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Causal Analysis and Classification of Traffic Crash Injury Severity Using Machine Learning Algorithms
ObjectivesCausal analysis and classification of injury severity applying non-parametric methods for traffic crashes have received limited attention....
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Study on the Classification Method of the Usage Severity of Aircraft Structures
The high overload and high maneuverability in the training course result in the structural damage and the life consumption speed is accelerated, the...
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Age- and Severity-Specific Deep Learning Models for Autism Spectrum Disorder Classification Using Functional Connectivity Measures
Autism spectrum disorder (ASD) is characterized by divergent etiological factors, comorbidities, severity levels, genetic influences, and functional...
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A Hybrid Metaheuristic Aware Modified Mobile Net with Enriched Feature Extraction for Covid-19 Severity Detection and Classification
There has been severe illness and mortality globally as a result of the COVID-19 pandemic brought on by the SARS-CoV-2 virus. As the virus continues...
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Classification of suspected objects and severity assessment of COVID-19 from chest X-ray images using deep transfer learning
PurposeCoronavirus disease 2019 (COVID-19) has infected about 418 million people across the globe. So, the analysis of biomedical imaging accompanied...
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An effective torque-based method for automatic turn fault detection and turn fault severity classification in permanent magnet synchronous motor
This article presents a novel approach based on the electromechanical torque signal for the inter-turn short-circuit fault (ISCF) detection and the...
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Sensecor: A framework for COVID-19 variants severity classification and symptoms detection
AbstractSocial media platforms, such as Twitter, allow users to share their thoughts and opinions on various topics, including pandemics like...
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An Efficient Approach for Accident Severity Classification in Smart Transportation System
Essential emergency services can be provided, and many lives can be saved if the severity of the road accident is analyzed well in time. Several...
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Multi-stage Attention-Based Long Short-Term Memory Networks for Cervical Cancer Segmentation and Severity Classification
Among women, cervical cancer is considered as the most disastrous disease, along with the maximized rate of mortality and illness. In this case,...
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Computer Vision-Based Severity Classification of Asphalt Pavement Raveling Using Advanced Gradient Boosting Machines and Lightweight Texture Descriptors
Automatic detection of raveled areas and categorization of their severity are crucial for assessing maintenance requirements and guaranteeing driving...
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Classification of the Severity of Attacks on Internet of Things Networks
In the Internet of Things (IoT) technology, there are several issues to overcome, including network security. New attacks have been developed to...
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Online damage severity level classification in gears under natural damage progression
Effective diagnosis of the gear damage stages is critical for the industries to reduce unexpected failures and maximise life utilisation. In geared...
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Gaussian Mixture Model-Based Classification of Corrosion Severity in Concrete Structures Using Ultrasonic Imaging
Corrosion in reinforced concrete (RC) structures is associated with a reduction of the rebar diameter, loss of interfacial bond, cracking, and...
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3D CNN-Based Classification of Severity in COVID-19 Using CT Images
With the pandemic worldwide due to COVID-19, several detections and diagnostic methods have been in place. One of the standard modes of detection is...
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Performance analysis of ensemble classifiers and a two-level classifier in the classification of severity in digital mammograms
Breast cancer is the ultimate severity that escalates as the second root cause for death in the world among women. Several methodologies are adopted...
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Classification of Severity of COVID-19 Patients Based on the Heart Rate Variability
The continuous development of robust machine learning algorithms in recent years has helped to improve the solutions of many studies in many fields...
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Classification of Fundus Images Based on Severity Utilizing SURF Features from the Enhanced Green and Value Planes
Diabetic retinopathy (DR) is a complication of longstanding diabetes that affects vision. In DR, the small blood vessels that supply the nutrients...
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Rotor Unbalance Severity Detection Using Maximum Overlap Discrete Wavelet Transform
The rotor unbalances a critical fault that increases stress at rotational parts like bearings and gears, resulting in higher power consumption and...
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Depression Severity Detection from Social Media Posts
Regardless of age, gender, or color, mental health problems affect people all over the world. People feel increasingly at ease sharing their opinions...
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Software Bug Severity Prediction Using Convolutional Neural Network and BiLSTM Models
Creating bug-free software is nearly impossible, but addressing bugs promptly can significantly improve the software development process. Early bug...