A review of the recent developments in integrating machine learning models with sensor devices in the smart buildings sector with a view to attaining enhanced …

DM Petroșanu, G Căruțașu, NL Căruțașu, A Pîrjan - Energies, 2019 - mdpi.com
Lately, many scientists have focused their research on subjects like smart buildings, sensor
devices, virtual sensing, buildings management, Internet of Things (IoT), artificial intelligence …

A knowledge-driven approach for activity recognition in smart homes based on activity profiling

M Rawashdeh, MGH Al Zamil, S Samarah… - Future Generation …, 2020 - Elsevier
Abstract The Internet of Things (IoT) is a technology for seamlessly connecting a large
number of small-end devices and enabling the development of many smart applications to …

A highly effective route for real-time traffic using an IoT smart algorithm for tele-surgery using 5G networks

RS Abujassar, H Yaseen, AS Al-Adwan - Journal of Sensor and Actuator …, 2021 - mdpi.com
Nowadays, networks use many different paths to exchange data. However, our research will
construct a reliable path in the networks among a huge number of nodes for use in tele …

Multimedia-oriented action recognition in Smart City-based IoT using multilayer perceptron

MGH al Zamil, S Samarah, M Rawashdeh… - Multimedia Tools and …, 2019 - Springer
Abstract The Internet of Things (IoT) devices and technologies for smart city applications
produces a vast amount of multimedia data (eg, audio, video, image, text and sensorial …

False-alarm detection in the fog-based internet of connected vehicles

MGH Al Zamil, S Samarah… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
One of the serious security breaches that threatens today's smart technologies is the
broadcasting of false alarms. These alarms may severely affect road management systems …

An efficient method for mining sequential patterns with indices

HM Huynh, LTT Nguyen, NN Pham… - Knowledge-Based …, 2022 - Elsevier
In recent years, mining informative data and discovering hidden information have become
increasingly in demand. One of the popular means to achieve this is sequential pattern …

An annotation technique for in-home smart monitoring environments

MG Al Zamil, M Rawashdeh, S Samarah… - IEEE …, 2017 - ieeexplore.ieee.org
Advances in multimedia technologies have led to the emergence of smart home
applications. In fact, mobile multimedia technologies provide the infrastructure to adopt …

Reliable service delivery in Tele-health care systems

M Rawashdeh, MGHAL Zamil, MS Hossain… - Journal of Network and …, 2018 - Elsevier
Abstract Modern ICT Applications on Tele-health focuses on providing the smart
infrastructure that facilitates the delivery of health services. While Internet-of-Things (IoT) and …

Transferring activity recognition models in FOG computing architecture

S Samarah, MGHAL Zamil, M Rawashdeh… - Journal of Parallel and …, 2018 - Elsevier
A major focus of research in the field of in-home activity recognition (AR) and home
automation (HA) is the ability to transfer data models to other homes for the purpose of …

A profile based data segmentation for in-home activity recognition

RA Nadi, MGHA Zamil - International Journal of Sensor …, 2019 - inderscienceonline.com
A major problem in smart-home activity recognition is the ambiguity of interpreting the
actions that formulate activities. It resulted from the redundancy of irrelevant actions and the …