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 …
with the plenty of high-dimensional data, there are data with more explanatory variables …
How many parameters are needed to represent polar sea ice surface patterns and heterogeneity?
Sea ice surface patterns encode more information than can be represented solely by the ice
fraction. The aim of this paper is thus to establish the importance of using a broader set of …
fraction. The aim of this paper is thus to establish the importance of using a broader set of …
Digital transformation of the agricultural industry: Behavioral decision-making, influencing factors, and simulation practices in the Yunnan highlands
L Zhao, H Chen, C Wen, J Yu - Journal of Environmental Management, 2024 - Elsevier
Motivating the agricultural industry to engage in digital transformation is a challenge
academically and socially. It is of great significance to study the choice of digital …
academically and socially. It is of great significance to study the choice of digital …
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 …
post-harvest monitoring for sustainable aquaculture. Challenges like heterogeneity …
Optimizing precision farming: enhancing machine learning efficiency with robust regression techniques in high-dimensional data
NHA Afouna, MKM Ali - Journal of the Nigerian Society of …, 2025 - journal.nsps.org.ng
Smart precision farming leverages IoT, cloud computing, and big data to optimize
agricultural productivity, lower costs, and promote sustainability through digitalization and …
agricultural productivity, lower costs, and promote sustainability through digitalization and …
The Impact of Heterogeneity in High-Ranking Variables Using Precision Farming
NA Afouna, MKM Ali - Malaysian Journal of Fundamental and Applied …, 2024 - mjfas.utm.my
Smart precision farming combines IoT, cloud computing, and big data to optimize
agricultural productivity, reduce costs, and advance sustainability through digitalization and …
agricultural productivity, reduce costs, and advance sustainability through digitalization and …
Atmosphere-Surface Coupling in the Marginal Ice Zone: The Influence of Surface Heterogeneity
JJ Fogarty - 2024 - search.proquest.com
Climate models underestimate Arctic sea ice loss through ocean-atmospheric interactions
that are improperly modeled. One reason for this disconnect is the heterogeneity of sea ice …
that are improperly modeled. One reason for this disconnect is the heterogeneity of sea ice …