El Mostafa Qannari

Clustering of Variables Around Latent Components

Évelyne Vigneau, El Mostafa Qannari · Communications in Statistics - Simulation and Computation · 2003 · 173 citations

Business, Data Science, Data Analytics +16

Defining the underlying sensory dimensions

El Mostafa Qannari, Ian Wakeling, Philippe Courcoux et al. · Food Quality and Preference · 2000 · 139 citations

Life Sciences, Neuroscience, Sensory Neuroscience +11

Extension and significance testing of Variable Importance in Projection (VIP) indices in Partial Least Squares regression and Principal Components Analysis

Benjamin Mahieu, El Mostafa Qannari, Benoît Jaillais · Chemometrics and Intelligent Laboratory Systems · 2023 · 114 citations · Full text

Computing, Behavioral Sciences, Projection Mapping +12

Discrimination on latent components with respect to patterns. Application to multicollinear data

Hicham Noçairi, El Mostafa Qannari, Évelyne Vigneau et al. · Computational Statistics & Data Analysis · 2003 · 95 citations

Social Sciences, Biostatistics, Discrimination +10

Principal component regression, ridge regression and ridge principal component regression in spectroscopy calibration

Evelyne Vigneau, Marie‐Françoise Devaux, El Mostafa Qannari et al. · Journal of Chemometrics · 1997 · 91 citations

Pharmacy, Data Science, Analytical Chemistry +15