Graph-based machine learning approaches for pangenomics

Indika Kahanda; Joann Mudge; Buwani Manuweera; Thiruvarangan Ramaraj; Alan Cleary; Brendan Mumey

doi:10.1007/978-3-031-36502-7_7

Graph-based machine learning approaches for pangenomics

Indika Kahanda
, Joann Mudge
, Buwani Manuweera
, Thiruvarangan Ramaraj
, Alan Cleary
, Brendan Mumey

School of Computing

Research output: Chapter or Contribution to Book › Chapter

Original language	English
Title of host publication	Machine Learning Methods for Multi-Omics Data Integration
Publisher	Springer International Publishing
Pages	117-132
Number of pages	16
ISBN (Electronic)	9783031365027
ISBN (Print)	9783031365010
DOIs	https://doi.org/10.1007/978-3-031-36502-7_7
State	Published - Nov 13 2023

ASJC Scopus Subject Areas

General Computer Science
General Medicine
General Biochemistry,Genetics and Molecular Biology
General Agricultural and Biological Sciences

Keywords

Frequented regions
Genotype-to-phenotype prediction
Graph-based machine learning
GWAS
Pangenomics
Yeast

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10.1007/978-3-031-36502-7_7

Cite this

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title = "Graph-based machine learning approaches for pangenomics",

keywords = "Frequented regions, Genotype-to-phenotype prediction, Graph-based machine learning, GWAS, Pangenomics, Yeast",

author = "Indika Kahanda and Joann Mudge and Buwani Manuweera and Thiruvarangan Ramaraj and Alan Cleary and Brendan Mumey",

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T1 - Graph-based machine learning approaches for pangenomics

AU - Kahanda, Indika

AU - Mudge, Joann

AU - Manuweera, Buwani

AU - Ramaraj, Thiruvarangan

AU - Cleary, Alan

AU - Mumey, Brendan

PY - 2023/11/13

Y1 - 2023/11/13

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KW - Genotype-to-phenotype prediction

KW - Graph-based machine learning

KW - GWAS

KW - Pangenomics

KW - Yeast

UR - https://www.scopus.com/pages/publications/85194443795

UR - https://www.scopus.com/pages/publications/85194443795#tab=citedBy

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DO - 10.1007/978-3-031-36502-7_7

M3 - Chapter

AN - SCOPUS:85194443795

SN - 9783031365010

SP - 117

EP - 132

BT - Machine Learning Methods for Multi-Omics Data Integration

PB - Springer International Publishing

ER -

Graph-based machine learning approaches for pangenomics

ASJC Scopus Subject Areas

Keywords

Access to Document

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