English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

In April 2022, the Vistamilk SFI Research Centre organized the second editionof the "International Workshop on Spectroscopy and Chemometrics - Applicationsin Food and Agriculture". Within this event, a data challenge was organizedamong participants of the workshop. Such data competition aimed at developing aprediction model to discriminate dairy cows' diet based on milk spectralinformation collected in the mid-infrared region. In fact, the development ofan accurate and reliable discriminant model for dairy cows' diet can provideimportant authentication tools for dairy processors to guarantee product originfor dairy food manufacturers from grass-fed animals. Different statistical andmachine learning modelling approaches have been employed during the workshop,with different pre-processing steps involved and different degree ofcomplexity. The present paper aims to describe the statistical methods adoptedby participants to develop such classification model.

Classification of cow diet based on milk mid infrared spectra: a data  analysis competition at the "International workshop of spectroscopy and  chemometrics 2022"