Developing an automated monitoring system for fast and accurate prediction of soil texture using an image-based deep learning network and machine vision system

R Azadnia, A Jahanbakhshi, S Rashidi, P Bazyar - Measurement, 2022 - Elsevier
To guarantee proper seedbed preparation, it is important to assess and control soil
aggregate size in tillage operations. Doing so would lead to higher crop yield and more …

Analysis of crop prediction models using data analytics and ML techniques: a review

SD Shingade, RP Mudhalwadkar - Multimedia Tools and Applications, 2024 - Springer
One of the essential fields contributing to a nation's development is Agriculture. An efficient
recommendation of crops is essential for strategic plan determination in the agricultural …

Knee osteoarthritis detection using deep feature based on convolutional neural network

DA Zebari, SS Sadiq… - … Conference on Computer …, 2022 - ieeexplore.ieee.org
Various diseases have recently wreaked influence on people's way of life. Several bone
illnesses significantly influence the quality of life, including Knee Osteoarthritis. When the …

Agriculture Yield Estimation Using Machine Learning Algorithms

R Raman, H Kantari, AA Gokhale… - … on Automation and …, 2024 - ieeexplore.ieee.org
Storage, distribution, pricing, marketing, import/export, and other policy considerations all
depend on accurate and timely crop output estimates. The directorates of economics and …

[PDF][PDF] Enhancing Heart Disease Diagnosis Using Machine Learning Classifiers

AAH Alkurdi - Fusion: Practice and Applications, 2023 - researchgate.net
Heart diseases are the primary cause of death worldwide. The approximate mortality rate
due to cardiovascular diseases is a staggering 18 million lives per year. many human lives …

Skin lesions classification using deep learning techniques

OS Kareem, AM Abdulazee… - Asian Journal of …, 2021 - archive.sdpublishers.com
Skin cancer is a significant health problem. More than 123,000 new cases per year are
recorded. Melanoma is the most popular type of skin cancer, leading to more than 9000 …

Soil classification based on machine learning for crop suggestion

SNFLM Azmin, N Arbaiy - … of Soft Computing and Data Mining, 2022 - publisher.uthm.edu.my
A system for classifying and arranging information about soil is known as soil classification.
This category of soil was formed in response to a need for a simple, consistent, and easy-to …

Analysis of dense descriptors in 3D face recognition

DA Zebari, AR Abrahim, DA Ibrahim… - 2021 IEEE 11th …, 2021 - ieeexplore.ieee.org
In the past years, a revolution took place in the world of technology and developed rapidly in
all areas, covering various aspects of life. One of the hottest topics that researchers work in …

An integrated Gapso approach for solving problem of an examination timetabiking system

AF Jahwar, AM Abdulazeez… - … IEEE Symposium on …, 2021 - ieeexplore.ieee.org
Examination timetabling is a discrete, multi-objective and combinatorial optimization
problem which tends to be solved with a cooperation of stochastic search approaches such …

Comparative study for classification algorithms performance in crop yields prediction systems

HR Ismael, AM Abdulazeez… - Qubahan Academic …, 2021 - journal.qubahan.com
The agriculture importance is not restricted to our daily life; it is also an effective field that
enhances the economic growth in any country. Therefore, developing the quality of the crop …