Devdiscourse

Agriculture turns to AI: Global trends in land use and crop monitoring

Deep learning approaches, particularly convolutional neural networks (CNNs) and other architectures, were used in 49 papers. These models excel at image-based tasks such as land cover classification, ...
Scientific Research Publishing

Accurate Classification of Diabetes via PM Generative AI ()

2) The Oral Glucose Tolerance Test (OGTT) evaluates blood sugar levels two hours post-consumption of a 75 g glucose solution.
IEEE

Higher Accuracy of Crop Recommendation Using K-Nearest Neighbors Algorithm Algorithm Over Decision Tree Algorithm

Abstract: The main goal of this study is to achieve higher accuracy in crop recommendation by evaluating and comparing the performance of different machine learning classifiers [1]. Specifically, we ...
Frontiers

Real-world data-driven early warning system for risk-stratified liver injury in hospitalized COVID-19 patients—Machine learning models for clinical decision support

Objective: To develop and validate a real-world evidence-driven early warning system for the risk-stratified prediction of coronavirus disease 2019 (COVID-19)-associated hepatic dysfunction in ...
IEEE

The Cascade Decision-Tree Improvement Algorithm Based on Unbalanced Data Set

Abstract: In the past research, the data mining that using single classifier can not obtain satisfactory results. This paper proposed an improved decision-tree classification algorithm MAdaBoost for ...