[PDF][PDF] Crop recommendation system using machine learning

D Gosai, C Raval, R Nayak, H Jayswal… - International Journal of …, 2021 - academia.edu
ABSTRACT A vast fraction of the population of India considers agriculture as its primary
occupation. The production of crops plays an important role in our country. Bad quality crop …

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 …

Streamlit-based enhancing crop recommendation systems with advanced explainable artificial intelligence for smart farming

Y Akkem, SK Biswas, A Varanasi - Neural Computing and Applications, 2024 - Springer
The main objective of this paper is to clarify the importance of explainability in the crop
recommendation process and provide insights on how Explainable Artificial Intelligence …

Agi for agriculture

G Lu, S Li, G Mai, J Sun, D Zhu, L Chai, H Sun… - arxiv preprint arxiv …, 2023 - arxiv.org
Artificial General Intelligence (AGI) is poised to revolutionize a variety of sectors, including
healthcare, finance, transportation, and education. Within healthcare, AGI is being utilized to …

Hyperparameter learning for deep learning-based recommender systems

D Wu, B Sun, M Shang - IEEE transactions on services …, 2023 - ieeexplore.ieee.org
Deep learning (DL)-based recommender system (RS), particularly for its advances in the
recent five years, has been startling. It reshapes the architectures of traditional RSs by lifting …

Voting classifier-based crop recommendation

R Bandi, MSS Likhit, SR Reddy, SR Bodla… - SN Computer …, 2023 - Springer
The three most important necessities for human life are food, shelter, and clothing. Young
people who are technologically savvy have witnessed a significant scientific increase in the …

Joint content caching and recommendation in opportunistic mobile networks through deep reinforcement learning and broad learning

D Yu, T Wu, C Liu, D Wang - IEEE Transactions on Services …, 2023 - ieeexplore.ieee.org
Edge caching has been a research hotspot of the Mobile Edge Computing (MEC) in recent
years, which is an effective way to ease the burden of traffic in cellular networks. It places …

Crop recommendation system using machine learning algorithms

G Chauhan, A Chaudhary - 2021 10th international conference …, 2021 - ieeexplore.ieee.org
India is a predominantly agricultural country, with agriculture playing animportant part in the
Indian economy and people's lives. Crops are recommended based on soil, weather …

Smart crop recommender system-a machine learning approach

RK Ray, SK Das, S Chakravarty - 2022 12th International …, 2022 - ieeexplore.ieee.org
Machine learning has proven its efficacy in solving agricultural problems in the recent years
such as crop recommendation, crop yield prediction, and many such. With the advancement …

[PDF][PDF] An effective crop recommendation method using machine learning techniques

D Garg, M Alam - … journal of advanced technology and engineering …, 2023 - researchgate.net
The soil plays a vital role in agriculture, and soil testing serves as the initial step in
determining the optimal nutrient levels for cultivating specific crops. Machine learning (ML) …