Classification and yield prediction in smart agriculture system using IoT

A reinforced random forest model for enhanced crop yield prediction by integrating agrarian parameters

(2021) Dhivya Elavarasan et al.   Journal of Ambient Intelligence and Humanized Computing

Efficient agricultural yield prediction using metaheuristic optimized artificial neural network using Hadoop framework

(2020) C. P. Saranya et al.   SOFT COMPUTING

Wheat crop yield prediction using new activation functions in neural network

(2020) Shital H. Bhojani et al.   NEURAL COMPUTING & APPLICATIONS

Crop Yield Prediction through Proximal Sensing and Machine Learning Algorithms

(2020) Farhat Abbas et al.   Agronomy-Basel

Autumn Crop Yield Prediction using Data-Driven Approaches:- Support Vector Machines, Random Forest, and Deep Neural Network Methods

(2020) Chaoya Dang et al.   CANADIAN JOURNAL OF REMOTE SENSING

Crop yield prediction using machine learning: A systematic literature review

(2020) Thomas van Klompenburg et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An efficient IoT based smart farming system using machine learning algorithms

(2020) Nermeen Gamal Rezk et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Crop Yield Prediction Using Multitemporal UAV Data and Spatio-Temporal Deep Learning Models

(2020) Petteri Nevavuori et al.   Remote Sensing

An approach to forecast grain crop yield using multi-layered, multi-farm data sets and machine learning

(2019) Patrick Filippi et al.   PRECISION AGRICULTURE

Performance Evaluation of Best Feature Subsets for Crop Yield Prediction Using Machine Learning Algorithms

(2019) Maya Gopal P. S. et al.   APPLIED ARTIFICIAL INTELLIGENCE

Crop yield prediction with deep convolutional neural networks

(2019) Petteri Nevavuori et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A novel approach for efficient crop yield prediction

(2019) P.S. Maya Gopal et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A smart agriculture IoT system based on deep reinforcement learning

(2019) Fanyu Bu et al.   Future Generation Computer Systems-The International Journal of eScience

County-Level Soybean Yield Prediction Using Deep CNN-LSTM Model

(2019) Jie Sun et al.   SENSORS

Butterfly optimization algorithm: a novel approach for global optimization

(2018) Sankalap Arora et al.   SOFT COMPUTING

Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features

(2018) Zhihui Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Rank-Constrained Spectral Clustering With Flexible Embedding

(2018) Zhihui Li et al.   IEEE Transactions on Neural Networks and Learning Systems

AgriPrediction: A proactive internet of things model to anticipate problems and improve production in agricultural crops

(2018) Uélison Jean L. dos Santos et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Zero-shot event detection via event-adaptive concept relevance mining

(2018) Zhihui Li et al.   PATTERN RECOGNITION