A short review on minimum description length: An application to dimension reduction in PCA

V Bruni, ML Cardinali, D Vitulano - Entropy, 2022 - mdpi.com
The minimun description length (MDL) is a powerful criterion for model selection that is
gaining increasing interest from both theorists and practicioners. It allows for automatic …

An overview of periodic wireless sensor networks to the internet of things

AKM Al-Qurabat, SA Abdulzahra - IOP conference series …, 2020 - iopscience.iop.org
Through developments in digital electronics and wireless technology, a variety of tiny
devices have begun to be used in many aspects of everyday life. These devices can sense …

Data traffic management based on compression and MDL techniques for smart agriculture in IoT

AKM Al-Qurabat, ZA Mohammed… - Wireless Personal …, 2021 - Springer
The sector of agriculture facing numerous challenges for the proper utilization of its natural
resources. For that reason, and to the growing risk of changing weather conditions, we must …

[PDF][PDF] A lightweight Huffman-based differential encoding lossless compression technique in IoT for smart agriculture

AKM Al-Qurabat - Int. J. Com. Dig. Sys, 2022 - researchgate.net
Major advantages occur in modern agriculture, including effective position and space needs,
sufficient meteorological management, water efficiency, and controlled nutrient use. The …

[PDF][PDF] Perceptually important points-based data aggregation method for wireless sensor networks

IDI Saeedi, AKM Al-Qurabat - Baghdad Science Journal, 2022 - iasj.net
The transmitting and receiving of data consume the most resources in Wireless Sensor
Networks (WSNs). The energy supplied by the battery is the most important resource …

Energy-efficient data transmission and aggregation protocol in periodic sensor networks based fog computing

AK Idrees, AKM Al-Qurabat - Journal of Network and Systems …, 2021 - Springer
Abstract The Periodic Sensor Networks based fog computing of the Internet of Things (IoT)
represents one of the most providers of the big data on the network because it is …

Distributed energy‐efficient data reduction approach based on prediction and compression to reduce data transmission in IoT networks

AM Hussein, AK Idrees… - International journal of …, 2022 - Wiley Online Library
In the modern world, it will be necessary to deploy a large number of sensor devices to
sense everything around us in order to detect changes, risks, and hazards and to mitigate …

An energy-saving data aggregation method for wireless sensor networks based on the extraction of extrema points

IDI Saeedi, AKM Al-Qurabat - AIP conference proceedings, 2022 - pubs.aip.org
The wireless sensor network (WSN) has been among the fast-growing areas in recent years
in different fields, like health applications, military applications, the operations of disaster …

Important extrema points extraction-based data aggregation approach for elongating the WSN lifetime

AKM Al-Qurabat, HM Salman… - International Journal of …, 2022 - inderscienceonline.com
Energy conservation is one of the most basic problems of wireless sensor networks. Energy
of sensor nodes is limited, so effective energy usage is important. Data aggregation helps to …

Automatic learning-based data optimization method for autonomous driving

Y Wang, J Zhang, Y Chen, H Yuan, C Wu - Digital Signal Processing, 2024 - Elsevier
One of the major reasons for the explosion of autonomous driving in recent years is the great
development of computer vision. As the number of model parameters increases, many large …