Ergebnisse für: Phenotype Classification

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Buch Cover Genetics of Subpolar Fish and Invertebrates
Fisheries genetics researchers will find invaluable the thirty-eight peer-reviewed contributions in this book, presented at the 20th Lowell Wakefield Fisheries Symposium "Genetics of Subpolar Fish and Invertebrates," held in May 2002 in Juneau, Alaska. Looming over concerns of lost fisheries stocks...
Buch Cover Heterogeneity in Statistical Genetics
Heterogeneity, or mixtures, are ubiquitous in genetics. Even for data as simple as mono-genic diseases, populations are a mixture of affected and unaffected individuals. Still, most statistical genetic association analyses, designed to map genes for diseases and other genetic traits, ignore this phe...
Buch Cover Machine Learning for Microbial Phenotype Prediction
Roman Feldbauer
Springer Fachmedien Wiesbaden GmbH
53.49 € · Paperback
bioinformatics microorganisms metagenomics genotype classification
This thesis presents a scalable, generic methodology for microbial phenotype prediction based on supervised machine learning, several models for biological and ecological traits of high relevance, and the deployment in metagenomic datasets. The results suggest that the presented prediction tool can ...
Buch Cover Machine Learning for Microbial Phenotype Prediction
Roman Feldbauer
Springer Fachmedien Wiesbaden GmbH
53.49 € · eBook
bioinformatics microorganisms metagenomics genotype classification
This thesis presents a scalable, generic methodology for microbial phenotype prediction based on supervised machine learning, several models for biological and ecological traits of high relevance, and the deployment in metagenomic datasets. The results suggest that the presented prediction tool can ...
Buch Cover Discriminative Pattern Discovery on Biological Networks
Fabio Fassetti, Simona E. Rombo, Cristina Serrao
Springer International Publishing
53.49 € · eBook
Biological networks Pattern mining Classification systems Gene expression data Phenotype analysis gene expression
This work provides a review of biological networks as a model for analysis, presenting and discussing a number of illuminating analyses. Biological networks are an effective model for providing insights about biological mechanisms. Networks with different characteristics are employed for representin...
Buch Cover Heterogeneity in Statistical Genetics
Heterogeneity, or mixtures, are ubiquitous in genetics. Even for data as simple as mono-genic diseases, populations are a mixture of affected and unaffected individuals. Still, most statistical genetic association analyses, designed to map genes for diseases and other genetic traits, ignore this phe...
Buch Cover Genetics of Subpolar Fish and Invertebrates
Fisheries genetics researchers will find invaluable the thirty-eight peer-reviewed contributions in this book, presented at the 20th Lowell Wakefield Fisheries Symposium "Genetics of Subpolar Fish and Invertebrates," held in May 2002 in Juneau, Alaska. Looming over concerns of lost fisheries stocks...
Buch Cover Heterogeneity in Statistical Genetics
Heterogeneity, or mixtures, are ubiquitous in genetics. Even for data as simple as mono-genic diseases, populations are a mixture of affected and unaffected individuals. Still, most statistical genetic association analyses, designed to map genes for diseases and other genetic traits, ignore this phe...
Buch Cover Genetics of Subpolar Fish and Invertebrates
Fisheries genetics researchers will find invaluable the thirty-eight peer-reviewed contributions in this book, presented at the 20th Lowell Wakefield Fisheries Symposium "Genetics of Subpolar Fish and Invertebrates," held in May 2002 in Juneau, Alaska. Looming over concerns of lost fisheries stocks...
Buch Cover Discriminative Pattern Discovery on Biological Networks
Fabio Fassetti, Simona E. Rombo, Cristina Serrao
Springer International Publishing
53.49 € · Paperback
Biological networks Pattern mining Classification systems Gene expression data Phenotype analysis gene expression
This work provides a review of biological networks as a model for analysis, presenting and discussing a number of illuminating analyses. Biological networks are an effective model for providing insights about biological mechanisms. Networks with different characteristics are employed for representin...
Buch Cover Systems Analytics and Integration of Big Omics Data
A “genotype" is essentially an organism's full hereditary information which is obtained from its parents. A "phenotype" is an organism's actual observed physical and behavioral properties. These may include traits such as morphology, size, height, eye color, metabolism, etc. One of the pressing ch...

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