Reproducing Kernel Hilbert Space Rkhs | List of Frontiers open access articles

Methods

Published on 09 Aug 2016

A Unified and Comprehensible View of Parametric and Kernel Methods for Genomic Prediction with Application to Rice

in Statistical Genetics and Methodology

Laval Jacquin
Tuong-Vi Cao
Nourollah Ahmadi

Frontiers in Genetics

doi 10.3389/fgene.2016.00145

7,465 views
19 citations

Original Research

Published on 17 Oct 2025

Unraveling the genetic basis of general combining ability in CIMMYT elite bread wheat germplasm: implications for breeding strategies optimization

in Plant Breeding

José I. Saavedra-Ávila
Guillermo S. Gerard
Salvatore Esposito
Velu Govindan
Julio Huerta-Espino
Zerihun Tadesse
Susanne Dreisigacker
Carolina Saint Pierre
Angela Pacheco
Fernando Toledo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1675993

2,968 views

Original Research

Published on 08 Sep 2021

Biologically-Inspired Pulse Signal Processing for Intelligence at the Edge

in Machine Learning and Artificial Intelligence

Kan Li
José C. Príncipe

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.568384

4,214 views
11 citations

Original Research

Published on 28 Oct 2020

Genomic Selection for Prediction of Fruit-Related Traits in Pepper (Capsicum spp.)

in Plant Breeding

Ju-Pyo Hong
Nayoung Ro
Hea-Young Lee
Geon Woo Kim
Jin-Kyung Kwon
Eiji Yamamoto
Byoung-Cheorl Kang

Frontiers in Plant Science

doi 10.3389/fpls.2020.570871

8,487 views
49 citations

Original Research

Published on 05 Sep 2023

Haplotype blocks for genomic prediction: a comparative evaluation in multiple crop datasets

in Plant Breeding

Sven E. Weber
Matthias Frisch
Rod J. Snowdon
Kai P. Voss-Fels

Frontiers in Plant Science

doi 10.3389/fpls.2023.1217589

10,636 views
33 citations

Original Research

Published on 11 Nov 2022

Development of the maize 5.5K loci panel for genomic prediction through genotyping by target sequencing

in Plant Breeding

Juan Ma
Yanyong Cao
Yanzhao Wang
Yong Ding

Frontiers in Plant Science

doi 10.3389/fpls.2022.972791

4,197 views
7 citations

Original Research

Published on 14 Jun 2023

Optimizing genomic selection of agricultural traits using K-wheat core collection

in Plant Breeding

Yuna Kang
Changhyun Choi
Jae Yoon Kim
Kyeong Do Min
Changsoo Kim

Frontiers in Plant Science

doi 10.3389/fpls.2023.1112297

5,602 views
13 citations

Articles

A Unified and Comprehensible View of Parametric and Kernel Methods for Genomic Prediction with Application to Rice

Unraveling the genetic basis of general combining ability in CIMMYT elite bread wheat germplasm: implications for breeding strategies optimization

Biologically-Inspired Pulse Signal Processing for Intelligence at the Edge

Genomic Selection for Prediction of Fruit-Related Traits in Pepper (Capsicum spp.)

Haplotype blocks for genomic prediction: a comparative evaluation in multiple crop datasets

Development of the maize 5.5K loci panel for genomic prediction through genotyping by target sequencing

Optimizing genomic selection of agricultural traits using K-wheat core collection