Search Results - "Cem TIRINK"

Comparison of bayesian regularized neural network, random forest regression, support vector regression and multivariate adaptive regression splines algorithms to predict body weight from biometrical measurements in thalli sheep by Cem TIRINK

“…In this study, it is aimed to compare several data mining and artificial neural network algorithms to predict body weight from biometric measurements for the…”
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Use of cart and chaid algorithms in karayaka sheep breeding by Mustafa OLFAZ, Cem TIRINK, Hasan ÖNDER

“…The aim of this study was to determine the effect of some factors (sex, birth type, farm type, birth weight and weighting time) on weaning weight through CART…”
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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 by Faraz, Asim, Tirink, Cem, Eyduran, Ecevit, Waheed, Abdul, Tauqir, Nasir Ali, Nabeel, Muhammad Shahid, Tariq, Mohammad Masood

“…Thalli sheep is a significant breed reared under tropical region of Punjab province of Pakistan. The present study was conducted to predict live body weight…”
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Modeling and predicting the growth of indigenous Harnai sheep in Pakistan: non-linear functions and MARS algorithm by Iqbal, Farhat, Eyduran, Ecevit, Raziq, Abdul, Ali, Muhammad, Zil-e-Huma, Tirink, Cem, Sevgenler, Harun

“…Five non-linear functions, i.e. Gompertz, Logistic, Negative exponential, Brody and Bertalanffy, and multivariate adaptive regression splines (MARS) data…”
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Comparison of some non-linear functions to describe the growth for Linda geese with CART and XGBoost algorithms by Tirink, Cem, Önder, Hasan, Yurtseven, Sabri, Akil, Zeliha Kaya

“…The aim of this study was to determine the best non-linear function describing the growth of the Linda goose breed. To achieve this aim, five non-linear…”
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Use of Multivariate Adaptive Regression Splines Algorithm to Predict Body Weight from Body Measurements of Anatolian buffaloes in Türkiye by Ağyar, Oğuz, Tırınk, Cem, Önder, Hasan, Şen, Uğur, Piwczyński, Dariusz, Yavuz, Esra

“…Anatolian buffalo is an important breed reared for meat and milk in various regions of Türkiye. The present study was performed to estimate body weight (BW)…”
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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 by Fatih, Abdul, Celik, Senol, Eyduran, Ecevit, Tirink, Cem, Tariq, Mohammad Masood, Sheikh, Irfan Shahzad, Faraz, Asim, Waheed, Abdul

“…Mature weight is a significant trait that can be influenced by age, sex, breed, production system, and climate conditions in camels. In camel breeding, it is…”
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Multi-Trait Single-Step Genomic Prediction for Milk Yield and Milk Components for Polish Holstein Population by Önder, Hasan, Sitskowska, Beata, Kurnaz, Burcu, Piwczyński, Dariusz, Kolenda, Magdalena, Şen, Uğur, Tırınk, Cem, Çanga Boğa, Demet

“…The objective of our study was to evaluate the predictive ability of a multi-trait genomic prediction model that accounts for interactions between marker…”
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Estimation of Body Weight Based on Biometric Measurements by Using Random Forest Regression, Support Vector Regression and CART Algorithms by Tırınk, Cem, Piwczyński, Dariusz, Kolenda, Magdalena, Önder, Hasan

“…The study's main goal was to compare several data mining and machine learning algorithms to estimate body weight based on body measurements at a different…”
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Development of effective population size methods for genetic parameter estimation by Tirink, Cem, Onder, Hasan

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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 by Tırınk, Cem, Eyduran, Ecevit, Faraz, Asim, Waheed, Abdul, Tauqir, Nasir Ali, Nabeel, Muhammad Shahid, Tariq, Mohammad Masood, Sheikh, Irfan Shahzad

“…The aim of the present work was to predict live body weight by means of some body measurements, i.e., SH, CG, and BG in indigenous Marecha camel breed. For…”
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Th alli Koyunlarında Biyometrik Ölçümlerden Vücut Ağırlığı Tahmini İçin Bayesian Regularized Neural Network, Random Forest Regresyon, Support Vector Regresyon ve Çok Değişkenli Regresyon Uzanımları Algoritmalarının Karşılaştırılması by TIRINK, Cem

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Mating Season Influences Placental Characteristics, Plasma IGF Concentration, and mRNA Expression without Affecting Lamb Birth Weight in Akkaraman Ewes by Şen, Uğur, Şirin, Emre, Önder, Hasan, Tırınk, Cem, Yağanoğlu, Aycan Mutlu, Bostanova, Saule, Uskenov, Rashit, Tyasi, Thobela Louis

“…Seasonal variations significantly impact lambs’ birth weight and post-natal growth of lambs, yet the underlying physiological mechanisms remain insufficiently…”
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Comparison of M, MM and LTS estimators in linear regression in the presence of outlier by TIRINK, CEM, ÖNDER, HASAN

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Prediction of Body Weight by Using PCA-Supported Gradient Boosting and Random Forest Algorithms in Water Buffaloes ( Bubalus bubalis ) Reared in South-Eastern Mexico by Gomez-Vazquez, Armando, Tırınk, Cem, Cruz-Tamayo, Alvar Alonzo, Cruz-Hernandez, Aldenamar, Camacho-Pérez, Enrique, Okuyucu, İbrahim Cihangir, Şahin, Hasan Alp, Dzib-Cauich, Dany Alejandro, Gülboy, Ömer, Garcia-Herrera, Ricardo Alfonso, Chay-Canul, Alfonso J

“…This study aims to use advanced machine learning techniques supported by Principal Component Analysis (PCA) to estimate body weight (BW) in buffalos raised in…”
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Path Analysis for Feed Characteristics on Metabolizable Energy of Naturel Pasture Hay by TIRINK, Cem, SARIÇİÇEK, Zehra, Hasan ÖNDER

“…The aim of this study is to examine the direct, indirect and total effects of nutrient content properties on metabolizable energy contents of natural pasture…”
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Using the artificial bee colony technique to optimize machine learning algorithms in estimating the mature weight of camels by Iqbal, Farhat, Raziq, Abdul, Zil-E-Huma, Tirink, Cem, Fatih, Abdul, Yaqoob, Muhammad

“…This paper aims to predict male and female camels’ mature weight (MW) through various morphological traits using hybrid machine learning (ML) algorithms. For…”
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Comparison of the data mining and machine learning algorithms for predicting the final body weight for Romane sheep breed by Tırınk, Cem, Önder, Hasan, Francois, Dominique, Marcon, Didier, Şen, Uğur, Shaikenova, Kymbat, Omarova, Karlygash, Tyasi, Thobela Louis

“…The current study aimed to predict final body weight (weight of fourth months of age to select the future reproducers) by using birth weight, birth type, sex,…”
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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 by Muñoz-Osorio, Germani Adrián, Tırınk, Cem, Tyasi, Thobela Louis, Ramirez-Bautista, Marco Antonio, Cruz-Tamayo, Alvar Alonzo, Dzib-Cauich, Dany Alejandro, Garcia-Herrera, Ricardo A., Chay-Canul, Alfonso J.

“…The main idea of the current study was to estimate carcass tissue composition using fat thickness and longissimus thoracis (LT) traits real-time ultrasound…”
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CART ve CHAID Algoritmalarının Karayaka Koyun Islahında Kullanımı by OLFAZ, Mustafa, TIRINK, Cem, ÖNDER, Hasan

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