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View article: Federated Learning: Crop classification in a smart farm decentralised network
Federated Learning: Crop classification in a smart farm decentralised network Open
In this paper, the application of federated learning to smart farming has been investigated. The Federated averaging model has been used to carry out crop classification using climatic parameters as independent variables and crop types as …
View article: Comparative analysis of data using machine learning algorithms: A hydroponics system use case
Comparative analysis of data using machine learning algorithms: A hydroponics system use case Open
This paper makes a comparison of machine learning algorithms for the analysis of four hydroponic datasets. Data have been gathered daily from hydroponic systems to predict the output of the hydroponic systems. This research compares the pe…