A surrogate model based on feature selection techniques and regression learners to improve soybean yield prediction in southern France

A new approach to crop model calibration: Phenotyping plus post‐processing

(2020) Pierre Casadebaig et al.   CROP SCIENCE

A CNN-RNN Framework for Crop Yield Prediction

(2020) Saeed Khaki et al.   Frontiers in Plant Science

Satellite-based soybean yield forecast: Integrating machine learning and weather data for improving crop yield prediction in southern Brazil

(2020) Raí A. Schwalbert et al.   AGRICULTURAL AND FOREST METEOROLOGY

A Language Identification System using Hybrid Features and Back-Propagation Neural Network

(2020) Deepti Deshwal et al.   APPLIED ACOUSTICS

Using Artificial Neural Networks and Remotely Sensed Data to Evaluate the Relative Importance of Variables for Prediction of Within-Field Corn and Soybean Yields

(2020) Angela Kross et al.   Remote Sensing

Predicting Soybean Yield at the Regional Scale Using Remote Sensing and Climatic Data

(2020) Alexey Stepanov et al.   Remote Sensing

Soybean Yield Estimation and Its Components: A Linear Regression Approach

(2020) Marcelo Chan Fu Wei et al.   Agriculture-Basel

A Supervised Filter Feature Selection method for mixed data based on Spectral Feature Selection and Information-theory redundancy analysis

(2020) Saúl Solorio-Fernández et al.   PATTERN RECOGNITION LETTERS

Calibration and evaluation of the STICS soil-crop model for faba bean to explain variability in yield and N2 fixation

(2019) Gatien N. Falconnier et al.   EUROPEAN JOURNAL OF AGRONOMY

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

(2019) Jie Sun et al.   SENSORS

Soybean yield prediction from UAV using multimodal data fusion and deep learning

(2019) Maitiniyazi Maimaitijiang et al.   REMOTE SENSING OF ENVIRONMENT

Correlation Coefficients

(2018) Patrick Schober et al.   ANESTHESIA AND ANALGESIA

Evaluating accuracy of DSSAT model for soybean yield estimation using satellite weather data

(2018) Gustavo Ovando et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Feature selection for classification tasks: Expert knowledge or traditional methods?

(2018) David Camilo Corrales et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

A recommendation system for meta-modeling: A meta-learning based approach

(2016) Can Cui et al.   EXPERT SYSTEMS WITH APPLICATIONS

Accuracy, robustness and behavior of the STICS soil–crop model for plant, water and nitrogen outputs: Evaluation over a wide range of agro-environmental conditions in France

(2015) Elsa Coucheney et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

SUNFLO, a model to simulate genotype-specific performance of the sunflower crop in contrasting environments

(2010) Pierre Casadebaig et al.   AGRICULTURAL AND FOREST METEOROLOGY

Calibration and performance evaluation of soybean and spring wheat cultivars using the STICS crop model in Eastern Canada

(2010) G. Jégo et al.   FIELD CROPS RESEARCH

Support Vector Machines for classification and regression

(2009) Richard G. Brereton et al.   ANALYST

A wrapper method for feature selection using Support Vector Machines

(2009) Sebastián Maldonado et al.   INFORMATION SCIENCES

Analysis of potential yields and yield gaps of rainfed soybean in India using CROPGRO-Soybean model

(2008) V.S. Bhatia et al.   AGRICULTURAL AND FOREST METEOROLOGY

Open-source machine learning: R meets Weka

(2008) Kurt Hornik et al.   COMPUTATIONAL STATISTICS