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1
A Novel Deep Learning Approach With Data Augmentation to Classify Motor Imagery Signals
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Article
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A Novel Deep Learning Approach With Data Augmentation to Classify Motor Imagery Signals

IEEE access, 2019, Vol.7, p.15945-15954 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2019 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2019.2895133 ;CODEN: IAECCG

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2
Multi-Label ECG Signal Classification Based on Ensemble Classifier
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Multi-Label ECG Signal Classification Based on Ensemble Classifier

IEEE access, 2020, Vol.8, p.117986-117996 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2020.3004908 ;CODEN: IAECCG

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3
Motor Imagery EEG Signals Classification Based on Mode Amplitude and Frequency Components Using Empirical Wavelet Transform
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Motor Imagery EEG Signals Classification Based on Mode Amplitude and Frequency Components Using Empirical Wavelet Transform

IEEE access, 2019, Vol.7, p.127678-127692 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2019 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2019.2939623 ;CODEN: IAECCG

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4
S-EEGNet: Electroencephalogram Signal Classification Based on a Separable Convolution Neural Network with Bilinear Interpolation
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S-EEGNet: Electroencephalogram Signal Classification Based on a Separable Convolution Neural Network with Bilinear Interpolation

IEEE access, 2020-01, Vol.8, p.1-1 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2020.3009665 ;CODEN: IAECCG

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5
A Hybrid Feature Extraction Method With Regularized Extreme Learning Machine for Brain Tumor Classification
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A Hybrid Feature Extraction Method With Regularized Extreme Learning Machine for Brain Tumor Classification

IEEE access, 2019, Vol.7, p.36266-36273 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2019 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2019.2904145 ;CODEN: IAECCG

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6
Classification of Remote Sensing Images Using EfficientNet-B3 CNN Model With Attention
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Classification of Remote Sensing Images Using EfficientNet-B3 CNN Model With Attention

IEEE access, 2021, Vol.9, p.14078-14094 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2021.3051085 ;CODEN: IAECCG

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7
A Comparison of Multi-Label Text Classification Models in Research Articles Labeled With Sustainable Development Goals
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A Comparison of Multi-Label Text Classification Models in Research Articles Labeled With Sustainable Development Goals

IEEE access, 2022, Vol.10, p.123534-123548 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2022.3223094 ;CODEN: IAECCG

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8
Combining Convolutional Neural Network With Recursive Neural Network for Blood Cell Image Classification
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Combining Convolutional Neural Network With Recursive Neural Network for Blood Cell Image Classification

IEEE access, 2018-01, Vol.6, p.36188-36197 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2018 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2018.2846685 ;CODEN: IAECCG

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9
Two-Stage Deep Learning Approach to the Classification of Fine-Art Paintings
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Two-Stage Deep Learning Approach to the Classification of Fine-Art Paintings

IEEE access, 2019, Vol.7, p.41770-41781 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2019 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2019.2907986 ;CODEN: IAECCG

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10
Automated binary and multiclass classification of Diabetic Retinopathy using Haralick and Multiresolution Features
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Article
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Automated binary and multiclass classification of Diabetic Retinopathy using Haralick and Multiresolution Features

IEEE access, 2020-01, Vol.8, p.1-1 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2020.2979753 ;CODEN: IAECCG

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11
Medical Health Big Data Classification Based on KNN Classification Algorithm
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Medical Health Big Data Classification Based on KNN Classification Algorithm

IEEE access, 2020, Vol.8, p.28808-28819 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2019.2955754 ;CODEN: IAECCG

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12
Colorectal Disease Classification Using Efficiently Scaled Dilation in Convolutional Neural Network
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Colorectal Disease Classification Using Efficiently Scaled Dilation in Convolutional Neural Network

IEEE access, 2020, Vol.8, p.99227-99238 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2020.2996770 ;CODEN: IAECCG

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13
A Novel Framework for Trash Classification Using Deep Transfer Learning
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Article
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A Novel Framework for Trash Classification Using Deep Transfer Learning

IEEE access, 2019, Vol.7, p.178631-178639 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2019 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2019.2959033 ;CODEN: IAECCG

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14
Hybrid CNN Model for Classification of Rumex Obtusifolius in Grassland
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Article
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Hybrid CNN Model for Classification of Rumex Obtusifolius in Grassland

IEEE access, 2022, Vol.10, p.90940-90957 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2022.3200603 ;CODEN: IAECCG

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15
QuCNet: Quantum-Inspired Convolutional Neural Networks for Optimized Thyroid Nodule Classification
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QuCNet: Quantum-Inspired Convolutional Neural Networks for Optimized Thyroid Nodule Classification

IEEE access, 2024-01, Vol.12, p.1-1 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2024 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2024.3367806 ;CODEN: IAECCG

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16
ECG Signal Preprocessing and SVM Classifier-Based Abnormality Detection in Remote Healthcare Applications
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Article
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ECG Signal Preprocessing and SVM Classifier-Based Abnormality Detection in Remote Healthcare Applications

IEEE access, 2018-01, Vol.6, p.9767-9773 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2018 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2018.2794346 ;CODEN: IAECCG

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17
Automatic Classification Method for Software Vulnerability Based on Deep Neural Network
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Article
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Automatic Classification Method for Software Vulnerability Based on Deep Neural Network

IEEE access, 2019, Vol.7, p.28291-28298 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2019 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2019.2900462 ;CODEN: IAECCG

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18
Hyperspectral Image Classification Based on Active Learning and Spectral-Spatial Feature Fusion Using Spatial Coordinates
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Article
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Hyperspectral Image Classification Based on Active Learning and Spectral-Spatial Feature Fusion Using Spatial Coordinates

IEEE access, 2020, Vol.8, p.6768-6781 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2019.2963624 ;CODEN: IAECCG

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19
Data Augmentation based on Generative Adversarial Networks for Endoscopic Image Classification
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Article
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Data Augmentation based on Generative Adversarial Networks for Endoscopic Image Classification

IEEE access, 2023-01, Vol.11, p.1-1 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2023 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2023.3275173 ;CODEN: IAECCG

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20
Optimizing the Sediment Classification of Small Side-Scan Sonar Images Based on Deep Learning
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Article
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Optimizing the Sediment Classification of Small Side-Scan Sonar Images Based on Deep Learning

IEEE access, 2021, Vol.9, p.29416-29428 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2021.3052206 ;CODEN: IAECCG

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