An interpretable CNN model for classification of partial discharge waveforms in 3D-printed dielectric samples with different void sizes

WiPass: 1D-CNN-based smartphone keystroke recognition Using WiFi signals

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A Deep Learning and Grad-CAM based Color Visualization Approach for Fast Detection of COVID-19 Cases using Chest X-ray and CT-Scan Images

(2020) Harsh Panwar et al.   CHAOS SOLITONS & FRACTALS

Condition Monitoring Based on Partial Discharge Diagnostics Using Machine Learning Methods: A Comprehensive State-of-the-Art Review

(2020) Shibo Lu et al.   IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION

End-to-End Partial Discharge Detection in Power Cables via Time-Domain Convolutional Neural Networks

(2019) Mohammad Azam Khan et al.   Journal of Electrical Engineering & Technology

Deep learning for time series classification: a review

(2019) Hassan Ismail Fawaz et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Partial Discharge Classification Using Deep Learning Methods—Survey of Recent Progress

(2019) Barrios et al.   Energies

A Convolutional Neural Network-Based Deep Learning Methodology for Recognition of Partial Discharge Patterns from High-Voltage Cables

(2019) Xiaosheng Peng et al.   IEEE TRANSACTIONS ON POWER DELIVERY

A deep learning framework for time series classification using Relative Position Matrix and Convolutional Neural Network

(2019) Wei Chen et al.   NEUROCOMPUTING

Techniques for interpretable machine learning

(2019) Mengnan Du et al.   COMMUNICATIONS OF THE ACM

Partial Discharge Pattern Recognition of Gas-Insulated Switchgear via a Light-Scale Convolutional Neural Network

(2019) Yanxin Wang et al.   Energies

MediMLP: Using Grad-CAM to Extract Crucial Variables for Lung Cancer Postoperative Complication Prediction

(2019) Tao He et al.   IEEE Journal of Biomedical and Health Informatics

An overview of state-of-the-art partial discharge analysis techniques for condition monitoring

(2015) Min Wu et al.   IEEE ELECTRICAL INSULATION MAGAZINE

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE