants Using Novel Deep Learning Integrating Deep Convolutional GAN. IEEE Trans. Ind. Informatics 19 (6) (2023)
Yongming Han, Yue Wang, Yuan Cao, Zhiqiang Geng, Qunxiong Zhu
A Novel Wrapped Feature Selection Framework for Developing Power System Intrusion Detection Based on Machine Learning Methods. IEEE Trans. Syst. Man Cybern. Syst. 53 (11) (2023)
Hao Wu, Zhichao Zhang, Xiaoyong Li, Kai Shang, Yongming Han, Zhiqiang Geng, Tingrui Pan
A novel pedal musculoskeletal response based on differential spatio-temporal LSTM for human activity recognition. Knowl. Based Syst. 261 (2023)
Zhen Zhang, Yongming Han, Bo Ma, Min Liu, Zhiqiang Geng
Temporal Chain Network With Intuitive Attention Mechanism for Long-Term Series Forecasting. IEEE Trans. Instrum. Meas. 72 (2023)
Zhiqiang Geng, Xintian Wang, Yuangang Jiang, Yongming Han, Bo Ma, Chong Chu
Novel IAPSO-LSTM neural network for risk analysis and early warning of food safety. Expert Syst. Appl. 230 (2023)
Hao Wu, Yongming Han, Qunxiong Zhu, Zhiqiang Geng
Novel Feature-Disentangled Autoencoder Integrating Residual Network for Industrial Soft Sensor. IEEE Trans. Ind. Informatics 19 (10) (2023)
Hao Wu, Yongming Han, Min Liu, Zhiqiang Geng
Robust Low-Rank Clustering Contrastive Learning Integrating Transformer for Noisy Industrial Soft Sensors. IEEE Trans. Instrum. Meas. 72 (2023)
Zhiqiang Geng, Yuan Cao, Jun Li, Yongming Han
Novel blockchain transaction provenance model with graph attention mechanism. Expert Syst. Appl. 209 (2022)
Zhiqiang Geng, Jun Li, Yongming Han, Yanhui Zhang
Novel target attention convolutional neural network for relation classification. Inf. Sci. 597 (2022)
Yongming Han, Wang Qi, Ning Ding, Zhiqiang Geng
Short-Time Wavelet Entropy Integrating Improved LSTM for Fault Diagnosis of Modular Multilevel Converter. IEEE Trans. Cybern. 52 (8) (2022)
Zhiqiang Geng, Zhiwei Chen, Qingchao Meng, Yongming Han
Novel Transformer Based on Gated Convolutional Neural Network for Dynamic Soft Sensor Modeling of Industrial Processes. IEEE Trans. Ind. Informatics 18 (3) (2022)
Zhiqiang Geng, Xiaoyan Duan, Jiatong Li, Chong Chu, Yongming Han
Risk prediction model for food safety based on improved random forest integrating virtual sample. Eng. Appl. Artif. Intell. 116 (2022)
Xuan Hu, Zhiqiang Geng, Yongming Han, Wei Huang, Kai Chen, Feng Xie
Novel Soft Sensor Model based on Spatio-Temporal Attention. IJCNN (2021)
Xuan Hu, Yongming Han, Zhiqiang Geng
Novel Trajectory Representation Learning Method and Its Application to Trajectory-User Linking. IEEE Trans. Instrum. Meas. 70 (2021)
Zhiqiang Geng, Yanhui Zhang, Yongming Han
Joint entity and relation extraction model based on rich semantics. Neurocomputing 429 (2021)
Yongming Han, Yanwei Lang, Minjie Cheng, Zhiqiang Geng, GuoFei Chen, Tao Xia
DTaxa: An actor-critic for automatic taxonomy induction. Eng. Appl. Artif. Intell. 106 (2021)
Xuan Hu, Yongming Han, Zhiqiang Geng
A Novel Matrix Completion Model Based on the Multi-Layer Perceptron Integrating Kernel Regularization. IEEE Access 9 (2021)
Zhiqiang Geng, GuoFei Chen, Yongming Han, Gang Lu, Fang Li
Semantic relation extraction using sequential and tree-structured LSTM with attention. Inf. Sci. 509 (2020)
Yongming Han, GuoFei Chen, Zhongkun Li, Zhiqiang Geng, Fang Li, Bo Ma
An asymmetric knowledge representation learning in manifold space. Inf. Sci. 531 (2020)
Zhiqiang Geng, Qingchao Meng, Ju Bai, Jie Chen, Yongming Han, Qin Wei, Zhi Ouyang
A model-free Bayesian classifier. Inf. Sci. 482 (2019)
Zhiqiang Geng, Minjie Cheng, Yongming Han, Qin Wei, Zhi Ouyang
Energy Efficiency Recognition and Diagnosis of Complex Industrial Processes using Multivariate Nonlinear Regression Method. CAA SAFEPROCESS (2019)
Zhiqiang Geng, Xuan Hu, Ning Ding, Shanshan Zhao, Yongming Han
A pattern recognition modeling approach based on the intelligent ensemble classifier: Application to identification and appraisal of water-flooded layers. J. Syst. Control. Eng. 233 (7) (2019)
Zhiqiang Geng, Fenfen Liu, Yongming Han, Qunxiong Zhu, Yanlin He
Fault Diagnosis of Chemical Processes Based on a novel Adaptive Kernel Principal Component Analysis. ASCC (2019)
Qunxiong Zhu, Xiao-Han Zhang, Huihui Gao, Zhiqiang Geng, Yongming Han, Yan-Lin He, Yuan Xu
Soft sensor development using PLSR based multi-kernel ELM. ASCC (2019)
Zhiqiang Geng, Xuan Hu, Qunxiong Zhu, Yongming Han, Yuan Xu, Yanlin He
Pattern recognition for water flooded layer based on ensemble classifier. CoDIT (2018)
Yongming Han, Shuheng Zhang, Zhiqiang Geng
Multi-Frequency Decomposition with Fully Convolutional Neural Network for Time Series Classification. ICPR (2018)
Zhiqiang Geng, Zhongkun Li, Yongming Han
A Novel Asymmetric Embedding Model for Knowledge Graph Completion. ICPR (2018)
Chen Zhang, Qunxiong Zhu, Zhiqiang Geng, Yuan Xu, Yongming Han, Yanlin He, Fang Duan
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network. CoDIT (2018)
Zhiqiang Geng, Zhongkun Li, Yongming Han
A new deep belief network based on RBM with glial chains. Inf. Sci. (2018)
Yanlin He, Zhiqiang Geng, Yongming Han, Yuan Xu, Qunxiong Zhu
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 (2018)
Qiyu Liu, Qunxiong Zhu, Xin Yu, Zhiqiang Geng, Longjin Lv
The numerical method for the optimal supporting position and related optimal control for the catalytic reaction system. Clust. Comput. 20 (4) (2017)
Zhiqiang Geng, Jie Chen, Yongming Han
Energy Efficiency Prediction Based on PCA-FRBF Model: A Case Study of Ethylene Industries. IEEE Trans. Syst. Man Cybern. Syst. 47 (8) (2017)
Yanlin He, Pingjiang Wang, Zhiqiang Geng, Yongming Han, Hao Sheng, Qunxiong Zhu
An enhanced extreme learning machine with a double parallel structure and its application to modeling complex chemical processes. ASCC (2017)
Zhiqiang Geng, Jungen Dong, Jie Chen, Yongming Han
A new Self-Organizing Extreme Learning Machine soft sensor model and its applications in complicated chemical processes. Eng. Appl. Artif. Intell. 62 (2017)
Yuan Xu, Ziqian Zhou, Zhiqiang Geng, Yanqing Wang, Yanlin He, Qunxiong Zhu
A novel EFSM-based ELM double-faults identification approach and its application to non-linear processes. ASCC (2017)
Yongming Han, Zhiqiang Geng, Qunxiong Zhu, Zun Wang, Yunfei Cui
Energy consumption analysis and evaluation of petrochemical industries using an improved fuzzy analytic hierarchy process approach. J. Intell. Fuzzy Syst. 32 (6) (2017)
Zhiqiang Geng, Zun Wang, Chenglong Peng, Yongming Han
A New Fuzzy Process Capability Estimation Method Based on Kernel Function and FAHP. IEEE Trans. Engineering Management 63 (2) (2016)
Yanlin He, Zhiqiang Geng, Qunxiong Zhu
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 165 (2015)
Yan-Lin He, Zhiqiang Geng, Qunxiong Zhu
A data-attribute-space-oriented double parallel (DASODP) structure for enhancing extreme learning machine: Applications to regression datasets. Eng. Appl. Artif. Intell. 41 (2015)
Yongming Han, Zhiqiang Geng, Xiangbai Gu, Qunxiong Zhu
Energy efficiency analysis based on DEA integrated ISM: A case study for Chinese ethylene industries. Eng. Appl. Artif. Intell. 45 (2015)
Yan-Lin He, Zhiqiang Geng, Yuan Xu, Qunxiong Zhu
A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise. Neurocomputing 128 (2014)
Lirong Xia, Jizheng Chu, Zhiqiang Geng
A Multiswarm Competitive Particle Swarm Algorithm for Optimization Control of an ethylene cracking Furnace. Appl. Artif. Intell. 28 (1) (2014)
Wenxing Xu, Zhiqiang Geng, Qunxiong Zhu, Xiangbai Gu
A piecewise linear chaotic map and sequential quadratic programming based robust hybrid particle swarm optimization. Inf. Sci. 218 (2013)
Lirong Xia, Jizheng Chu, Zhiqiang Geng
MPSO-Based Operational Conditions Optimization in Chemical Process: A Case Study. AICI (2012)
Qunxiong Zhu, Wenxing Xu, Zhenyu Wang, Zhiqiang Geng
A Constraints Scattered Memetic Algorithm for Constrained Optimization Problem. J. Comput. 7 (11) (2012)
Shenghui Shi, Qunxiong Zhu, Zhiqiang Geng, Wenxing Xu
Intra-Transition Data Dependence. J. Softw. 7 (12) (2012)
Xiangbai Gu, Zhiqiang Geng, Wenxing Xu, Qunxiong Zhu
Hierarchy probability cost analysis model incorporate MAIMS principle for EPC project cost estimation. Expert Syst. Appl. 38 (7) (2011)
Xiaoyong Lin, Qunxiong Zhu, Fang Li, Zhiqiang Geng, Shenghui Shi
A share strategy for utility frequent patterns mining. FSKD (2010)
Zhiqiang Geng, Tianfeng Shang, Fang Li
Integrated MMPSO and RBFNN for optimal control of cracking depth in ethylene cracking furnace. ICNC (2010)
Zhiqiang Geng, Yongming Han, Yuanyuan Zhang, Xiaoyun Shi
Data Fusion-Based Extraction Method of Energy Consumption Index for the Ethylene Industry. LSMS/ICSEE (2) (2010)
Zhiqiang Geng, Qunxiong Zhu
Rough set-based heuristic hybrid recognizer and its application in fault diagnosis. Expert Syst. Appl. 36 (2) (2009)