15 citations · 15 across the 1 of their papers we have counts for
3 papers
stat.AP2016
Locally Epistatic Models for Genome-wide Prediction and Association by Importance Sampling
Deniz Akdemir, Jean-Luc Jannink
In statistical genetics an important task involves building predictive models for the genotype-phenotype relationships and thus attribute a proportion of the total phenotypic varia…
stat.AP2014★ 15 cited
An algorithm for deciding the number of clusters and validation using simulated data with application to exploring crop population structure
Mark A. Newell, Dianne Cook, Heike Hofmann +1
A first step in exploring population structure in crop plants and other organisms is to define the number of subpopulations that exist for a given data set. The genetic marker data…
stat.ML2012
Soft Rule Ensembles for Statistical Learning
Deniz Akdemir, Nicolas Heslot
In this article supervised learning problems are solved using soft rule ensembles. We first review the importance sampling learning ensembles (ISLE) approach that is useful for gen…