Authenticity assessment of ground black pepper by combining headspace gas-chromatography ion mobility spectrometry and machine learning

The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluation

Davide Chicco, Niklas Tötsch, Giuseppe Jurman · BioData Mining · 2021 · 893 citations · Full text

Life Sciences, Bioinformatics, Data Mining +12

Target vs spectral fingerprint data analysis of Iberian ham samples for avoiding labelling fraud using headspace – gas chromatography–ion mobility spectrometry

Natalia Arroyo‐Manzanares, Andrés Martín-Gómez, Rocío Garrido‐Delgado et al. · Food Chemistry · 2017 · 202 citations

Agriculture, Food Science, Analytical Chemistry +11

Biochemical changes induced by dominant bacteria in chill-stored silver carp (Hypophthalmichthys molitrix) and GC-IMS identification of volatile organic compounds

Shiliang Jia, Yan Li, Shuai Zhuang et al. · Food Microbiology · 2019 · 185 citations

Agriculture, Food Science, Microbiology +17

What are the scientific challenges in moving from targeted to non-targeted methods for food fraud testing and how can they be addressed? – Spectroscopy case study

Terry McGrath, Simon A. Haughey, Jenny Patterson et al. · Trends in Food Science & Technology · 2018 · 184 citations · Full text

Agriculture, Chemistry, Food Science +14

Resolution-optimized headspace gas chromatography-ion mobility spectrometry (HS-GC-IMS) for non-targeted olive oil profiling

Natalie Gerhardt, Markus Birkenmeier, Daniel P. Sanders et al. · Analytical and Bioanalytical Chemistry · 2017 · 165 citations

Natural Sciences, Biochemistry, Analytical Chemistry +11