List of works - Philomin Juliana

A Bayesian Poisson-lognormal Model for Count Data for Multiple-Trait Multiple-Environment Genomic-Enabled Prediction

scientific article

A Benchmarking Between Deep Learning, Support Vector Machine and Bayesian Threshold Best Linear Unbiased Prediction for Predicting Ordinal Traits in Plant Breeding

article

A Review on Major Rust Resistance Gene and Amino Acid Changes on Wheat (Triticum aestivum L)

scientific article published in 2022

A singular value decomposition Bayesian multiple-trait and multiple-environment genomic model

scientific article published on 17 August 2018

An R Package for Multitrait and Multienvironment Data with the Item-Based Collaborative Filtering Algorithm

scientific article published on 01 November 2018

Cloning of the broadly effective wheat leaf rust resistance gene Lr42 transferred from Aegilops tauschii

scientific article published on 01 June 2022

Comparison of Models and Whole-Genome Profiling Approaches for Genomic-Enabled Prediction of Septoria Tritici Blotch, Stagonospora Nodorum Blotch, and Tan Spot Resistance in Wheat

scientific article

Deep Kernel for Genomic and Near Infrared Predictions in Multi-environment Breeding Trials

scientific article published on 04 September 2019

Genetic dissection of grain zinc concentration in spring wheat for mainstreaming biofortification in CIMMYT wheat breeding

scientific article published in Scientific Reports

Genome Wide Association Study of Karnal Bunt Resistance in a Wheat Germplasm Collection from Afghanistan

scientific article published on 26 June 2019

Genome-wide association mapping for resistance to leaf rust, stripe rust and tan spot in wheat reveals potential candidate genes.

scientific article

Genomic and pedigree-based prediction for leaf, stem, and stripe rust resistance in wheat.

scientific article published on 9 April 2017

High-throughput phenotyping platforms enhance genomic selection for wheat grain yield across populations and cycles in early stage

scientific article published on 18 February 2019

Improving grain yield, stress resilience and quality of bread wheat using large-scale genomics

scientific article published on 23 September 2019

Integrating genomic-enabled prediction and high-throughput phenotyping in breeding for climate-resilient bread wheat

article

Joint Use of Genome, Pedigree, and Their Interaction with Environment for Predicting the Performance of Wheat Lines in New Environments

scientific article published on 04 September 2019

Multiple wheat genomes reveal global variation in modern breeding

scientific article published on 25 November 2020

New Deep Learning Genomic-Based Prediction Model for Multiple Traits with Binary, Ordinal, and Continuous Phenotypes

scientific article published on 07 May 2019

Prediction of Multiple-Trait and Multiple-Environment Genomic Data Using Recommender Systems.

scientific article

Prospects and Challenges of Applied Genomic Selection-A New Paradigm in Breeding for Grain Yield in Bread Wheat

scientific article published on 01 November 2018

Resistance to Spot Blotch in Two Mapping Populations of Common Wheat Is Controlled by Multiple QTL of Minor Effects ⬇️

scientific article published on 14 December 2018

List of works by Philomin Juliana

A Bayesian Poisson-lognormal Model for Count Data for Multiple-Trait Multiple-Environment Genomic-Enabled Prediction

A Benchmarking Between Deep Learning, Support Vector Machine and Bayesian Threshold Best Linear Unbiased Prediction for Predicting Ordinal Traits in Plant Breeding

A Review on Major Rust Resistance Gene and Amino Acid Changes on Wheat (Triticum aestivum L)

A singular value decomposition Bayesian multiple-trait and multiple-environment genomic model

An R Package for Multitrait and Multienvironment Data with the Item-Based Collaborative Filtering Algorithm

Cloning of the broadly effective wheat leaf rust resistance gene Lr42 transferred from Aegilops tauschii

Comparison of Models and Whole-Genome Profiling Approaches for Genomic-Enabled Prediction of Septoria Tritici Blotch, Stagonospora Nodorum Blotch, and Tan Spot Resistance in Wheat

Deep Kernel for Genomic and Near Infrared Predictions in Multi-environment Breeding Trials

Genetic dissection of grain zinc concentration in spring wheat for mainstreaming biofortification in CIMMYT wheat breeding

Genome Wide Association Study of Karnal Bunt Resistance in a Wheat Germplasm Collection from Afghanistan

Genome-wide association mapping for resistance to leaf rust, stripe rust and tan spot in wheat reveals potential candidate genes.

Genomic and pedigree-based prediction for leaf, stem, and stripe rust resistance in wheat.

High-throughput phenotyping platforms enhance genomic selection for wheat grain yield across populations and cycles in early stage

Improving grain yield, stress resilience and quality of bread wheat using large-scale genomics

Integrating genomic-enabled prediction and high-throughput phenotyping in breeding for climate-resilient bread wheat

Joint Use of Genome, Pedigree, and Their Interaction with Environment for Predicting the Performance of Wheat Lines in New Environments

Multiple wheat genomes reveal global variation in modern breeding

New Deep Learning Genomic-Based Prediction Model for Multiple Traits with Binary, Ordinal, and Continuous Phenotypes

Prediction of Multiple-Trait and Multiple-Environment Genomic Data Using Recommender Systems.

Prospects and Challenges of Applied Genomic Selection-A New Paradigm in Breeding for Grain Yield in Bread Wheat

Resistance to Spot Blotch in Two Mapping Populations of Common Wheat Is Controlled by Multiple QTL of Minor Effects ⬇️