Application of neural networks and random regression models for predict the breeding value of milk production in Holstein cows

• Grant number: 10/05148-8
• Support Opportunities: Scholarships in Brazil - Doctorate
• Start date: June 01, 2010
• End date: October 31, 2013
• Field of knowledge: Agronomical Sciences - Animal Husbandry - Genetics and Improvement of Domestic Animals
• Principal Investigator: Danísio Prado Munari
• Grantee: Rodrigo Pelicioni Savegnago
• Host Institution: Faculdade de Ciências Agrárias e Veterinárias (FCAV). Universidade Estadual Paulista (UNESP). Campus de Jaboticabal. Jaboticabal , SP, Brazil
• Associated scholarship(s): 12/16087-5 - Application of neural networks and random regression models for predict the breeding value of milk production in Holstein cows, BE.EP.DR

Scientific publications

(4)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

RAMOS, S. B.; SAVEGNAGO, R. P.; CAETANO, S. L.; VENTURINI, G. C.; RAMOS, A. A.; MUNARI, D. P.. Phenotypic and genetic variability for body weight of ostriches (Struthio camelus). BRITISH POULTRY SCIENCE, v. 55, n. 6, p. 728-731, NOV 2 2014. (10/05148-8, 10/05903-0)

NASCIMENTO, G. B.; SAVEGNAGO, R. P.; CHUD, T. C. S.; LEDUR, M. C.; FIGUEIREDO, E. A. P.; MUNARI, D. P.. Genetic parameter estimates and principal component analysis on performance and carcass traits of a terminal pig sire line. ACTA AGRICULTURAE SCANDINAVICA SECTION A-ANIMAL SCIENCE, v. 64, n. 3, p. 137-144, JUL 3 2014. (13/20091-0, 10/05148-8, 12/23384-6, 11/06911-0)

SAVEGNAGO, RODRIGO PELICIONI; DO NASCIMENTO, GUILHERME BATISTA; DE MAGALHAES ROSA, GUILHERME JORDAO; RESENDE DE CARNEIRO, RAUL LARA; SESANA, ROBERTA CRISTINA; EL FARO, LENIRA; MUNARI, DANISIO PRADO. Cluster analyses to explore the genetic curve pattern for milk yield of Holstein. LIVESTOCK SCIENCE, v. 183, p. 28-32, JAN 2016. (12/16087-5, 13/20091-0, 10/05148-8, 12/23384-6)

SAVEGNAGO, R. P.; ROSA, G. J. M.; VALENTE, B. D.; HERRERA, L. G. G.; CARNEIRO, R. L. R.; SESANA, R. C.; EL FARO, L.; MUNARI, D. P.. Estimates of genetic parameters and eigenvector indices for milk production of Holstein cows. JOURNAL OF DAIRY SCIENCE, v. 96, n. 11, p. 7284-7293, NOV 2013. (12/16087-5, 10/05148-8)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

SAVEGNAGO, Rodrigo Pelicioni. Modelos de regressão aleatória, análise multivariada e redes neurais artificiais na avaliação genética da produção de leite de vacas Holandesas. 2013. Doctoral Thesis - Universidade Estadual Paulista (Unesp). Faculdade de Ciências Agrárias e Veterinárias. Jaboticabal Jaboticabal.