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09/15/2023
P-ROCKET: Pruning Random Convolution Kernels for Time Series Classification
In recent years, two time series classification models, ROCKET and MINIR...
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03/01/2022
A predictive analytics approach for stroke prediction using machine learning and neural networks
The negative impact of stroke in society has led to concerted efforts to...
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10/19/2021
Identifying Stroke Indicators Using Rough Sets
Stroke is widely considered as the second most common cause of mortality...
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08/31/2021
Multistage Pruning of CNN Based ECG Classifiers for Edge Devices
Using smart wearable devices to monitor patients electrocardiogram (ECG)...
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08/25/2021
SomnNET: An SpO2 Based Deep Learning Network for Sleep Apnea Detection in Smartwatches
The abnormal pause or rate reduction in breathing is known as the sleep-...
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05/02/2021
A 1D-CNN Based Deep Learning Technique for Sleep Apnea Detection in IoT Sensors
Internet of Things (IoT) enabled wearable sensors for health monitoring ...
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05/02/2021
Continuous User Authentication using IoT Wearable Sensors
Over the past several years, the electrocardiogram (ECG) has been invest...
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04/25/2019