Machine Learning for Plant Breeding and Biotechnology
作者： Mohsen Niazian , Gniewko Niedbała
DOI: 10.3390/AGRICULTURE10100436
关键词: Machine learning 、 Biotechnology 、 Artificial neural network 、 Stability (learning theory) 、 Phenomics 、 Support vector machine 、 Big data 、 Random forest 、 Statistical model 、 Artificial intelligence 、 Computer science 、 Univariate
摘要: … grouping of different genotypes in various plant species by means … deep learning algorithms could be used for efficient genetic diversity assessment and classification of plant genotypes…
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Samad Emamgholizadeh, M Parsaeian, Mehdi Baradaran, None, Seed yield prediction of sesame using artificial neural network European Journal of Agronomy. ,vol. 68, pp. 89- 96 ,(2015) , 10.1016/J.EJA.2015.04.010
Michael J. Kearsey, Harpal S. Pooni, The Genetical Analysis of Quantitative Traits ,(1996)
Rahmatollah KARIMIZADEH, Mohtasham MOHAMMADI, Naser SABAGHNI, Ali Akbar MAHMOODI, Barzo ROUSTAMI, Faramarz SEYYEDI, Fariba AKBARI, None, GGE Biplot Analysis of Yield Stability in Multi-environment Trials of Lentil Genotypes under Rainfed Condition Notulae Scientia Biologicae. ,vol. 5, pp. 256- 262 ,(2013) , 10.15835/NSB529067
J. L. Jinks, THE ANALYSIS OF CONTINUOUS VARIATION IN A DIALLEL CROSS OF NICOTIANA RUSTICA VARIETIES Genetics. ,vol. 39, pp. 767- 788 ,(1954)
Xiaoli Li, Yong He, None, Discriminating varieties of tea plant based on Vis/NIR spectral characteristics and using artificial neural networks Biosystems Engineering. ,vol. 99, pp. 313- 321 ,(2008) , 10.1016/J.BIOSYSTEMSENG.2007.11.007
RA Fischer, R Maurer, Drought resistance in spring wheat cultivars, 1. Grain yield responses. Crop & Pasture Science. ,vol. 29, pp. 897- 912 ,(1978) , 10.1071/AR9780897
KW Finlay, GN Wilkinson, The analysis of adaptation in a plant-breeding programme Crop & Pasture Science. ,vol. 14, pp. 742- 754 ,(1963) , 10.1071/AR9630742
C. S. LIN, M. R. BINNS, A SUPERIORITY MEASURE OF CULTIVAR PERFORMANCE FOR CULTIVAR × LOCATION DATA Canadian Journal of Plant Science. ,vol. 68, pp. 193- 198 ,(1988) , 10.4141/CJPS88-018
S. A. Eberhart, W. A. Russell, Stability Parameters for Comparing Varieties Crop Science. ,vol. 6, pp. 36- 40 ,(1966) , 10.2135/CROPSCI1966.0011183X000600010011X
J. M. González-Camacho, G. de los Campos, P. Pérez, D. Gianola, J. E. Cairns, G. Mahuku, R. Babu, J. Crossa, Genome-enabled prediction of genetic values using radial basis function neural networks Theoretical and Applied Genetics. ,vol. 125, pp. 759- 771 ,(2012) , 10.1007/S00122-012-1868-9