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Explainable Machine Learning for Scientific Insights and Discoveries

IEEE access, 2020, Vol.8, p.42200-42216

2020

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A Survey on Digital Twin: Definitions, Characteristics, Applications, and Design Implications

IEEE access, 2019, Vol.7, p.167653-167671

2019

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DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series

IEEE access, 2019, Vol.7, p.1991-2005

2019

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Federated Learning in Vehicular Edge Computing: A Selective Model Aggregation Approach

IEEE access, 2020, Vol.8, p.23920-23935

2020

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Data Mining and Analytics in the Process Industry: The Role of Machine Learning

IEEE access, 2017-01, Vol.5, p.20590-20616

2017

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Disease Prediction by Machine Learning Over Big Data From Healthcare Communities

IEEE access, 2017, Vol.5, p.8869-8879

2017

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A Privacy-Preserving Trust Model Based on Blockchain for VANETs

IEEE access, 2018-01, Vol.6, p.45655-45664

2018

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Digital Twin Shop-Floor: A New Shop-Floor Paradigm Towards Smart Manufacturing

IEEE access, 2017-01, Vol.5, p.20418-20427

2017

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A Digital-Twin-Assisted Fault Diagnosis Using Deep Transfer Learning

IEEE access, 2019, Vol.7, p.19990-19999

2019

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A Combination Method for Android Malware Detection Based on Control Flow Graphs and Machine Learning Algorithms

IEEE access, 2019, Vol.7, p.21235-21245

2019

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A Neural-Network-Based Method for RUL Prediction and SOH Monitoring of Lithium-Ion Battery

IEEE access, 2019, Vol.7, p.87178-87191

2019

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Human Activity Recognition Using Inertial, Physiological and Environmental Sensors: A Comprehensive Survey

IEEE access, 2020, Vol.8, p.210816-210836

2020

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A Novel Combined Prediction Scheme Based on CNN and LSTM for Urban PM2.5 Concentration

IEEE access, 2019, Vol.7, p.20050-20059

2019

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A Digital Twin-Based Approach for Designing and Multi-Objective Optimization of Hollow Glass Production Line

IEEE access, 2017-01, Vol.5, p.26901-26911

2017

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Contrastive Representation Learning: A Framework and Review

IEEE access, 2020, Vol.8, p.193907-193934

2020

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Federated Learning: A Survey on Enabling Technologies, Protocols, and Applications

IEEE access, 2020, Vol.8, p.140699-140725

2020

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Digital Twin: Enabling Technologies, Challenges and Open Research

IEEE access, 2020, Vol.8, p.108952-108971

2020

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Recent Progress on Generative Adversarial Networks (GANs): A Survey

IEEE access, 2019, Vol.7, p.36322-36333

2019

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A New Image Recognition and Classification Method Combining Transfer Learning Algorithm and MobileNet Model for Welding Defects

IEEE access, 2020, Vol.8, p.119951-119960

2020

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Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries

IEEE access, 2022, Vol.10, p.19621-19628

2022

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A Blockchain-Based Medical Data Sharing and Protection Scheme

IEEE access, 2019, Vol.7, p.118943-118953

2019

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Deep Convolutional and LSTM Recurrent Neural Networks for Rolling Bearing Fault Diagnosis Under Strong Noises and Variable Loads

IEEE access, 2020, Vol.8, p.66257-66269

2020

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Investigating COVID-19 News Across Four Nations: A Topic Modeling and Sentiment Analysis Approach

IEEE access, 2021-01, Vol.9, p.36645-36656

2021

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Secure Medical Data Transmission Model for IoT-Based Healthcare Systems

IEEE access, 2018-01, Vol.6, p.20596-20608

2018

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Machine Learning Security: Threats, Countermeasures, and Evaluations

IEEE access, 2020, Vol.8, p.74720-74742

2020

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Explainable Machine Learning for Scientific Insights and Discoveries

A Survey on Digital Twin: Definitions, Characteristics, Applications, and Design Implications

DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series

Federated Learning in Vehicular Edge Computing: A Selective Model Aggregation Approach

Data Mining and Analytics in the Process Industry: The Role of Machine Learning

Disease Prediction by Machine Learning Over Big Data From Healthcare Communities

A Privacy-Preserving Trust Model Based on Blockchain for VANETs

Digital Twin Shop-Floor: A New Shop-Floor Paradigm Towards Smart Manufacturing

A Digital-Twin-Assisted Fault Diagnosis Using Deep Transfer Learning

A Combination Method for Android Malware Detection Based on Control Flow Graphs and Machine Learning Algorithms

A Neural-Network-Based Method for RUL Prediction and SOH Monitoring of Lithium-Ion Battery

Human Activity Recognition Using Inertial, Physiological and Environmental Sensors: A Comprehensive Survey

A Novel Combined Prediction Scheme Based on CNN and LSTM for Urban PM2.5 Concentration

A Digital Twin-Based Approach for Designing and Multi-Objective Optimization of Hollow Glass Production Line

Contrastive Representation Learning: A Framework and Review

Federated Learning: A Survey on Enabling Technologies, Protocols, and Applications

Digital Twin: Enabling Technologies, Challenges and Open Research

Recent Progress on Generative Adversarial Networks (GANs): A Survey

A New Image Recognition and Classification Method Combining Transfer Learning Algorithm and MobileNet Model for Welding Defects

Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries

A Blockchain-Based Medical Data Sharing and Protection Scheme

Deep Convolutional and LSTM Recurrent Neural Networks for Rolling Bearing Fault Diagnosis Under Strong Noises and Variable Loads

Investigating COVID-19 News Across Four Nations: A Topic Modeling and Sentiment Analysis Approach

Secure Medical Data Transmission Model for IoT-Based Healthcare Systems

Machine Learning Security: Threats, Countermeasures, and Evaluations

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