Forecasting the milk yield of cows on farms equipped with automatic milking system with the use of decision trees

D Piwczyński, B Sitkowska, M Kolenda… - Animal Science …, 2020 - Wiley Online Library
The purpose of this paper was to utilize the decision trees technique to determine the factors
responsible for high monthly milk yield in Polish Holstein‐Friesian cows from 27 herds …

Forecasting milking efficiency of dairy cows milked in an automatic milking system using the decision tree technique

J Aerts, M Kolenda, D Piwczyński, B Sitkowska… - Animals, 2022 - mdpi.com
Simple Summary Automatic milking systems are gaining popularity worldwide as they help
in monitoring milk production traits, inter alia, milking efficiency defined as milk yield divided …

Prediction of lactational milk yield of cows based on data recorded by AMS during the periparturient period

P Kliś, D Piwczyński, A Sawa, B Sitkowska - Animals, 2021 - mdpi.com
Simple Summary Barns equipped with the automatic milking system (AMS) record huge
amounts of data on milk flow rate, milk yield and composition, milk temperature, amount of …

Regression tree analysis for predicting body weight of Nigerian Muscovy duck (Cairina moschata)

AO Oguntunji - Genetika, 2017 - doiserbia.nb.rs
Morphometric parameters and their indices are central to the understanding of the type and
function of livestock. The present study was conducted to predict body weight (BWT) of adult …

[PDF][PDF] Valuation of massive artificial insemination programs and the economic impact for Indonesia

A Firman, S Kuswaryan, L Nurlina, MH Hadiana… - Adv. Anim. Vet …, 2023 - researchgate.net
Indonesian Ministry of Agriculture has made a breakthrough in increasing the cattle
population to reduce supply inequality through a massive artificial insemination program …

Scrotal circumference, bodyweight and semen characteristics in growing dairy-breed natural-service bulls in Tasmania, Australia

RK Waite, CJ Dwyer, DS Beggs… - New Zealand …, 2019 - Taylor & Francis
Aims: To provide herd managers with a set of decision rules allowing them to predict the
likelihood that a juvenile bull is ready for Bull Breeding Soundness Evaluation (BBSE), or …

A Literature Review of Modeling Approaches Applied to Data Collected in Automatic Milking Systems

L Ozella, K Brotto Rebuli, C Forte, M Giacobini - Animals, 2023 - mdpi.com
Simple Summary Automatic milking systems (AMSs) are revolutionizing dairy farming
worldwide. Not only do they control the milking process, but they also bring changes to the …

[PDF][PDF] Factors affecting first insemination success in Polish Holstein-Fresian cows.

K Siatka, A Sawa, D Piwczyński, M Bogucki… - 2018 - igbzpan.pl
The effects parity, herd production level, number of cows per herd, insemination season and
lactation stage on the relationships between daily milk and first insemination success of 55 …

A Literature Review on the Use of Modeling Approaches Applied to Automatic Milking Systems

L Ozella, K BROTTO REBULI, C Forte, M Giacobini - ANIMALS, 2023 - iris.unito.it
Automatic milking systems (AMSs) are among the earliest Precision Livestock Farming
developments that have transformed dairy farming worldwide. This review aims to gather …

[PDF][PDF] Characterization of Sensor and Non-sensor Cow, Herd Management, and Environmental Data and Use of Machine Learning Algorithms for Prediction of …

G Granados - 2022 - ecommons.cornell.edu
The overarching objective of the research presented in this thesis was to characterize
associations between cow, herd, and environmental data with insemination outcome, and …