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Body Weight Estimation in Holstein × Zebu Crossbred Heifers: Comparative Analysis of XGBoost and LightGBM Algorithms [PDF]

Veterinary Medicine and Science
This study evaluates the effectiveness of XGBoost and LightGBM algorithms for estimating the live weight of Holstein×Zebu crossbred heifers. The study compares the performance of both algorithms using a wide range of biometric measurements and tests ...
Jose Herrera‐Camacho, Cem Tırınk, Rosa Inés Parra‐Cortés, Lütfi Bayyurt, Rashit Uskenov, Karlygash Omarova, Aizhan Makhanbetova, Kadyrbai Chekirov, Alfonso Juventino Chay‐Canul   +8 more
doaj   +4 more sources

Crossbred evaluations using single-step genomic BLUP and algorithm for proven and young with different sources of data [PDF]

Journal of Animal Science, 2019
Genomic selection (GS) is routinely applied to many purebreds and lines of farm species. However, this method can be extended to predictions across purebreds as well as for crossbreds. This is useful for swine and poultry, for which selection in nucleus herds is typically performed on purebred animals, whereas the commercial product is the crossbred ...
Pocrnic, Ivan, Lourenco, DAL, Chen, CY, Herring, WO, Misztal, I   +4 more
semanticscholar   +5 more sources

MRI Brain Tumor Detection Using Boosted Crossbred Random Forests and Chimp Optimization Algorithm Based Convolutional Neural Networks

International Journal of Intelligent Engineering and Systems, 2022
: Early detection of the brain tumors can help in providing sufficient treatment to completely cure the disease. Machine Learning (ML) and Deep Learning (DL) algorithms are utilized predominantly in recent years for the tumor detection process from the ...
Omar Abdullah Murshed Farhan Alnaggar, B. Jagadale, Swaroopa H N   +2 more
openaire   +2 more sources

A Crossbred Algorithm for Solving Boolean Polynomial Systems [PDF]

International Conference on Number-Theoretic Methods in Cryptology, 2018
We consider the problem of solving multivariate systems of Boolean polynomial equations: starting from a system of m polynomials of degree at most d in n variables, we want to find its solutions over \(\mathbb {F}_2\). Except for \(d=1\), the problem is known to be NP-hard, and its hardness has been used to create public cryptosystems; this motivates ...
Joux, Antoine, Vitse, Vanessa
openaire   +2 more sources

208 Crossbred evaluations using single-step genomic BLUP and algorithm for proven and young with different sources of data [PDF]

Journal of Animal Science, 2019
Abstract Genomic selection is routinely applied to many purebred farm species but can be extended to predictions across purebreds as well as for crossbreds. This is useful for swine and poultry, for which selection in nucleus herds is typically performed on purebreds, whereas the commercial products are crossbreds.
Ivan Pocrnic, Daniela Lourenco, Ching-Yi Chen, William O Herring, Ignacy Misztal   +4 more
openaire   +2 more sources

Accurate determination of breed origin of alleles in a simulated smallholder crossbred dairy cattle population [PDF]

Genetics Selection Evolution
Background Accurate assignment of breed origin of alleles (BOA) at a heterozygote locus may help to introduce a resilient or adaptive haplotype in crossbreeding.
Berihu Welderufael, Isidore Houaga, R. Chris Gaynor, Gregor Gorjanc, John M. Hickey   +4 more
doaj   +3 more sources

An analysis of the Crossbred Algorithm for the MQ Problem

IACR Communications in Cryptology
The Crossbred algorithm is currently the state-of-the-art method for solving overdetermined multivariate polynomial systems over 𝔽 2 . Since its publication in 2017, several record breaking implementations have been proposed and demonstrate ...
Damien Vidal, Claire Delaplace, Sorina Ionica   +2 more
openaire   +2 more sources

Genetic tests for estimating dairy breed proportion and parentage assignment in East African crossbred cattle

Genetics Selection Evolution, 2017
Background Smallholder dairy farming in much of the developing world is based on the use of crossbred cows that combine local adaptation traits of indigenous breeds with high milk yield potential of exotic dairy breeds. Pedigree recording is rare in such
Eva M. Strucken, Hawlader A. Al-Mamun, Cecilia Esquivelzeta-Rabell, Cedric Gondro, Okeyo A. Mwai, John P. Gibson   +5 more
doaj   +2 more sources

Utility of MARS Algorithm for Describing Non-Genetic Factors Affecting Pasture Revenue of Morkaraman Breed and Romanov × Morkaraman F1 Crossbred Sheep under Semi Intensive Conditions

Pakistan Journal of Zoology, 2018
This study was conducted on indigenous Morkaraman breed and Romanov x Morkaraman F1 Crossbreed sheep reared under semi-intensive conditions in order to determine the influence of dam age, genotype, birth weight, year, sex and birth type at lambing, weaning weight, weaning age, grazing period and weight at the end of the grazing period on pasture ...
ERTÜRK, YAKUP ERDAL, AKSOY, Adem, EYDURAN, SADİYE PERAL, TARİQ, Mohammad Masood   +3 more
openaire   +3 more sources

Algebraic Attacks on RAIN and AIM Using Equivalent Representations

IACR Transactions on Symmetric Cryptology, 2023
Designing novel symmetric-key primitives for advanced protocols like secure multiparty computation (MPC), fully homomorphic encryption (FHE) and zero-knowledge proof systems (ZK), has been an important research topic in recent years.
Fukang Liu, Mohammad Mahzoun, Morten Øygarden, Willi Meier   +3 more
doaj   +2 more sources