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Can AI Help in Screening Viral and COVID-19 Pneumonia?
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Institute of Electrical and Electronics Engineers Inc.
, 2020 , Article)
Coronavirus disease (COVID-19) is a pandemic disease, which has already caused thousands of causalities and infected several millions of people worldwide. Any technological tool enabling rapid screening of the COVID-19 ...
Predicting carbonate formation permeability using machine learning
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Elsevier B.V.
, 2020 , Article)
It is imperative to characterize the formation permeability to simulate the flow behavior at subsurface conditions. An accurate characterization at the core scale is possible when large samples are available, but often ...
Positive sentiments as coping mechanisms and path to resilience: the case of Qatar blockade
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Taylor & Francis
, 2020 , Article)
Existing research on coping accentuates the role of positive emotions as defensive mechanisms to cope with stressful situations and the ensuing negative emotions. The same literature justifies the long-term effects of ...
FBIA: A Fog-Based Identity Authentication Scheme for Privacy Preservation in Internet of Vehicles
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Institute of Electrical and Electronics Engineers Inc.
, 2020 , Article)
In recent years, the Internet of vehicles (IoV) has become an indispensable part of wireless communication. To protect users' privacy and communication security, an increasing number of scholars have focused on studying ...
Deep CNN-Based real-time traffic light detector for self-driving vehicles
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Institute of Electrical and Electronics Engineers Inc.
, 2020 , Article)
Due to the unavailability of Vehicle-to-Infrastructure (V2I) communication in current transportation systems, Traffic Light Detection (TLD) is still considered an important module in autonomous vehicles and Driver Assistance ...
5G vehicular network resource management for improving radio access through machine learning
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Institute of Electrical and Electronics Engineers Inc.
, 2020 , Article)
The current cellular technology and vehicular networks cannot satisfy the mighty strides of vehicular network demands. Resource management has become a complex and challenging objective to gain expected outcomes in a ...
Crowd Counting: A Survey of Machine Learning Approaches
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Institute of Electrical and Electronics Engineers Inc.
, 2020 , Conference Paper)
Crowd counting is applied in many areas including efficient resources allocation and effective management of emergency situations. In this paper, we survey and compare various crowd counting methods. Additionally, we ...
A Malware Detection Method for Health Sensor Data Based on Machine Learning
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Institute of Electrical and Electronics Engineers Inc.
, 2020 , Conference Paper)
Traditional signature-based malware detection approaches are sensitive to small changes in the malware code. Currently, most malware programs are adapted from existing programs. Hence, they share some common patterns but ...