Advanced Deep Learning Approach for Smart Home Appliance Identification Using Recurrent Neural Networks with LSTM

Advanced Deep Learning Approach for Smart Home Appliance Identification Using Recurrent Neural Networks with LSTM

In the Internet of Things (IoT) domain, vast numbers of smart devices are interconnected, generating large volumes of data requiring advanced management mechanisms. One major challenge in smart environments is the ability to accurately distinguish and categorize the various types of objects within t...

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Bibliographic Details
Main Authors: Sana Abdelaziz Bkheet, Johnson I. Agbinya, Gamal Saad Mohamed Khamis
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:IoT
Subjects:
the Internet of Things (IoT)
smart objects
recurrent neural network (RNN)
long short-term memory (LSTM)
Online Access:https://www.mdpi.com/2624-831X/5/4/38
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