成果/Result
- A Novel Interpretable Ensemble Learning Method for NIR-Based Rapid Characterization of Petroleum Products被引量：38收藏
- 作者：Yu, Huijing Li, Yuqiang Du, Wenli Yang, Minglei Peng, Xin Wang, Xinjie Long, Jian
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Qingyuan Innovat Lab
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2023
- 关键词：Predictive models Petroleum Reliability Ensemble learning Semantics Prediction algorithms Training interpretable machine learning near-infrared (NIR) spectroscopy small sample problem
- A surrogate-assisted evolutionary algorithm for expensive many-objective optimization in the refining process被引量：26收藏
- 作者：Han, Dong Du, Wenli Wang, Xinjie Du, Wei
- 机构：East China Univ Sci & Technol
- 来源：SWARM AND EVOLUTIONARY COMPUTATION 2022
- 关键词：Surrogate-assisted evolutionary optimization Expensive many-objective optimization Model management Decomposition Engineering optimization
- Improved distributed optimization algorithm and its application in energy saving of ethylene plant被引量：21收藏
- 作者：Wang, Ting Ye, Zhencheng Wang, Xinjie Li, Zhongmei Du, Wenli
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：CHEMICAL ENGINEERING SCIENCE 2022
- 关键词：Distributed optimization Adaptive step-sizes Projection operation Ethylene plant-wide optimization
- Novel automatic model construction method for the rapid characterization of petroleum properties from near-infrared spectroscopy被引量：19收藏
- 作者：Yu, Huijing Wang, Xinjie Shen, Feifei Long, Jian Du, Wenli
- 机构：East China Univ Sci & Technol
- 来源：FUEL 2022
- 关键词：Petroleum Chemometrics Near-infrared spectroscopy Automatic model construction Genetic programming Nonlinearity
- Learning to Guide Particle Search for Dynamic Multiobjective Optimization被引量：18收藏
- 作者：Song, Wei Liu, Shaocong Wang, Xinjie Guo, Yinan Yang, Shengxiang Jin, Yaochu
- 机构：Jiangnan Univ;East China Univ Sci & Technol;China Univ Min & Technol;De Montfort Univ;Westlake Univ
- 来源：IEEE TRANSACTIONS ON CYBERNETICS 2024
- 关键词：Heuristic algorithms Statistics Sociology Optimization Prediction algorithms Optical fibers Costs Dynamic multiobjective optimization incremental learning neural network particle swarm optimization reinforcement learning
- Optimization of sensor deployment sequences for hazardous gas leakage monitoring and source term estimation被引量：17收藏
- 作者：Dong, Jikai Wang, Bing Wang, Xinjie Cao, Chenxi Chen, Shikuan Du, Wenli
- 机构：East China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2023
- 关键词：Gas leakage Source term estimation Sensor layout Risk information Numerical simulation Optimization
- Peripheric sensors-based leaking source tracking in a chemical industrial park with complex obstacles被引量：15收藏
- 作者：Chen, Shikuan Du, Wenli Peng, Xin Cao, Chenxi Wang, Xinjie Wang, Bing
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES 2022
- 关键词：Chemical industrial park Peripheric sensor FLACS Source tracking Convolutional neural network
- Investigation of NOx emission under different burner structures with the optimized combustion model被引量：15收藏
- 作者：Yao, Qian Zhang, Yu Wang, Xinjie Tian, Zhou Hu, Guihua Du, Wenli
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Space Engine
- 来源：NEUROCOMPUTING 2022
- 关键词：Computational fluid dynamics Burner structure Surrogate assisted evolutionary algorithm Turbulent combustion NOx
- Synergies between synaptic and intrinsic plasticity in echo state networks被引量：15收藏
- 作者：Wang, Xinjie Jin, Yaochu Hao, Kuangrong
- 机构：East China Univ Sci & Technol;Donghua Univ;Univ Surrey
- 来源：NEUROCOMPUTING 2021
- 关键词：Echo state networks Synaptic plasticity Intrinsic plasticity Synergistic learning Regression Classification
- Drug-target interactions prediction based on network topology feature representation embedded deep forest被引量：13收藏
- 作者：Lian, Majun Wang, Xinjie Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2023
- 关键词：Drug-target interactions Low-dimensional feature representation Composite similarities Topological difference Deep forest
- Multi-objective design optimization of microreactor arrays for distributed renewable energy conversion: A case study被引量：13收藏
- 作者：Fu, Kaihao Wang, Xinjie Li, Ping Cao, Chenxi Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：AICHE JOURNAL 2023
- 关键词：flow-heat transfer model microreactor multi-objective optimization numbering-up
- Computational Modeling of Structural Synaptic Plasticity in Echo State Networks被引量：9收藏
- 作者：Wang, Xinjie Jin, Yaochu Hao, Kuangrong
- 机构：East China Univ Sci & Technol;Donghua Univ;Univ Surrey
- 来源：IEEE TRANSACTIONS ON CYBERNETICS 2022
- 关键词：Reservoirs Neurons Computational modeling Synapses Adaptation models Task analysis Training Classification echo state networks (ESNs) regression structural plasticity structural synaptic plasticity synaptic plasticity
- Hierarchical numbering-up of modular reactors: A multi-objective optimization approach被引量：8收藏
- 作者：Fu, Kaihao Wang, Xinjie Li, Ping Cao, Chenxi Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：CHEMICAL ENGINEERING JOURNAL 2022
- 关键词：Modular reactors Numbering-up Multi-objective optimization Evolutionary optimization Resistance network model
- Integrated multi-similarity fusion and heterogeneous graph inference for drug-target interaction prediction被引量：8收藏
- 作者：Lian, Majun Wang, Xinjie Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2022
- 关键词：Drug-target interactions prediction Degree distribution Multi-similarity fusion Heterogeneous graph inference
- Evolving Dual-Threshold Bienenstock-Cooper-Munro Learning Rules in Echo State Networks被引量：7收藏
- 作者：Wang, Xinjie Jin, Yaochu Du, Wenli Wang, Jun
- 机构：East China Univ Sci & Technol;Univ Surrey;City Univ Hong Kong;City Univ Hong Kong
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2024
- 关键词：Reservoirs Neurons Depression Biology Topology Synapses Optimization Bienenstock-Cooper-Munro (BCM) learning rule covariance matrix adaptation evolution strategy dual-threshold echo state networks (ESNs) regression
- Drug-Target Interaction Prediction Based on Multi-Similarity Fusion and Sparse Dual-Graph Regularized Matrix Factorization被引量：3收藏
- 作者：Lian, Majun Du, Wenli Wang, Xinjie Yao, Qian
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE ACCESS 2021
- 关键词：Drugs Sparse matrices Diseases Feature extraction Data models Computational modeling Predictive models Drug-target interactions prediction multi-similarity fusion dual-graph regularized matrix factorization manifold learning
- Decision Tree Extraction for Clinical Decision Support System With If-Else Pseudocode and PlanSelect Strategy被引量：1收藏
- 作者：Hou, Ruihui Wang, Xiaojun Zhang, Weiyan Song, Zhexin Wang, Kai Chen, Yifei Liu, Jingping Ruan, Tong
- 机构：East China Univ Sci & Technol
- 来源：IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2025
- 关键词：Decision trees Data mining Cognition Medical diagnostic imaging Medical services Large language models Decision support systems Predictive models Pipelines Pediatrics Medical decision tree extraction large language model If-Else pseudocode PlanSelect
- Pattern-Coupled Baseline Correction Method for Near-Infrared Spectroscopy Multivariate Modeling被引量：1收藏
- 作者：Li, Yuqiang Wang, Xinjie Yu, Huijing Du, Wenli
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2023
- 关键词：Baseline correction multivariate modeling near-infrared (NIR) spectroscopy pattern-coupled model sparse Bayesian learning (SBL)
- Gas dispersion modeling in stereoscopic space with obstacles using a novel spatiotemporal prediction network被引量：1收藏
- 作者：Chen, Shikuan Du, Wenli Wang, Xinjie Wang, Bing Cao, Chenxi Peng, Xin
- 机构：East China Univ Sci & Technol; East China Univ Sci & Technol
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2025
- 关键词：Gas dispersion 3DConvLSTM Spatiotemporal prediction Obstructed scene
