Search Results - "Iyad Katib"
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Distributed Artificial Intelligence-as-a-Service (DAIaaS) for Smarter IoE and 6G Environments
Published in Sensors (Basel, Switzerland) (13-10-2020)“…Artificial intelligence (AI) has taken us by storm, helping us to make decisions in everything we do, even in finding our “true love” and the “significant…”
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UbeHealth: A Personalized Ubiquitous Cloud and Edge-Enabled Networked Healthcare System for Smart Cities
Published in IEEE access (01-01-2018)“…Smart city advancements are driving massive transformations of healthcare, the largest global industry. The drivers include increasing demands for ubiquitous,…”
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Iktishaf+: A Big Data Tool with Automatic Labeling for Road Traffic Social Sensing and Event Detection Using Distributed Machine Learning
Published in Sensors (Basel, Switzerland) (24-04-2021)“…Digital societies could be characterized by their increasing desire to express themselves and interact with others. This is being realized through digital…”
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Data Fusion and IoT for Smart Ubiquitous Environments: A Survey
Published in IEEE access (2017)“…The Internet of Things (IoT) is set to become one of the key technological developments of our times provided we are able to realize its full potential. The…”
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Smarter Traffic Prediction Using Big Data, In-Memory Computing, Deep Learning and GPUs
Published in Sensors (Basel, Switzerland) (13-05-2019)“…Road transportation is the backbone of modern economies, albeit it annually costs 1.25 million deaths and trillions of dollars to the global economy, and…”
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Sehaa: A Big Data Analytics Tool for Healthcare Symptoms and Diseases Detection Using Twitter, Apache Spark, and Machine Learning
Published in Applied sciences (01-02-2020)“…Smartness, which underpins smart cities and societies, is defined by our ability to engage with our environments, analyze them, and make decisions, all in a…”
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Blockchain-Assisted Hybrid Harris Hawks Optimization Based Deep DDoS Attack Detection in the IoT Environment
Published in Mathematics (Basel) (01-04-2023)“…The Internet of Things (IoT) is developing as a novel phenomenon that is applied in the growth of several crucial applications. However, these applications…”
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UbiPriSEQ—Deep Reinforcement Learning to Manage Privacy, Security, Energy, and QoS in 5G IoT HetNets
Published in Applied sciences (01-10-2020)“…5G networks and Internet of Things (IoT) offer a powerful platform for ubiquitous environments with their ubiquitous sensing, high speeds and other benefits…”
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Harnessing probabilistic neural network with triple tree seed algorithm-based smart enterprise quantitative risk management framework
Published in Scientific reports (27-09-2024)“…Enterprise risk management (ERM) frameworks convey vital principles that help create a consistent risk management culture, irrespective of employee turnover or…”
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Imtidad: A Reference Architecture and a Case Study on Developing Distributed AI Services for Skin Disease Diagnosis over Cloud, Fog and Edge
Published in Sensors (Basel, Switzerland) (26-02-2022)“…Several factors are motivating the development of preventive, personalized, connected, virtual, and ubiquitous healthcare services. These factors include…”
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DIESEL: A novel deep learning-based tool for SpMV computations and solving sparse linear equation systems
Published in The Journal of supercomputing (01-06-2021)“…Sparse linear algebra is central to many areas of engineering, science, and business. The community has done considerable work on proposing new methods for…”
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Discovering Urban Governance Parameters for Online Learning in Saudi Arabia During COVID-19 Using Topic Modeling of Twitter Data
Published in Frontiers in sustainable cities (28-06-2022)“…Smart cities are a relatively recent phenomenon that has rapidly grown in the last decade due to several political, economic, environmental, and technological…”
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AI explainability and governance in smart energy systems: A review
Published in Frontiers in energy research (27-01-2023)“…Traditional electrical power grids have long suffered from operational unreliability, instability, inflexibility, and inefficiency. Smart grids (or smart…”
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Sustainable Participatory Governance: Data-Driven Discovery of Parameters for Planning Online and In-Class Education in Saudi Arabia During COVID-19
Published in Frontiers in sustainable cities (19-07-2022)“…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…”
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UTiLearn: A Personalised Ubiquitous Teaching and Learning System for Smart Societies
Published in IEEE access (2017)“…The education industry around the globe is undergoing major transformations. Organizations, such as Coursera are advancing new business models for education. A…”
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LidSonic V2.0: A LiDAR and Deep-Learning-Based Green Assistive Edge Device to Enhance Mobility for the Visually Impaired
Published in Sensors (Basel, Switzerland) (30-09-2022)“…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…”
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Federated Learning-Based Security Attack Detection for Multi-Controller Software-Defined Networks
Published in Algorithms (01-07-2024)“…A revolutionary concept of Multi-controller Software-Defined Networking (MC-SDN) is a promising structure for pursuing an evolving complex and expansive…”
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Smart Robotic Strategies and Advice for Stock Trading Using Deep Transformer Reinforcement Learning
Published in Applied sciences (01-12-2022)“…The many success stories of reinforcement learning (RL) and deep learning (DL) techniques have raised interest in their use for detecting patterns and…”
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Iktishaf: a Big Data Road-Traffic Event Detection Tool Using Twitter and Spark Machine Learning
Published in Mobile networks and applications (01-04-2023)Get full text
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SURAA: A Novel Method and Tool for Loadbalanced and Coalesced SpMV Computations on GPUs
Published in Applied sciences (01-03-2019)“…Sparse matrix-vector (SpMV) multiplication is a vital building block for numerous scientific and engineering applications. This paper proposes SURAA…”
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