A comprehensive survey on privacy-preserving techniques in federated recommendation systems
Big data is a rapidly growing field, and new developments are constantly emerging to
address various challenges. One such development is the use of federated learning for …
address various challenges. One such development is the use of federated learning for …
Recommendation and Distillation of IoT Multi-Environments
D Flores-Martin, R Rentero-Trejo… - Journal of Computer …, 2024 - Taylor & Francis
ABSTRACT The Internet of Things enhances the quality of life by automating tasks and
streamlining human-device interactions. However, manual device management remains …
streamlining human-device interactions. However, manual device management remains …
[HTML][HTML] Enhancing Smartphone Battery Life: A Deep Learning Model Based on User-Specific Application and Network Behavior
Smartphones have become a central element in modern society with their widespread
adoption driven by technological advancements and their ability to facilitate everyday tasks …
adoption driven by technological advancements and their ability to facilitate everyday tasks …
Sharing knowledge to promote proactive multi-environments in the WoT
D Flores-Martin, R Rentero-Trejo… - Journal of Web …, 2023 - ieeexplore.ieee.org
The main goal of the Web of Things (WoT) is to improve people's quality of life by automating
tasks and simplifying human–device interactions with ubiquitous systems. However, the …
tasks and simplifying human–device interactions with ubiquitous systems. However, the …
Human Digital Twins: Enhancing Interactions with Digital Ecosystems
The emergence of Digital Twins (DTs) has transformed domains like Industry 4.0 or
automotive, enabling advanced insights and predictive maintenance, driving efficiency and …
automotive, enabling advanced insights and predictive maintenance, driving efficiency and …
Federated Learning on Virtual Reality Environments: Performance Analysis on Standalone Devices
Abstract Training algorithms through Federated Learning has emerged as a promising
strategy to safeguard data privacy in distributed environments. This training can be …
strategy to safeguard data privacy in distributed environments. This training can be …
Open Issues Automating Multi-Environment IoT Systems
R Rentero-Trejo, J García-Alonso… - … and other Affiliated …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) integrates billions of smart devices into multidisciplinary systems.
They are meant to improve people's quality of life by automating tasks. Although automation …
They are meant to improve people's quality of life by automating tasks. Although automation …