150 citations · 292 across the 5 of their papers we have counts for
5 papers
A Multi-Step Comparative Framework for Anomaly Detection in IoT Data Streams
Mohammed Al-Qudah, Fadi AlMahamid
The rapid expansion of Internet of Things (IoT) devices has introduced critical security challenges, underscoring the need for accurate anomaly detection. Although numerous studies…
Virtual Sensor Middleware: Managing IoT Data for the Fog-Cloud Platform
Fadi AlMahamid, Hanan Lutfiyya, Katarina Grolinger
This paper introduces the Virtual Sensor Middleware (VSM), which facilitates distributed sensor data processing on multiple fog nodes. VSM uses a Virtual Sensor as the core compone…
Agglomerative Hierarchical Clustering with Dynamic Time Warping for Household Load Curve Clustering
Fadi AlMahamid, Katarina Grolinger
Energy companies often implement various demand response (DR) programs to better match electricity demand and supply by offering the consumers incentives to reduce their demand dur…
Reinforcement Learning Algorithms: An Overview and Classification
Fadi AlMahamid, Katarina Grolinger
The desire to make applications and machines more intelligent and the aspiration to enable their operation without human interaction have been driving innovations in neural network…
Autonomous Unmanned Aerial Vehicle Navigation using Reinforcement Learning: A Systematic Review
Fadi AlMahamid, Katarina Grolinger
There is an increasing demand for using Unmanned Aerial Vehicle (UAV), known as drones, in different applications such as packages delivery, traffic monitoring, search and rescue o…