数据 | 论文 | 浙江工业大学

Actively Exploring Informative Data for Smart Modeling of Industrial Multiphase Flow Processes

2021

期刊 IEEE Transactions on Industrial Informatics

作者 Hongying Deng · Keyun Yang · Yi Liu · Shengchang Zhang · Yuan Yao

A thermographic data augmentation and signal separation method for defect detection

2021

期刊 Measurement Science and Technology

作者 Kaixin Liu · Yuwei Tang · Weiyao Lou · Yi Liu · Jianguo Yang · Yuan Yao

Defining the Thermal Features of Sub-Surface Reinforcing Fibres in Non-Polluting Thermo–Acoustic Insulating Panels: A Numerical–Thermographic–Segmentation Approach

2021

期刊 Infrastructures

作者 Kaixin Liu · Stefano Perilli · Arsenii O. Chulkov · Yuan Yao · Mohammed Omar · Vladimir Vavilov · Yi Liu · Stefano Sfarra

Enhanced Defect Detection in Carbon Fiber Reinforced Polymer Composites via Generative Kernel Principal Component Thermography

2021

期刊 Polymers

作者 Kaixin Liu · Zhengyang Ma · Yi Liu · Jianguo Yang · Yuan Yao

Side-Channel Gray-Box Attack for DNNs

2021

期刊 IEEE Transactions on Circuits and Systems II: Express Briefs

作者 Yun Xiang · Yongchao Xu · Yingjie Li · Wen Ma · Qi Xuan · Yi Liu

The evaluation of urban road network based on complex network

2021

期刊 IEEE Intelligent Transportation Systems Magazine

作者 Dongwei Xu · Wang Yongdong · Peng Peng · Lei Lin · Liu Yi

Collective transfer learning for defect prediction

2020

期刊 Neurocomputing

作者 Jinyin Chen · Keke Hu · Yitao Yang · Yi Liu · Qi Xuan

Development of Adversarial Transfer Learning Soft Sensor for Multigrade Processes

2020

期刊 Industrial & Engineering Chemistry Research

作者 Yi Liu · Chao Yang · Mingtao Zhang · Yun Dai · Yuan Yao

Generative Independent Component Thermography for Improved Defect Detection of Carbon Fiber Composites

2020

会议 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS)

作者 Kaixin Liu · Meili Chen · Zhiwen Wang · Yuan Yao · Jianguo Yang · Yi Liu

Generative Principal Component Thermography for Enhanced Defect Detection and Analysis

2020

期刊 IEEE Transactions on Instrumentation and Measurement

作者 Kaixin Liu · Yingjie Li · Jianguo Yang · Yi Liu · Yuan Yao

Link Prediction Adversarial Attack Via Iterative Gradient Attack

2020

期刊 IEEE Transactions on Computational Social Systems

作者 Jinyin Chen · Xiang Lin · Ziqiang Shi · Yi Liu

Multiview Learning for Subsurface Defect Detection in Composite Products: A Challenge on Thermographic Data Analysis

2020

期刊 IEEE Transactions on Industrial Informatics

作者 Haibin Wu · Kaiyi Zheng · Stefano Sfarra · Yi Liu · Yuan Yao

NES-TL: Network Embedding Similarity-Based Transfer Learning

2020

期刊 IEEE Transactions on Network Science and Engineering

作者 Chenbo Fu · Yongli Zheng · Yi Liu · Qi Xuan · Guanrong Chen

Open DNN Box by Power Side-Channel Attack

2020

期刊 IEEE Transactions on Circuits and Systems II: Express Briefs

作者 Yun Xiang · Zhuangzhi Chen · Zuohui Chen · Zebin Fang · Haiyang Hao · Jinyin Chen · Yi Liu · Zhefu Wu · Qi Xuan · Xiaoniu Yang

Robust Soft Sensor with Deep Kernel Learning for Quality Prediction in Rubber Mixing Processes

2020

期刊 Sensors

作者 Shuihua Zheng · Kaixin Liu · Yili Xu · Hao Chen · Xuelei Zhang · Yi Liu

Simplified Granger causality map for data-driven root cause diagnosis of process disturbances

2020

期刊 Journal of Process Control

作者 Yi Liu · Han-Sheng Chen · Haibin Wu · Yun Dai · Yuan Yao · Zhengbing Yan

Software visualization and deep transfer learning for effective software defect prediction

2020

会议 Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering

作者 Jinyin Chen · Keke Hu · Yue Yu · Zhuangzhi Chen · Qi Xuan · Yi Liu · Vladimir Filkov

Spatial-Neighborhood Manifold Learning for Nondestructive Testing of Defects in Polymer Composites

2020

期刊 IEEE Transactions on Industrial Informatics

作者 Yi Liu · Kaixin Liu · Jianguo Yang · Yuan Yao

Domain adaptation transfer learning soft sensor for product quality prediction

2019

期刊 Chemometrics and Intelligent Laboratory Systems

作者 Yi Liu · Chao Yang · Kaixin Liu · Bocheng Chen · Yuan Yao

Dynamic Profile Monitoring for Flooding Prognosis in Packed Columns

2019

期刊 Chemical Engineering & Technology

作者 Yi Liu · Bo-Fan Hseuh · Zengliang Gao · David Shan Hill Wong · Yuan Yao

Independent component thermography for non-destructive testing of defects in polymer composites

2019

期刊 Measurement Science and Technology

作者 Yi Liu · Jin-Yi Wu · Kaixin Liu · Hsiu-Li Wen · Yuan Yao · Stefano Sfarra · Chunhui Zhao

Kernel PCA for road traffic data non‐linear feature extraction

2019

期刊 IET Intelligent Transport Systems

作者 Wang Yong‐Dong · Xu Dong‐Wei · Peng Peng · Liu Yi · Zhang Gui‐Jun · Xuemei Xiao

Multiview Generative Adversarial Network and Its Application in Pearl Classification

2019

期刊 IEEE Transactions on Industrial Electronics

作者 Qi Xuan · Zhuangzhi Chen · Yi Liu · Huimin Huang · Guanjun Bao · Dan Zhang

Multiview Transfer Learning for Software Defect Prediction

2019

期刊 IEEE Access

作者 Jinyin Chen · Yitao Yang · Keke Hu · Qi Xuan · Yi Liu · Chao Yang

MV-C3D: A Spatial Correlated Multi-View 3D Convolutional Neural Networks

2019

期刊 IEEE Access

作者 Qi Xuan · Fuxian Li · Yi Liu · Yun Xiang

Non-destructive defect evaluation of polymer composites via thermographic data analysis: A manifold learning method

2019

期刊 Infrared Physics & Technology

作者 Yi Liu · Kaixin Liu · Zengliang Gao · Yuan Yao · Stefano Sfarra · Hai Zhang · Xavier P.v. Maldague

Orthogonal Locality Preserving Projections Thermography for Subsurface Defect Detection

2019

会议 2019 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)

作者 Kaixin Liu · Yuwei Tang · Yuan Yao · Yi Liu · Jianguo Yang

Performance of conical ammonia dissociation reactors for solar thermochemical energy storage

2019

期刊 Applied Energy

作者 Chen Chen · Yi Liu · Hamarz Aryafar · Tao Wen · Adrienne S. Lavine

Probabilistic Modeling and Prediction of Dynamic Discharge Process in Multiphase Pumps

2019

期刊 JOURNAL OF CHEMICAL ENGINEERING OF JAPAN

作者 Hongying Deng · Yi Liu · Ping Li · Shengchang Zhang

Soft Sensing of Silicon Content via Bagging Local Semi-Supervised Models

2019

期刊 Sensors

作者 He · Ji · Liu · Gao

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Actively Exploring Informative Data for Smart Modeling of Industrial Multiphase Flow Processes

A thermographic data augmentation and signal separation method for defect detection

Defining the Thermal Features of Sub-Surface Reinforcing Fibres in Non-Polluting Thermo–Acoustic Insulating Panels: A Numerical–Thermographic–Segmentation Approach

Enhanced Defect Detection in Carbon Fiber Reinforced Polymer Composites via Generative Kernel Principal Component Thermography

Side-Channel Gray-Box Attack for DNNs

The evaluation of urban road network based on complex network

Collective transfer learning for defect prediction

Development of Adversarial Transfer Learning Soft Sensor for Multigrade Processes

Generative Independent Component Thermography for Improved Defect Detection of Carbon Fiber Composites

Generative Principal Component Thermography for Enhanced Defect Detection and Analysis

Link Prediction Adversarial Attack Via Iterative Gradient Attack

Multiview Learning for Subsurface Defect Detection in Composite Products: A Challenge on Thermographic Data Analysis

NES-TL: Network Embedding Similarity-Based Transfer Learning

Open DNN Box by Power Side-Channel Attack

Robust Soft Sensor with Deep Kernel Learning for Quality Prediction in Rubber Mixing Processes

Simplified Granger causality map for data-driven root cause diagnosis of process disturbances

Software visualization and deep transfer learning for effective software defect prediction

Spatial-Neighborhood Manifold Learning for Nondestructive Testing of Defects in Polymer Composites

Domain adaptation transfer learning soft sensor for product quality prediction

Dynamic Profile Monitoring for Flooding Prognosis in Packed Columns

Independent component thermography for non-destructive testing of defects in polymer composites

Kernel PCA for road traffic data non‐linear feature extraction

Multiview Generative Adversarial Network and Its Application in Pearl Classification

Multiview Transfer Learning for Software Defect Prediction

MV-C3D: A Spatial Correlated Multi-View 3D Convolutional Neural Networks

Non-destructive defect evaluation of polymer composites via thermographic data analysis: A manifold learning method

Orthogonal Locality Preserving Projections Thermography for Subsurface Defect Detection

Performance of conical ammonia dissociation reactors for solar thermochemical energy storage

Probabilistic Modeling and Prediction of Dynamic Discharge Process in Multiphase Pumps

Soft Sensing of Silicon Content via Bagging Local Semi-Supervised Models