Benjamin Mahieu

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 · 91 citations · Full text

Variable Importance, Education, Principal Components Analysis +7

Free-comment outperformed check-all-that-apply in the sensory characterisation of wines with consumers at home

Benjamin Mahieu, Michel Visalli, Arnaud Thomas et al. · Food Quality and Preference · 2020 · 45 citations

Customer Satisfaction, Behavioral Sciences, Advertising +11

A multiple-response chi-square framework for the analysis of Free-Comment and Check-All-That-Apply data

Benjamin Mahieu, Pascal Schlich, Michel Visalli et al. · Food Quality and Preference · 2021 · 33 citations · Full text

Natural Language Processing, Engineering, Data Science +9

Concurrent vs. retrospective temporal data collection: Attack-evolution-finish as a simplification of Temporal Dominance of Sensations?

Michel Visalli, Benjamin Mahieu, A. Thomas et al. · Food Quality and Preference · 2020 · 30 citations · Full text

Temporal Dominance, Cognitive Science, Experimental Psychology +11

Eating chocolate, smelling perfume or watching video advertisement: Does it make any difference on emotional states measured at home using facial expressions?

Benjamin Mahieu, Michel Visalli, Pascal Schlich et al. · Food Quality and Preference · 2019 · 28 citations · Full text

Behavioral Sciences, Emotional States, Facial Expressions +12