Predicting dairy pen dry matter intake distribution using machine learning

MODNUT 2022 presentation, Sardini, Italy.

Padraig Lucey https://www.linkedin.com/in/p%C3%A1draig-lucey-687506124/
2022-09-19
Page Title

This is the slideset I presented of my PhD work on a model building process to predict the distribution shape and parameters of dry matter intake for dairy cow pens.

I gave this presentation at the MODNUT (Modelling Nutrient Digestion and Utilization in Farm Animals) conference in Alghero, Sardinia on the 19th of September 2022.

This work focused on the model building process of a machine learning neural network that will predict a distribution type and its parameters after training to a database of simulated cow pens and group level statistics of each pen.

Citation

For attribution, please cite this work as

Lucey (2022, Sept. 19). Dairy Data Science: Predicting dairy pen dry matter intake distribution using machine learning. Retrieved from https://dairydatascience.com/posts/2022-09-19-predicting-dairy-pen-dry-matter-intake-distribution-modnut-2022-presentation/

BibTeX citation

@misc{lucey2022predicting,
  author = {Lucey, Padraig},
  title = {Dairy Data Science: Predicting dairy pen dry matter intake distribution using machine learning},
  url = {https://dairydatascience.com/posts/2022-09-19-predicting-dairy-pen-dry-matter-intake-distribution-modnut-2022-presentation/},
  year = {2022}
}