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Horse breed discrimination using machine learning methods

100%

Burocziova M., Riha J.

Journal of Applied Genetics

2009

tom 50

nr 4

375-377

Genetic relationships and population structure of 8 horse breeds in the Czech and Slovak Republics were investigated using classification methods for breed discrimination. To demonstrate genetic differences among these breeds, we used genetic information - genotype data of microsatellite markers and classification algorithms - to perform a probabilistic prediction of an individual's breed. In total, 932 unrelated animals were genotyped for 17 microsatellite markers recommended by the ISAG for parentage testing (AHT4, AHT5, ASB2, HMS3, HMS6, HMS7, HTG4, HTG10, VHL20, HTG6, HMS2, HTG7, ASB17, ASB23, CA425, HMS1, LEX3). Algorithms of classification methods - J48 (decision trees); Naive Bayes, Bayes Net (probability predictors); IB1, IB5 (instance-based machine learning methods); and JRip (decision rules)-were used for analysis of their classification performance and of results of classification on this genotype dataset. Selected classification methods (Naive Bayes, Bayes Net, IB 1), based on machine learning and principles of artificial intelligence, appear usable for these tasks.

Possibilities of forming a cattle herd based on embryo transfer

80%

Zizlavsky J., Riha J., Pribyl J., Prieznitz J.

Zeszyty Naukowe Akademii Rolniczej we Wrocławiu. Zootechnika

1997

tom 43

165-173

Methods of early embryo transfer in cattle following superovulation of cows are used, in the first place, for production of first-class male calves. But the method can also be used for a more intensive production of female calves from selected mothers and fathers. Planned formation of families enables purposeful formation of a cattle herd from progeny of cows of high breeding value. The extent and rate of family formation is limited, in particular, by the exploitation of reproductive abilities of the selected cows.

Production of antibodies against pig follicotropin [pFSH] and their influence on homologous FSH, ovulation and number of offspring in mouse, sheep and cow

71%

Matousek J., Grzybowski G., Riha J., Picha J., Pichova D.

Animal Science Papers and Reports

1993

tom 11

nr 1

33-39

Ograniczanie wyników

1 Animal Science Papers and Reports

1 Journal of Applied Genetics

1 Zeszyty Naukowe Akademii Rolniczej we Wrocławiu. Zootechnika

3 Riha J.

1 Burocziova M.

1 Grzybowski G.

1 Matousek J.

1 Picha J.

1 Pichova D.

1 Pribyl J.

1 Prieznitz J.

1 Zizlavsky J.

1 2009

1 1997

1 1993

Wyniki wyszukiwania

Horse breed discrimination using machine learning methods

Possibilities of forming a cattle herd based on embryo transfer

Production of antibodies against pig follicotropin [pFSH] and their influence on homologous FSH, ovulation and number of offspring in mouse, sheep and cow