IoT and Machine Learning Approaches for Classification in Smart Farming

SB Kasturi, CH Ellaji, D Ganesh… - Journal of Survey …, 2023 - sifisheriessciences.com
Precision farming is the future of conventional farming. The digitization of farming has led to
the development of machine learning (ML) systems in a variety of administrative areas so …

[PDF][PDF] Machine learning applications in IoT based agriculture and smart farming: A review

MWP Maduranga, R Abeysekera - Int. J. Eng. Appl. Sci. Technol, 2020 - ijeast.com
the Internet of Things (IoT) technology has revolutionized every aspect of everyday life by
making everything smarter. Among the vast range of IoT applications, IoT based smart …

[PDF][PDF] Machine learning prediction analysis using IoT for smart farming

A Rehman, J Liu, L Keqiu, A Mateen, MQ Yasin - Int. J, 2020 - researchgate.net
Commonly, the implementation of agricultural practices (eg, ploughing, sowing, watering,
pests control, and harvesting.) purely depends on climate change, recommendations from …

Smart farming using machine learning and IoT

A Sen, R Roy, SR Dash - … using the IoT and machine learning, 2021 - Wiley Online Library
From the early civilization till the date, three things: Shelter, Garment and Food are main
mantra of a human being. People are quite advanced with modern houses and dresses. But …

Crop prediction model using machine learning algorithms

E Elbasi, C Zaki, AE Topcu, W Abdelbaki, AI Zreikat… - Applied Sciences, 2023 - mdpi.com
Machine learning applications are having a great impact on the global economy by
transforming the data processing method and decision making. Agriculture is one of the …

An In‐Depth Review on Machine Learning Infusion in an Agricultural Production System

S Dash, S Priyadarshini… - How Machine Learning is …, 2024 - Wiley Online Library
Agriculture has the ability to sustain human existence by maintaining food security. The
three main factors that affect food security are overpopulation, climate variability, and …

Smart Agriculture Using IoT and Machine Learning

S Shetty, AB Smitha - … Using Advanced Technologies: Data Analytics and …, 2021 - Springer
Agriculture is the essential and most vital profession of our nation because it balances food
necessity and furthermore the fundamental crude materials for a few enterprises, and there …

[PDF][PDF] Machine Learning Applications in Agriculture

P Prema, A Veeramani, T Sivakumar - Journal of Agriculture Research …, 2022 - jart.co.in
Agriculture plays a vital role in the economic growth of the country. To meet out the food
requirement of the increase of population is a challenging task with frequent changes in …

Applicability of machine learning algorithms for intelligent farming

B Verma, N Sharma, I Kaushik, B Bhushan - … in data science, IoT and cloud …, 2021 - Springer
Agriculture contributes enormously to the growth and economy of a country due to which it
becomes important to upgrade the agricultural facilities for farmers that simulate them for …

Machine Learning Enabled Smart Farming: The Demand of the Time

HS Negi, SC Dimri - 2022 Seventh International Conference on …, 2022 - ieeexplore.ieee.org
As we all know that population is increasing day by day; simultaneously we need increase in
agro production so that India should be self reliance in the field of production of all types of …