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11/26/2019
Adventures in Multi-Omics I: Combining heterogeneous data sets via relationships matrices
In this article, we propose a covariance based method for combining impa...
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03/29/2016
Locally Epistatic Models for Genome-wide Prediction and Association by Importance Sampling
In statistical genetics an important task involves building predictive m...
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02/10/2014
Genomic Prediction of Quantitative Traits using Sparse and Locally Epistatic Models
In plant and animal breeding studies a distinction is made between the g...
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02/14/2013
Locally epistatic genomic relationship matrices for genomic association, prediction and selection
As the amount and complexity of genetic information increases it is nece...
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09/12/2012
Likelihood Estimation with Incomplete Array Variate Observations
Missing data is an important challenge when dealing with high dimensiona...
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07/17/2012
Ensemble Clustering with Logic Rules
In this article, the logic rule ensembles approach to supervised learnin...
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05/21/2012
Soft Rule Ensembles for Statistical Learning
In this article supervised learning problems are solved using soft rule ...
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12/16/2011
Ensemble Models with Trees and Rules
In this article, we have proposed several approaches for post processing...
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04/10/2011