Smart farming prediction models for precision agriculture: a comprehensive survey
DK Kwaghtyo, CI Eke - Artificial Intelligence Review, 2023 - Springer
Considering the variability of the farming resources such as soil, fertilizer and weather
conditions including crops. Proper utilization of these resources for high yield is paramount …
conditions including crops. Proper utilization of these resources for high yield is paramount …
Enhancing the random forest model via synthetic minority oversampling technique for credit-card fraud detection
Fraudsters increasingly exploit unauthorized credit card information for financial gain,
targeting un-suspecting users, especially as financial institutions expand their services to …
targeting un-suspecting users, especially as financial institutions expand their services to …
Strategic Feature Selection for Enhanced Scorch Prediction in Flexible Polyurethane Form Manufacturing
F Omoruwou, AA Ojugo… - Journal of Computing …, 2024 - dl.futuretechsci.org
The occurrence of scorch during the production of flexible polyurethane is a significant issue
that negatively impacts foam products' resilience and generally jeopardizes their integrity …
that negatively impacts foam products' resilience and generally jeopardizes their integrity …
Crop prediction based on soil and environmental characteristics using feature selection techniques
Earlier, crop cultivation was undertaken on the basis of farmers' hands-on expertise.
However, climate change has begun to affect crop yields badly. Consequently, farmers are …
However, climate change has begun to affect crop yields badly. Consequently, farmers are …
CoSoGMIR: A Social Graph Contagion Diffusion Framework using the Movement-Interaction-Return Technique
Besides the inherent benefits of exchanging information and interactions between nodes on
a social graph, they can also become a means for the propagation of knowledge. Social …
a social graph, they can also become a means for the propagation of knowledge. Social …
Prediction of land suitability for crop cultivation based on soil and environmental characteristics using modified recursive feature elimination technique with various …
Crop cultivation prediction is an integral part of agriculture and is primarily based on factors
such as soil, environmental features like rainfall and temperature, and the quantum of …
such as soil, environmental features like rainfall and temperature, and the quantum of …
[PDF][PDF] DeGATraMoNN: Deep Learning Memetic Ensemble to Detect Spam Threats via a Content-Based Processing
Technological growth is targeted at advancing society to higher sophistication with ease.
The birth and advances of the Internet to ease sharing of resources can be attributed to …
The birth and advances of the Internet to ease sharing of resources can be attributed to …
Evaluation of three feature dimension reduction techniques for machine learning-based crop yield prediction models
Machine learning (ML) has been widely used worldwide to develop crop yield forecasting
models. However, it is still challenging to identify the most critical features from a dataset …
models. However, it is still challenging to identify the most critical features from a dataset …
A modified genetic algorithm and weighted principal component analysis based feature selection and extraction strategy in agriculture
KA Shastry, HA Sanjay - Knowledge-Based Systems, 2021 - Elsevier
Data pre-processing is a technique that transforms the raw data into a useful format for
applying machine learning (ML) techniques. Feature selection (FS) and feature extraction …
applying machine learning (ML) techniques. Feature selection (FS) and feature extraction …
[PDF][PDF] Quest for Empirical Solution to Runoff Prediction in Nigeria via Random Forest Ensemble: Pilot Study
BO Malasowe, BE Edim, W Adigwe… - … in Multidisciplinary & …, 2024 - unidel.edu.ng
Environmental factors and features often change to result in either harsh weather conditions
or rainfall, which often calms the weather as well as provides fast, significant downstream …
or rainfall, which often calms the weather as well as provides fast, significant downstream …