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Applications of machine learning to machine fault diagnosis: A review and roadmap

Mechanical systems and signal processing, 2020-04, Vol.138, p.106587, Article 106587

2020

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Significantly Fast and Robust Fuzzy C-Means Clustering Algorithm Based on Morphological Reconstruction and Membership Filtering

IEEE transactions on fuzzy systems, 2018-10, Vol.26 (5), p.3027-3041

2018

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Automatic Modulation Classification: Principles, Algorithms and Applications

Zhechen Zhu, Asoke K. Nandi

1, 2014

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Landslide Inventory Mapping From Bitemporal Images Using Deep Convolutional Neural Networks

IEEE geoscience and remote sensing letters, 2019-06, Vol.16 (6), p.982-986

2019

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Credit Card Fraud Detection Using AdaBoost and Majority Voting

IEEE access, 2018-01, Vol.6, p.14277-14284

2018

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Bearing fault diagnosis based on optimized variational mode decomposition and 1D convolutional neural networks

Measurement science & technology, 2021-10, Vol.32 (10), p.104007

2021

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Condition Monitoring with Vibration Signals: Compressive Sampling and Learning Algorithms for Rotating Machines

1, 2019

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From Multiple Independent Metrics to Single Performance Measure Based on Objective Function

IEEE access, 2023, Vol.11, p.3899-3913

Nandi, Asoke K.

2023

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Utilizing SVD and VMD for Denoising Non-Stationary Signals of Roller Bearings

Sensors (Basel, Switzerland), 2021-12, Vol.22 (1), p.195

2021

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Image Segmentation: Principles, Techniques, and Applications

Tao Lei, Asoke K. Nandi

1, 2022

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Credit card fraud detection using a hierarchical behavior-knowledge space model

PloS one, 2022-01, Vol.17 (1), p.e0260579

2022

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Fault Detection and Classification in MMC-HVDC Systems Using Learning Methods

Sensors (Basel, Switzerland), 2020-08, Vol.20 (16), p.4438

2020

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Robust Self-Sparse Fuzzy Clustering for Image Segmentation

IEEE access, 2020-01, Vol.8, p.1-1

2020

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Compressive Sampling and Feature Ranking Framework for Bearing Fault Classification With Vibration Signals

IEEE access, 2018-01, Vol.6, p.44731-44746

2018

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Data Modeling With Polynomial Representations and Autoregressive Time-Series Representations, and Their Connections

IEEE access, 2020-01, Vol.8, p.110412-110424

Nandi, Asoke K.

2020

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Open-Circuit Fault Detection and Classification of Modular Multilevel Converters in High Voltage Direct Current Systems (MMC-HVDC) with Long Short-Term Memory (LSTM) Method

Sensors (Basel, Switzerland), 2021-06, Vol.21 (12), p.4159

2021

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Unsupervised Change Detection Using Fast Fuzzy Clustering for Landslide Mapping from Very High-Resolution Images

Remote sensing (Basel, Switzerland), 2018-09, Vol.10 (9), p.1381

2018

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Connected Components-based Colour Image Representations of Vibrations for a Two-stage Fault Diagnosis of Roller Bearings Using Convolutional Neural Networks

Chinese journal of mechanical engineering, 2021-12, Vol.34 (1), p.1-21, Article 37

English ed., 2021

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Model Order Selection From Noisy Polynomial Data Without Using Any Polynomial Coefficients

IEEE access, 2020, Vol.8, p.130417-130430

Nandi, Asoke K.

2020

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Multi-Modality and Multi-Scale Attention Fusion Network for Land Cover Classification from VHR Remote Sensing Images

Remote sensing (Basel, Switzerland), 2021-09, Vol.13 (18), p.3771

2021

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Intelligent Fault Diagnosis Framework for Modular Multilevel Converters in HVDC Transmission

Sensors (Basel, Switzerland), 2022-01, Vol.22 (1), p.362

2022

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From Vivaldi to Beatles and back: Predicting lateralized brain responses to music

NeuroImage (Orlando, Fla.), 2013-12, Vol.83, p.627-636

2013

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Superpixel-Based Fast Fuzzy C-Means Clustering for Color Image Segmentation

IEEE transactions on fuzzy systems, 2019-09, Vol.27 (9), p.1753-1766

2019

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Local and Global Feature Learning With Kernel Scale-Adaptive Attention Network for VHR Remote Sensing Change Detection

IEEE journal of selected topics in applied earth observations and remote sensing, 2022, Vol.15, p.7308-7322

2022

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Unsupervised Change Detection Using Multiscale and Multiresolution Gaussian-Mixture-Model Guided by Saliency Enhancement

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.1796-1809

2021

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Applications of machine learning to machine fault diagnosis: A review and roadmap

Significantly Fast and Robust Fuzzy C-Means Clustering Algorithm Based on Morphological Reconstruction and Membership Filtering

Automatic Modulation Classification: Principles, Algorithms and Applications

Landslide Inventory Mapping From Bitemporal Images Using Deep Convolutional Neural Networks

Credit Card Fraud Detection Using AdaBoost and Majority Voting

Bearing fault diagnosis based on optimized variational mode decomposition and 1D convolutional neural networks

Condition Monitoring with Vibration Signals: Compressive Sampling and Learning Algorithms for Rotating Machines

From Multiple Independent Metrics to Single Performance Measure Based on Objective Function

Utilizing SVD and VMD for Denoising Non-Stationary Signals of Roller Bearings

Image Segmentation: Principles, Techniques, and Applications

Credit card fraud detection using a hierarchical behavior-knowledge space model

Fault Detection and Classification in MMC-HVDC Systems Using Learning Methods

Robust Self-Sparse Fuzzy Clustering for Image Segmentation

Compressive Sampling and Feature Ranking Framework for Bearing Fault Classification With Vibration Signals

Data Modeling With Polynomial Representations and Autoregressive Time-Series Representations, and Their Connections

Open-Circuit Fault Detection and Classification of Modular Multilevel Converters in High Voltage Direct Current Systems (MMC-HVDC) with Long Short-Term Memory (LSTM) Method

Unsupervised Change Detection Using Fast Fuzzy Clustering for Landslide Mapping from Very High-Resolution Images

Connected Components-based Colour Image Representations of Vibrations for a Two-stage Fault Diagnosis of Roller Bearings Using Convolutional Neural Networks

Model Order Selection From Noisy Polynomial Data Without Using Any Polynomial Coefficients

Multi-Modality and Multi-Scale Attention Fusion Network for Land Cover Classification from VHR Remote Sensing Images

Intelligent Fault Diagnosis Framework for Modular Multilevel Converters in HVDC Transmission

From Vivaldi to Beatles and back: Predicting lateralized brain responses to music

Superpixel-Based Fast Fuzzy C-Means Clustering for Color Image Segmentation

Local and Global Feature Learning With Kernel Scale-Adaptive Attention Network for VHR Remote Sensing Change Detection

Unsupervised Change Detection Using Multiscale and Multiresolution Gaussian-Mixture-Model Guided by Saliency Enhancement

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