Predicting on multi-target regression for the yield of sweet potato by the market class of its roots upon vegetation indices

A combined architecture of multivariate LSTM with Mahalanobis and Z-Score transformations for oil price forecasting

(2021) Siddhaling Urolagin et al.   ENERGY

Use of remote sensing to characterize the phenological development and to predict sweet potato yield in two growing seasons

(2021) Danilo Tedesco et al.   EUROPEAN JOURNAL OF AGRONOMY

A comprehensive review of sweet potato (Ipomoea batatas [L.] Lam): Revisiting the associated health benefits

(2021) Mohammad Khairul Alam   TRENDS IN FOOD SCIENCE & TECHNOLOGY

Crop Yield Prediction through Proximal Sensing and Machine Learning Algorithms

(2020) Farhat Abbas et al.   Agronomy-Basel

Methodology for selective coffee harvesting in management zones of yield and maturation

(2020) Elizabeth Haruna Kazama et al.   PRECISION AGRICULTURE

Forecasting fire risk with machine learning and dynamic information derived from satellite vegetation index time-series

(2020) Yaron Michael et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Quality and nutritional characteristics of traditional curd cheese enriched with thermo‐coagulated acid whey protein and indigenous Lactococcus lactis strain

(2020) Justina Mileriene et al.   INTERNATIONAL JOURNAL OF FOOD SCIENCE AND TECHNOLOGY

Modeling Land Suitability for Rice Crop Using Remote Sensing and Soil Quality Indicators: The Case Study of the Nile Delta

(2020) Ahmed A. El Baroudy et al.   Sustainability

A comparative study of patient and staff safety evaluation using tree-based machine learning algorithms

(2020) Mecit Can Emre Simsekler et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A novel framework to detect conventional tillage and no-tillage cropping system effect on cotton growth and development using multi-temporal UAS data

(2019) Akash Ashapure et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Unraveling the Hexaploid Sweetpotato Inheritance Using Ultra-Dense Multilocus Mapping

(2019) Marcelo Mollinari et al.   G3-Genes Genomes Genetics

Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review

(2018) Anna Chlingaryan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Multi-Output Tree Chaining: An Interpretative Modelling and Lightweight Multi-Target Approach

(2018) Saulo Martiello Mastelini et al.   Journal of Signal Processing Systems for Signal Image and Video Technology

Multi-target support vector regression via correlation regressor chains

(2017) Gabriella Melki et al.   INFORMATION SCIENCES

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A survey on multi-output regression

(2015) Hanen Borchani et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Tuberização e produtividade de batata-doce em função de datas de plantio em clima subtropical

(2014) Lígia Erpen et al.   BRAGANTIA

Inversion of the PROSAIL model to estimate leaf area index of maize, potato, and sunflower fields from unmanned aerial vehicle hyperspectral data

(2013) Si-Bo Duan et al.   International Journal of Applied Earth Observation and Geoinformation

Multioutput Support Vector Regression for Remote Sensing Biophysical Parameter Estimation

(2011) D. Tuia et al.   IEEE Geoscience and Remote Sensing Letters

Using single- and multi-target regression trees and ensembles to model a compound index of vegetation condition

(2009) Dragi Kocev et al.   ECOLOGICAL MODELLING