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05/13/2023
Sound-to-Vibration Transformation for Sensorless Motor Health Monitoring
Automatic sensor-based detection of motor failures such as bearing fault...
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04/19/2023
Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification
Hyperspectral image (HSI) classification is an important task in many ap...
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04/19/2023
Improved Active Fire Detection using Operational U-Nets
As a consequence of global warming and climate change, the risk and exte...
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12/30/2022
Blind Restoration of Real-World Audio by 1D Operational GANs
Objective: Despite numerous studies proposed for audio restoration in th...
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12/12/2022
Zero-Shot Motor Health Monitoring by Blind Domain Transition
Continuous long-term monitoring of motor health is crucial for the early...
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01/29/2022
Blind ECG Restoration by Operational Cycle-GANs
Continuous long-term monitoring of electrocardiography (ECG) signals is ...
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09/30/2021
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks
Preventive maintenance of modern electric rotating machinery (RM) is cri...
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09/28/2021
Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs
Glaucoma leads to permanent vision disability by damaging the optical ne...
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12/29/2020
Robust R-Peak Detection in Low-Quality Holter ECGs using 1D Convolutional Neural Network
Noise and low quality of ECG signals acquired from Holter or wearable de...
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11/10/2020
Classification of Polarimetric SAR Images Using Compact Convolutional Neural Networks
Classification of polarimetric synthetic aperture radar (PolSAR) images ...
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08/21/2020
Exploiting Heterogeneity in Operational Neural Networks by Synaptic Plasticity
The recently proposed network model, Operational Neural Networks (ONNs),...
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04/24/2020
Self-Organized Operational Neural Networks with Generative Neurons
Operational Neural Networks (ONNs) have recently been proposed to addres...
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05/09/2019
1D Convolutional Neural Networks and Applications: A Survey
During the last decade, Convolutional Neural Networks (CNNs) have become...
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03/27/2019
Colorectal cancer diagnosis from histology images: A comparative study
Computer-aided diagnosis (CAD) based on histopathological imaging has pr...
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02/15/2019