The Significance of Industry 4.0 Technologies in Enhancing Various Unit Operations Applied in the Food Sector: Focus on Food Drying

A Hassoun, A Aït-Kaddour, I Dankar, J Safarov… - Food and Bioprocess …, 2024 - Springer
Food unit operations refer to the engineering processes involved in transforming raw
materials into desirable food products, taking into account the main laws and principles that …

Modified sparse regression to solve heterogeneity and hybrid models for increasing the prediction accuracy of seaweed big data with outliers

OJ Ibidoja, FP Shan, MKM Ali - Scientific Reports, 2024 - nature.com
The linear regression is critical for data modelling, especially for scientists. Nevertheless,
with the plenty of high-dimensional data, there are data with more explanatory variables …

Identifying heterogeneity for increasing the prediction accuracy of machine learning models

PR Kumar, MKM Ali, OJ Ibidoja - Journal of the Nigerian Society …, 2024 - journal.nsps.org.ng
In recent years, the significance of machine learning in agriculture has surged, particularly in
post-harvest monitoring for sustainable aquaculture. Challenges like heterogeneity …