Abelardo Montesinos‐López

Universidad de Guadalajara — Mexico

Biochemistry, Genetics and Molecular Biology · Life Sciences

29h-index4.1kcitations132works6.82yr avg
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Research Topics

Genetic and phenotypic traits in livestock(96), Genetic Mapping and Diversity in Plants and Animals(86), Genetics and Plant Breeding(74), Gene expression and cancer classification(15), Wheat and Barley Genetics and Pathology(9)

Publications132 total

Wastewater-Based Estimation of COVID-19 Transmission in California: A Hierarchical Beta-Binomial Model for Estimating the Effective Reproduction Number
Environments·2025Open Access
A transfer learning method for enhanced genomic prediction
Discover Plants.·2025Open Access
Integration of physiological and remote sensing traits for improved genomic prediction of wheat yield
The Plant Genome·2025· 1 citedOpen Access
Optimizing genomic prediction with transfer learning under a ridge regression framework
The Plant Genome·2025· 1 citedOpen Access
Boosting Genomic Prediction Transferability with Sparse Testing
Genes·2025Open Access
GBLUP Outperforms Quantile Mapping and Outlier Detection for Enhanced Genomic Prediction
International Journal of Molecular Sciences·2025Open Access
Improving wheat grain yield genomic prediction accuracy using historical data
G3 Genes Genomes Genetics·2025· 6 citedOpen Access
Machine learning algorithms translate big data into predictive breeding accuracy
Trends in Plant Science·2024· 56 citedOpen Access
A graph model for genomic prediction in the context of a linear mixed model framework
The Plant Genome·2024· 2 citedOpen Access
A Penalized Regression Method for Genomic Prediction Reduces Mismatch between Training and Testing Sets
Genes·2024Open Access
Exploring Data Augmentation Algorithm to Improve Genomic Prediction of Top-Ranking Cultivars
Algorithms·2024· 2 citedOpen Access
Feature engineering of environmental covariates improves plant genomic-enabled prediction
Frontiers in Plant Science·2024· 6 citedOpen Access
Deep learning methods improve genomic prediction of wheat breeding
Frontiers in Plant Science·2024· 30 citedOpen Access
Data Augmentation Enhances Plant-Genomic-Enabled Predictions
Genes·2024· 5 citedOpen Access
Bayesian discrete lognormal regression model for genomic prediction
Theoretical and Applied Genetics·2024
An extended multiplicative error model of allometry: Incorporating systematic components, non-normal distributions, and piecewise heteroscedasticity
Biology Methods and Protocols·2024Open Access
A marker weighting approach for enhancing within-family accuracy in genomic prediction
G3 Genes Genomes Genetics·2023· 8 citedOpen Access
Multivariate Genomic Hybrid Prediction with Kernels and Parental Information
International Journal of Molecular Sciences·2023· 2 citedOpen Access
A novel method for genomic-enabled prediction of cultivars in new environments
Frontiers in Plant Science·2023· 3 citedOpen Access
Do feature selection methods for selecting environmental covariables enhance genomic prediction accuracy?
Frontiers in Genetics·2023· 23 citedOpen Access
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Frequent Co-authors

José Crossa(50), Osval A. Montesinos‐López(49), Paulino Pérez‐Rodríguez(13), Philomin Juliana(10), Juan Burgueño(8), J. Cricelio Montesinos-López(8), Alison R. Bentley(7), Ravi P. Singh(7), Morten Lillemo(7), Carlos Hernández-Suárez(6), Kent M. Eskridge(6), Jaime Cuevas(5), P. K. Singh(5), Roberto Fritsche‐Neto(4), Daniel Gianola(4), Guillermo Gerard(4), Leonardo Crespo‐Herrera(4), Carolina Saint Pierre(4), B. González(4), Johannes W. R. Martini(3)