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Now showing items 11-20 of 39
Video transcoding at the edge: cost and feasibility perspective
(
Springer Nature
, 2023 , Article)
The developments in smartphones, high data rates, and substantial video data traffic have increased the burden on cellular networks. Consequently, this burden significantly affects the Quality of Experience of the cellular ...
RL-Based Federated Learning Framework Over Blockchain (RL-FL-BC)
(
IEEE
, 2023 , Article)
Federated learning (FL) paradigms aim to amalgamate diverse data properties stored locally at each user, while preserving data privacy through sharing users’ learning experiences and iteratively aggregating their ...
Generative emotional AI for speech emotion recognition: The case for synthetic emotional speech augmentation
(
Elsevier
, 2023 , Article)
Despite advances in deep learning, current state-of-the-art speech emotion recognition (SER) systems still have poor performance due to a lack of speech emotion datasets. This paper proposes augmenting SER systems with ...
Leveraging 6G, extended reality, and IoT big data analytics for healthcare: A review
(
Elsevier
, 2023 , Article Review)
In recent years, the healthcare industry has faced new challenges around staffing, human interaction, and the adoption of telehealth. Technological innovations can improve efficiency, productivity, and patient outcomes, ...
Developing smart city services using intent-aware recommendation systems: A survey
(
John Wiley and Sons Inc
, 2023 , Article)
Smart cities could be defined as urban areas that use Information and Communication Technology (ICT) to solve city problems in efficient and sustainable ways. Intent-aware Recommender Systems (IARS) within ICT play a crucial ...
Machine learning for prediction of the uniaxial compressive strength within carbonate rocks
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Springer Science and Business Media Deutschland GmbH
, 2023 , Article)
The Uniaxial Compressive Strength (UCS) is an essential parameter in various fields (e.g., civil engineering, geotechnical engineering, mechanical engineering, and material sciences). Indeed, the determination of UCS in ...
Optimal Resource Management for Hierarchical Federated Learning over HetNets with Wireless Energy Transfer
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Institute of Electrical and Electronics Engineers Inc.
, 2023 , Article)
Remote monitoring systems analyze the environment dynamics in different smart industrial applications, such as occupational health and safety, and environmental monitoring. Specifically, in industrial Internet of Things ...
LIME: Long-Term Forecasting Model for Desalination Membrane Fouling to Estimate the Remaining Useful Life of Membrane
(
Springer Science and Business Media Deutschland GmbH
, 2023 , Conference Paper)
Membrane fouling is one of the major problems in desalination processes as it can cause a severe drop in the quality and quantity of the permeate water. This paper presents a data-driven approach for long-term forecasting ...
Exploiting Spatial Correlations: Group Key Generation for Secure IoT Device Networks
(
Institute of Electrical and Electronics Engineers Inc.
, 2023 , Conference Paper)
With the exponential growth in IoT devices, especially in healthcare systems, where multiple devices are attributed to one person, the need for a secure and effective group secret key (GSK) generation is intrinsic. GSKs ...
DDPG Performance in THz Communications over Cascaded RISs: A Machine Learning Solution to the Over-Determined System
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Institute of Electrical and Electronics Engineers Inc.
, 2023 , Article)
THz technology is considered a key element in 6G wireless communication because it provides ultra-high bandwidths, considerable capacities, and significant gains. However, wireless systems operating at high frequencies are ...