6 citations · 11 across the 18 of their papers we have counts for
9 papers · 1 filter
A Deep Learning-based Approach for Real-time Facemask Detection
Wadii Boulila, Ayyub Alzahem, Aseel Almoudi +3
The COVID-19 pandemic is causing a global health crisis. Public spaces need to be safeguarded from the adverse effects of this pandemic. Wearing a facemask becomes one of the effec…
Global Outliers Detection in Wireless Sensor Networks: A Novel Approach Integrating Time-Series Analysis, Entropy, and Random Forest-based Classification
Mahmood Safaei, Maha Driss, Wadii Boulila +2
Wireless Sensor Networks (WSNs) have recently attracted greater attention worldwide due to their practicality in monitoring, communicating, and reporting specific physical phenomen…
Evolution of Target Localization in Wireless Sensor Network (WSN): A Review
Muneeb A. Khan, Muazzam A. Khan, Maha Driss +2
Wireless Sensor Network holds a pivotal position and gained a lot of attention from researchers in recent years. Sensor nodes have been used in vast applications such as environmen…
GuideMe: A Mobile Application based on Global Positioning System and Object Recognition Towards a Smart Tourist Guide
Wadii Boulila, Anmar Abuhamdah, Maha Driss +2
Finding information about tourist places to visit is a challenging problem that people face while visiting different countries. This problem is accentuated when people are coming f…
Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images
Safa Ben Atitallah, Maha Driss, Wadii Boulila +1
By the start of 2020, the novel coronavirus disease (COVID-19) has been declared a worldwide pandemic. Because of the severity of this infectious disease, several kinds of research…
Microservices in IoT Security: Current Solutions, Research Challenges, and Future Directions
Maha Driss, Daniah Hasan, Wadii Boulila +1
In recent years, the Internet of Things (IoT) technology has led to the emergence of multiple smart applications in different vital sectors including healthcare, education, agricul…
An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle Imagery
Safa Ben Atitallah, Maha Driss, Wadii Boulila +3
Recently, Convolutional Neural Networks (CNNs) have made a great performance for remote sensing image classification. Plant recognition using CNNs is one of the active deep learnin…
Voting Classifier-based Intrusion Detection for IoT Networks
Muhammad Almas Khan, Muazzam A Khan, Shahid Latif +5
Internet of Things (IoT) is transforming human lives by paving the way for the management of physical devices on the edge. These interconnected IoT objects share data for remote ac…
Weight Initialization Techniques for Deep Learning Algorithms in Remote Sensing: Recent Trends and Future Perspectives
Wadii Boulila, Maha Driss, Mohamed Al-Sarem +2
During the last decade, several research works have focused on providing novel deep learning methods in many application fields. However, few of them have investigated the weight i…