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Federated Semi-Supervised Multi-Task Learning to Detect COVID-19 and Lungs Segmentation Marking Using Chest Radiography Images and Raspberry Pi Devices: An Internet of Medical Things Application

Sensors (Basel, Switzerland), 2021-07, Vol.21 (15), p.5025

2021

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A New Deep Hybrid Boosted and Ensemble Learning-Based Brain Tumor Analysis Using MRI

Sensors (Basel, Switzerland), 2022-04, Vol.22 (7), p.2726

2022

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Wi-Fi-Based Indoor Localization and Navigation: A Robot-Aided Hybrid Deep Learning Approach

Sensors (Basel, Switzerland), 2023-07, Vol.23 (14), p.6320

2023

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MRI-Based Brain Tumor Classification Using Ensemble of Deep Features and Machine Learning Classifiers

Sensors (Basel, Switzerland), 2021-03, Vol.21 (6), p.2222

2021

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Lifelong Adaptive Machine Learning for Sensor-Based Human Activity Recognition Using Prototypical Networks

Sensors (Basel, Switzerland), 2022-09, Vol.22 (18), p.6881

2022

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Combined Federated and Split Learning in Edge Computing for Ubiquitous Intelligence in Internet of Things: State-of-the-Art and Future Directions

Sensors (Basel, Switzerland), 2022-08, Vol.22 (16), p.5983

2022

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A Machine Learning Model Based on GRU and LSTM to Predict the Environmental Parameters in a Layer House, Taking CO[sub.2] Concentration as an Example

Sensors (Basel, Switzerland), 2023-12, Vol.24 (1)

2023

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A Comprehensive Review on Machine Learning in Healthcare Industry: Classification, Restrictions, Opportunities and Challenges

Sensors (Basel, Switzerland), 2023-04, Vol.23 (9), p.4178

2023

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Human Activity Recognition Data Analysis: History, Evolutions, and New Trends

Sensors (Basel, Switzerland), 2022-04, Vol.22 (9), p.3401

2022

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Brain Tumor/Mass Classification Framework Using Magnetic-Resonance-Imaging-Based Isolated and Developed Transfer Deep-Learning Model

Sensors (Basel, Switzerland), 2022-01, Vol.22 (1), p.372

2022

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Combining Model-Agnostic Meta-Learning and Transfer Learning for Regression

Sensors (Basel, Switzerland), 2023-01, Vol.23 (2), p.583

2023

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Transfer Learning for Radio Frequency Machine Learning: A Taxonomy and Survey

Sensors (Basel, Switzerland), 2022-02, Vol.22 (4), p.1416

2022

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Evaluating Federated Learning Simulators: A Comparative Analysis of Horizontal and Vertical Approaches

Sensors (Basel, Switzerland), 2024-08, Vol.24 (16), p.5149

2024

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Open-Source Federated Learning Frameworks for IoT: A Comparative Review and Analysis

Sensors (Basel, Switzerland), 2020-12, Vol.21 (1), p.167

2020

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Anonymous Traffic Detection Based on Feature Engineering and Reinforcement Learning

Sensors (Basel, Switzerland), 2024-04, Vol.24 (7), p.2295

2024

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Classification of the Sidewalk Condition Using Self-Supervised Transfer Learning for Wheelchair Safety Driving

Sensors (Basel, Switzerland), 2022-01, Vol.22 (1), p.380

2022

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Multi-Agent Reinforcement Learning for Traffic Flow Management of Autonomous Vehicles

Sensors (Basel, Switzerland), 2023-02, Vol.23 (5), p.2373

2023

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Pseudo-Labeling Optimization Based Ensemble Semi-Supervised Soft Sensor in the Process Industry

Sensors (Basel, Switzerland), 2021-12, Vol.21 (24), p.8471

2021

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Mobile Sensing with Smart Wearables of the Physical Context of Distance Learning Students to Consider Its Effects on Learning

Sensors (Basel, Switzerland), 2021-10, Vol.21 (19), p.6649

2021

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Novel Ensemble Approach of Deep Learning Neural Network (DLNN) Model and Particle Swarm Optimization (PSO) Algorithm for Prediction of Gully Erosion Susceptibility

Sensors (Basel, Switzerland), 2020-09, Vol.20 (19), p.5609

2020

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Histopathologic Oral Cancer Prediction Using Oral Squamous Cell Carcinoma Biopsy Empowered with Transfer Learning

Sensors (Basel, Switzerland), 2022-05, Vol.22 (10), p.3833

2022

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Studying Collaboration Dynamics in Physical Learning Spaces: Considering the Temporal Perspective through Epistemic Network Analysis

Sensors (Basel, Switzerland), 2021-04, Vol.21 (9), p.2898

2021

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Robust Feature Representation Using Multi-Task Learning for Human Activity Recognition

Sensors (Basel, Switzerland), 2024-01, Vol.24 (2), p.681

2024

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Wavelet-Prototypical Network Based on Fusion of Time and Frequency Domain for Fault Diagnosis

Sensors (Basel, Switzerland), 2021-02, Vol.21 (4), p.1483

2021

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Contrastive-Active Transfer Learning-Based Real-Time Adaptive Assessment Method for Power System Transient Stability

Sensors (Basel, Switzerland), 2024-08, Vol.24 (15), p.5052

2024

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Federated Semi-Supervised Multi-Task Learning to Detect COVID-19 and Lungs Segmentation Marking Using Chest Radiography Images and Raspberry Pi Devices: An Internet of Medical Things Application

A New Deep Hybrid Boosted and Ensemble Learning-Based Brain Tumor Analysis Using MRI

Wi-Fi-Based Indoor Localization and Navigation: A Robot-Aided Hybrid Deep Learning Approach

MRI-Based Brain Tumor Classification Using Ensemble of Deep Features and Machine Learning Classifiers

Lifelong Adaptive Machine Learning for Sensor-Based Human Activity Recognition Using Prototypical Networks

Combined Federated and Split Learning in Edge Computing for Ubiquitous Intelligence in Internet of Things: State-of-the-Art and Future Directions

A Machine Learning Model Based on GRU and LSTM to Predict the Environmental Parameters in a Layer House, Taking CO[sub.2] Concentration as an Example

A Comprehensive Review on Machine Learning in Healthcare Industry: Classification, Restrictions, Opportunities and Challenges

Human Activity Recognition Data Analysis: History, Evolutions, and New Trends

Brain Tumor/Mass Classification Framework Using Magnetic-Resonance-Imaging-Based Isolated and Developed Transfer Deep-Learning Model

Combining Model-Agnostic Meta-Learning and Transfer Learning for Regression

Transfer Learning for Radio Frequency Machine Learning: A Taxonomy and Survey

Evaluating Federated Learning Simulators: A Comparative Analysis of Horizontal and Vertical Approaches

Open-Source Federated Learning Frameworks for IoT: A Comparative Review and Analysis

Anonymous Traffic Detection Based on Feature Engineering and Reinforcement Learning

Classification of the Sidewalk Condition Using Self-Supervised Transfer Learning for Wheelchair Safety Driving

Multi-Agent Reinforcement Learning for Traffic Flow Management of Autonomous Vehicles

Pseudo-Labeling Optimization Based Ensemble Semi-Supervised Soft Sensor in the Process Industry

Mobile Sensing with Smart Wearables of the Physical Context of Distance Learning Students to Consider Its Effects on Learning

Novel Ensemble Approach of Deep Learning Neural Network (DLNN) Model and Particle Swarm Optimization (PSO) Algorithm for Prediction of Gully Erosion Susceptibility

Histopathologic Oral Cancer Prediction Using Oral Squamous Cell Carcinoma Biopsy Empowered with Transfer Learning

Studying Collaboration Dynamics in Physical Learning Spaces: Considering the Temporal Perspective through Epistemic Network Analysis

Robust Feature Representation Using Multi-Task Learning for Human Activity Recognition

Wavelet-Prototypical Network Based on Fusion of Time and Frequency Domain for Fault Diagnosis

Contrastive-Active Transfer Learning-Based Real-Time Adaptive Assessment Method for Power System Transient Stability

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