[HTML][HTML] Weight and volume estimation of poultry and products based on computer vision systems: a review

I Nyalala, C Okinda, C Kunjie, T Korohou, L Nyalala… - Poultry Science, 2021 - Elsevier
The appearance, size, and weight of poultry meat and eggs are essential for production
economics and vital in the poultry sector. These external characteristics influence their …

Discriminant canonical tool for differential biometric characterization of multivariety endangered hen breeds

A González Ariza, A Arando Arbulu, JM León Jurado… - Animals, 2021 - mdpi.com
Simple Summary Breed undefinition boosts the risk of irreversible breed loss due to its
substitution by dominant breeds. Breed loss results detrimental for the fraction of the genetic …

[PDF][PDF] Use of data mining algorithms chaid and cart in predicting egg weight from egg quality traits of indigenous free-range chickens in zambia

S Liswaniso, N Qin, TL Tyasi, IM Chimbaka - Adv. Anim. Vet. Sci, 2021 - academia.edu
This study aimed to evaluate the performance of data mining algorithms Chi-square
Automatic Interaction Detector (CHAID) and Classification And Regression Tree (CART) in …

Selection-driven chicken phenome and phenomenon of pectoral angle variation across different chicken phenotypes

AB Vakhrameev, VG Narushin, TA Larkina… - Livestock Science, 2022 - Elsevier
An appreciation of the synergy between genome and phenome of poultry breed is essential
for a complete understanding of their biology. Phenotypic traits are shaped under the …

[PDF][PDF] Multivariate adaptive regression splines data mining algorithm for prediction of body weight of Hy-line silver brown commercial layer chicken breed

TL Tyasi, KM Makgowo, K Mokoena… - Adv. Anim …, 2020 - nexusacademicpublishers.com
Multivariate Adaptive Regression Splines (MARS) data mining algorithm is a non-parametric
regression method employed to obtain the prediction of live weight by using body …

Predicting body weight of South African Sussex cattle at weaning using multivariate adaptive regression splines and classification and regression tree data mining …

L Bila, DP Malatji, TL Tyasi - Journal of Applied Animal Research, 2023 - Taylor & Francis
The use of multivariate adaptive regression splines (MARS) and classification and
regression tree (CART) to estimate the live body weight at weaning age of the Sussex cattle …

Morphological variations of the ovarian follicles and oviduct of commercial Lohmann Brown and indigenous Potchefstroom Koekoek breeds

VR Hlokoe, TL Tyasi, VG Mbazima - Acta Zoologica, 2025 - Wiley Online Library
Egg laying begins with the orderly development of follicles in the chicken ovaries and
transportation through the oviduct with deposition of nutrients until the eggs are produced …

An Improved Method for Broiler Weight Estimation Integrating Multi-Feature with Gradient Boosting Decision Tree

X Li, J Wu, Z Zhao, Y Zhuang, S Sun, H Xie, Y Gao… - Animals, 2023 - mdpi.com
Simple Summary In the broiler farming industry, accurately weighing broilers is essential.
Camera-based weighing systems offer a solution without requiring expensive platform …

AN ENSEMBLE MACHINE LEARNING APPROACH FOR THE PREDICTION OF BODY WEIGHT OF CHICKENS FROM BODY MEASUREMENT.

M Urooj, F Iqbal - JAPS: Journal of Animal & Plant …, 2023 - search.ebscohost.com
This study aimed to develop an ensemble Machine learning (ML) model based on K-
Nearest Neighbor (KNN), Random Forest (RF), Regression Tree (RT) and Support Vector …

Regression tree analysis to predict body weight of South African non-descript goats raised at Syferkuil farm, Capricorn district of South Africa

TL Tyasi, AT Mkhonto, MC Mathapo… - Biotechnology in Animal …, 2021 - doiserbia.nb.rs
Regression tree is the data mining algorithm method which contains a series of calculations
that creates a model from collected data. Present study aimed to develop model to estimate …