Publications by authors named "Cem Tirink"

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Body Weight Estimation in Holstein × Zebu Crossbred Heifers: Comparative Analysis of XGBoost and LightGBM Algorithms.
Jose Herrera-Camacho, Cem Tırınk, Rosa Inés Parra-Cortés, Lütfi Bayyurt, Rashit Uskenov

Vet Med Sci· July 2025

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Prediction of Mature Body Weight of Indigenous Camel () Breeds of Pakistan Using Data Mining Methods.
Daniel Zaborski, Wilhelm Grzesiak, Abdul Fatih, Asim Faraz, Mohammad Masood Tariq

Animals (Basel)· July 2025

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Classification of FAMACHA© Scores with Support Vector Machine Algorithm from Body Condition Score and Hematological Parameters in Pelibuey Sheep.
Oswaldo Margarito Torres-Chable, Cem Tırınk, Rosa Inés Parra-Cortés, Miguel Ángel Gastelum Delgado, Ignacio Vázquez Martínez

Animals (Basel)· March 2025

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Predicting Live Weight for Female Rabbits of Meat Crosses From Body Measurements Using LightGBM, XGBoost and Support Vector Machine Algorithms.
Hasan Önder, Cem Tirink, Taras Yakubets, Andriy Getya, Mykhalio Matvieiev

Vet Med Sci· January 2025

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Predicting dry matter intake in Pelibuey sheep using machine learning methods.
Enrique Camacho-Perez, Cem Tirink, Ricardo Garcia-Herrera, Ángel T Piñeiro-Vazquez, Fernando Casanova-Lugo

Heliyon· January 2025

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Predicting the body weight of crossbred Holstein × Zebu dairy cows using multivariate adaptive regression splines algorithm.
Ignacio Vázquez-Martínez, Cem Tirink, Fernando Casanova-Lugo, Dixan Pozo-Leyva, Daniel Mota-Rojas

J Dairy Res· November 2024

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Using fat thickness and longissimus thoracis traits real-time ultrasound measurements in Black Belly ewe lambs to predict carcass tissue composition through multiresponse multivariate adaptive regression splines algorithm.
Germani Adrián Muñoz-Osorio, Cem Tırınk, Thobela Louis Tyasi, Marco Antonio Ramirez-Bautista, Alvar Alonzo Cruz-Tamayo

Meat Sci· January 2024

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Prediction of Body Weight by Using PCA-Supported Gradient Boosting and Random Forest Algorithms in Water Buffaloes () Reared in South-Eastern Mexico.
Armando Gomez-Vazquez, Cem Tırınk, Alvar Alonzo Cruz-Tamayo, Aldenamar Cruz-Hernandez, Enrique Camacho-Pérez

Animals (Basel)· January 2024

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Predicting carcass tissue composition in Blackbelly sheep using ultrasound measurements and machine learning methods.
Enrique Camacho-Pérez, Jesús Manuel Lugo-Quintal, Cem Tirink, José Antonio Aguilar-Quiñonez, Miguel A Gastelum-Delgado

Trop Anim Health Prod· September 2023

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Predicting body weight through biometric measurements in growing hair sheep using data mining and machine learning algorithms.
Ignacio Vázquez-Martínez, Cem Tırınk, Rosario Salazar-Cuytun, Jesus A Mezo-Solis, Ricardo A Garcia Herrera

Trop Anim Health Prod· September 2023

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Multi-Trait Single-Step Genomic Prediction for Milk Yield and Milk Components for Polish Holstein Population.
Hasan Önder, Beata Sitskowska, Burcu Kurnaz, Dariusz Piwczyński, Magdalena Kolenda

Animals (Basel)· September 2023

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Comparison of the data mining and machine learning algorithms for predicting the final body weight for Romane sheep breed.
Cem Tırınk, Hasan Önder, Dominique Francois, Didier Marcon, Uğur Şen

PLoS One· August 2023

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Usage of the XGBoost and MARS algorithms for predicting body weight in Kajli sheep breed.
Asim Faraz, Cem Tırınk, Hasan Önder, Uğur Şen, Hafiz Muhammad Ishaq

Trop Anim Health Prod· July 2023

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Using the artificial bee colony technique to optimize machine learning algorithms in estimating the mature weight of camels.
Farhat Iqbal, Abdul Raziq, Zil-E-Huma, Cem Tirink, Abdul Fatih

Trop Anim Health Prod· February 2023

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Estimation of Body Weight Based on Biometric Measurements by Using Random Forest Regression, Support Vector Regression and CART Algorithms.
Cem Tırınk, Dariusz Piwczyński, Magdalena Kolenda, Hasan Önder

Animals (Basel)· February 2023

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Use of Multivariate Adaptive Regression Splines Algorithm to Predict Body Weight from Body Measurements of Anatolian buffaloes in Türkiye.
Oğuz Ağyar, Cem Tırınk, Hasan Önder, Uğur Şen, Dariusz Piwczyński

Animals (Basel)· October 2022

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Use of multivariate adaptive regression splines for prediction of body weight from body measurements in Marecha (Camelus dromedaries) camels in Pakistan.
Cem Tırınk, Ecevit Eyduran, Asim Faraz, Abdul Waheed, Nasir Ali Tauqir

Trop Anim Health Prod· May 2021

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Modeling and predicting the growth of indigenous Harnai sheep in Pakistan: non-linear functions and MARS algorithm.
Farhat Iqbal, Ecevit Eyduran, Abdul Raziq, Muhammad Ali, Zil-E-Huma, Cem Tirink

Trop Anim Health Prod· April 2021

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Prediction of live body weight based on body measurements in Thalli sheep under tropical conditions of Pakistan using cart and mars.
Asim Faraz, Cem Tirink, Ecevit Eyduran, Abdul Waheed, Nasir Ali Tauqir

Trop Anim Health Prod· April 2021

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Use of MARS algorithm for predicting mature weight of different camel (Camelus dromedarius) breeds reared in Pakistan and morphological characterization via cluster analysis.
Abdul Fatih, Senol Celik, Ecevit Eyduran, Cem Tirink, Mohammad Masood Tariq

Trop Anim Health Prod· March 2021

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