[HTML][HTML] Data locality in high performance computing, big data, and converged systems: An analysis of the cutting edge and a future system architecture

S Usman, R Mehmood, I Katib, A Albeshri - Electronics, 2022 - mdpi.com
Big data has revolutionized science and technology leading to the transformation of our
societies. High-performance computing (HPC) provides the necessary computational power …

[HTML][HTML] Smart homes and families to enable sustainable societies: a data-driven approach for multi-perspective parameter discovery using BERT modelling

E Alqahtani, N Janbi, S Sharaf, R Mehmood - Sustainability, 2022 - mdpi.com
Homes are the building block of cities and societies and therefore smart homes are critical to
establishing smart living and are expected to play a key role in enabling smart, sustainable …

[HTML][HTML] Deep journalism and DeepJournal V1. 0: a data-driven deep learning approach to discover parameters for transportation

I Ahmad, F Alqurashi, E Abozinadah, R Mehmood - Sustainability, 2022 - mdpi.com
We live in a complex world characterised by complex people, complex times, and complex
social, technological, economic, and ecological environments. The broad aim of our work is …

[HTML][HTML] SENERGY: a novel deep learning-based auto-selective approach and tool for solar energy forecasting

G Alkhayat, SH Hasan, R Mehmood - Energies, 2022 - mdpi.com
Researchers have made great progress in developing cutting-edge solar energy forecasting
methods. However, these methods are far from optimal in terms of their accuracy …

[HTML][HTML] Sustainable participatory governance: data-driven discovery of parameters for planning online and in-class education in Saudi Arabia during COVID-19

S Alswedani, R Mehmood, I Katib - Frontiers in Sustainable Cities, 2022 - frontiersin.org
Everything about our life is complex. It should not be so. New approaches to governance are
needed to tackle these complexities and the rising global challenges. Smartization of cities …

[HTML][HTML] LidSonic for visually impaired: green machine learning-based assistive smart glasses with smart app and Arduino

S Busaeed, R Mehmood, I Katib, JM Corchado - Electronics, 2022 - mdpi.com
Smart wearable technologies such as fitness trackers are creating many new opportunities
to improve the quality of life for everyone. It is usually impossible for visually impaired people …

[HTML][HTML] LidSonic V2. 0: a LiDAR and deep-learning-based green assistive edge device to enhance mobility for the visually impaired

S Busaeed, I Katib, A Albeshri, JM Corchado… - Sensors, 2022 - mdpi.com
Over a billion people around the world are disabled, among whom 253 million are visually
impaired or blind, and this number is greatly increasing due to ageing, chronic diseases …

[HTML][HTML] An ontological knowledge base of poisoning attacks on deep neural networks

M Altoub, F AlQurashi, T Yigitcanlar, JM Corchado… - Applied Sciences, 2022 - mdpi.com
Deep neural networks (DNNs) have successfully delivered cutting-edge performance in
several fields. With the broader deployment of DNN models on critical applications, the …

Performance enhancement strategies for sparse matrix-vector multiplication (spmv) and iterative linear solvers

T Mohammed, R Mehmood - arXiv preprint arXiv:2212.07490, 2022 - arxiv.org
Iterative solutions of sparse linear systems and sparse eigenvalue problems have a
fundamental role in vital fields of scientific research and engineering. The crucial computing …

[HTML][HTML] Developing Smartness in Emerging Environments and Applications with a Focus on the Internet of Things

R Mehmood, JM Corchado, T Yigitcanlar - Sensors, 2022 - mdpi.com
The smartness that underpins smart cities and societies is defined by our ability to engage
with our environments, analyze them, and make decisions, all in a timely manner [1]. We are …