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Automatic Modulation Classification: Principles, Algorithms and Applications

Zhechen Zhu, Asoke K. Nandi

1, 2014

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

1, 2019

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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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Image Segmentation: Principles, Techniques, and Applications

Tao Lei, Asoke K. Nandi

1, 2022

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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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Automatic Fuzzy Clustering Framework for Image Segmentation

IEEE transactions on fuzzy systems, 2020-09, Vol.28 (9), p.2078-2092

2020

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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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Difference Enhancement and Spatial-Spectral Nonlocal Network for Change Detection in VHR Remote Sensing Images

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-13

2022

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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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Automatic Modulation Classification Using Combination of Genetic Programming and KNN

IEEE transactions on wireless communications, 2012-08, Vol.11 (8), p.2742-2750

2012

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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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Semi-Supervised Medical Image Segmentation Using Adversarial Consistency Learning and Dynamic Convolution Network

IEEE transactions on medical imaging, 2023-05, Vol.42 (5), p.1265-1277

2023

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

IEEE access, 2023-01, Vol.11, p.1-1

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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Adaptive Morphological Reconstruction for Seeded Image Segmentation

IEEE transactions on image processing, 2019-11, Vol.28 (11), p.5510-5523

2019

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Blind equalization of square-QAM signals: a multimodulus approach

IEEE transactions on communications, 2010-06, Vol.58 (6), p.1674-1685

2010

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Explainable CNN With Fuzzy Tree Regularization for Respiratory Sound Analysis

IEEE transactions on fuzzy systems, 2022-06, Vol.30 (6), p.1516-1528

2022

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SEDANet: A New Siamese Ensemble Difference Attention Network for Building Change Detection in Remotely Sensed Images

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-16

2024

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Blind Digital Modulation Classification Using Minimum Distance Centroid Estimator and Non-Parametric Likelihood Function

IEEE transactions on wireless communications, 2014-08, Vol.13 (8), p.4483-4494

2014

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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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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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Emotion detection from EEG recordings based on supervised and unsupervised dimension reduction

Concurrency and computation, 2018-12, Vol.30 (23), p.n/a

2018

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SGU-Net: Shape-Guided Ultralight Network for Abdominal Image Segmentation

IEEE journal of biomedical and health informatics, 2023-03, Vol.27 (3), p.1431-1442

2023

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Automatic Modulation Classification: Principles, Algorithms and Applications

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

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

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

Image Segmentation: Principles, Techniques, and Applications

Landslide Inventory Mapping From Bitemporal Images Using Deep Convolutional Neural Networks

Automatic Fuzzy Clustering Framework for Image Segmentation

Credit Card Fraud Detection Using AdaBoost and Majority Voting

Difference Enhancement and Spatial-Spectral Nonlocal Network for Change Detection in VHR Remote Sensing Images

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

Automatic Modulation Classification Using Combination of Genetic Programming and KNN

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

Semi-Supervised Medical Image Segmentation Using Adversarial Consistency Learning and Dynamic Convolution Network

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

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

Adaptive Morphological Reconstruction for Seeded Image Segmentation

Blind equalization of square-QAM signals: a multimodulus approach

Explainable CNN With Fuzzy Tree Regularization for Respiratory Sound Analysis

SEDANet: A New Siamese Ensemble Difference Attention Network for Building Change Detection in Remotely Sensed Images

Blind Digital Modulation Classification Using Minimum Distance Centroid Estimator and Non-Parametric Likelihood Function

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

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

Emotion detection from EEG recordings based on supervised and unsupervised dimension reduction

SGU-Net: Shape-Guided Ultralight Network for Abdominal Image Segmentation

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