Machine Learning Approaches to Understanding the Genetic Basis of Complex Traits

Machine Learning Approaches to Understanding the Genetic Basis of Complex Traits
Author: Su-In Lee
Publisher:
Total Pages: 348
Release: 2008
Genre:
ISBN:


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Machine Learning Approaches to Understanding the Genetic Basis of Complex Traits
Language: en
Pages: 348
Authors: Su-In Lee
Categories:
Type: BOOK - Published: 2008 - Publisher:

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Computational Genetic Approaches for Understanding the Genetic Basis of Complex Traits
Language: en
Pages: 273
Authors: Eun Yong Kang
Categories:
Type: BOOK - Published: 2013 - Publisher:

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Recent advances in genotyping and sequencing technology have enabled researchers to collect an enormous amount of high-dimensional genotype data. These large sc
Interpretable Machine Learning in Plant Genomes
Language: en
Pages: 217
Authors: Christina Brady Azodi
Categories: Electronic dissertations
Type: BOOK - Published: 2019 - Publisher:

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Complex systems are ubiquitous in genetics and genomics. From the regulation of gene expression to the genetic basis of complex traits, we see that complex netw
Genomic Prediction of Complex Traits
Language: en
Pages: 651
Authors: Nourollah Ahmadi
Categories: Science
Type: BOOK - Published: 2022-04-22 - Publisher: Springer Nature

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This volume explores the conceptual framework and the practical issues related to genomic prediction of complex traits in human medicine and in animal and plant
Using Large-scale Genomics Data to Understand the Genetic Basis of Complex Traits
Language: en
Pages:
Authors: Ruowang Li
Categories:
Type: BOOK - Published: 2016 - Publisher:

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With the arrival of big data in genetics in the past decade, the field has experienced drastic changes. One game-changing breakthrough in genetics was the inven