Ilham Bouzida

A comparative study between a new method and other machine learning algorithms for soil organic carbon and total nitrogen prediction using near infrared spectroscopy

Reda Rabie, Taoufiq Saffaj, Ilham Bouzida et al. · Chemometrics and Intelligent Laboratory Systems · 2019 · 96 citations

Biogeochemistry, Precision Agriculture, Environmental Monitoring +12

Predicting soil phosphorus and studying the effect of texture on the prediction accuracy using machine learning combined with near-infrared spectroscopy

Reda Rabie, Taoufiq Saffaj, Salah Eddine Itqiq et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2020 · 43 citations

Soil Property, Precision Agriculture, Environmental Monitoring +10

Optimized variable selection and machine learning models for olive oil quality assessment using portable near infrared spectroscopy

Reda Rabie, Taoufiq Saffaj, Ilham Bouzida et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2023 · 29 citations

Engineering, Machine Learning, Data Science +12

Comparing CalReg performance with other multivariate methods for estimating selected soil properties from Moroccan agricultural regions using NIR spectroscopy

Reda Rabie, Taoufiq Saffaj, Hatim Derrouz et al. · Chemometrics and Intelligent Laboratory Systems · 2021 · 27 citations

Nir Spectroscopy, Soil Property, Biogeochemistry +14