Yuliya V. Karpievitch

发表

Review of Machine Learning Algorithms in Differential Expression Analysis pdf

Artur Lugmayr, Andreas Holzinger, Irina Kuznetsova, 2017, ArXiv.

mGrid: A load-balanced distributed computing environment for the remote execution of the user-defined Matlab code

Jonas S. Almeida, Yuliya V. Karpievitch, Jonas S. Almeida, 2006, BMC Bioinformatics.

An Introspective Comparison of Random Forest-Based Classifiers for the Analysis of Cluster-Correlated Data by Way of RF++

Jonas S. Almeida, Anthony P. Leclerc, Alan R. Dabney, 2009, PloS one.

Normalization and missing value imputation for label-free LC-MS analysis

Richard D. Smith, Alan R. Dabney, Yuliya V. Karpievitch, 2012, BMC Bioinformatics.

PrepMS: TOF MS data graphical preprocessing tool

Jeffrey S. Morris, Jonas S. Almeida, Kevin R. Coombes, 2007, Bioinform..

Normalization of peak intensities in bottom-up MS-based proteomics using singular value decomposition

Joshua N. Adkins, Richard D. Smith, Gordon A. Anderson, 2009, Bioinform..

A statistical framework for protein quantitation in bottom-up MS-based proteomics

Jianhua Huang, Joshua N. Adkins, Richard D. Smith, 2009, Bioinform..

DanteR: an extensible R-based tool for quantitative analysis of -omics data

Richard D. Smith, Gordon A. Anderson, Alan R. Dabney, 2012, Bioinform..

HOME: a histogram based machine learning approach for effective identification of differentially methylated regions

Ryan Lister, Justin O. Borevitz, Yuliya V. Karpievitch, 2017, BMC Bioinformatics.

Data and text mining PrepMS: TOF MS data graphical preprocessing tool

Jeffrey S. Morris, Jonas S. Almeida, Kevin R. Coombes, 2007 .

Wastewater "epidemiology": competitor or complement to survey studies?

Raimondo Bruno, Coral Gartner, Jeremy Prichard, 2012 .

Metabolomics Data Normalization with EigenMS

Yuliya V. Karpievitch, James E. Sharman, J. Sharman, 2014, PloS one.

Population scale mapping of transposable element diversity reveals links to gene regulation and epigenomic variation

Yuliya V. Karpievitch, Steven R. Eichten, R. Lister, 2016, bioRxiv.

The expectancy valence model of the Iowa Gambling Task: Can it produce reliable estimates for individuals?

Yuliya V. Karpievitch, R. Bruno, Ma Humphries, 2015 .

Extensive transcriptomic and epigenomic remodelling occurs during Arabidopsis thaliana germination

Yuliya V. Karpievitch, Mathew G. Lewsey, R. Lister, 2017, Genome Biology.

HOME: a histogram based machine learning approach for effective identification of differentially methylated regions

Yuliya V. Karpievitch, Steven R. Eichten, R. Lister, 2017, bioRxiv.

Serum metabolic profile predicts adverse central haemodynamics in patients with type 2 diabetes mellitus

Yuliya V. Karpievitch, Murray J. Adams, James Horne, 2016, Acta Diabetologica.

Evaluating abundance trends of iconic species using local ecological knowledge

Jayson M. Semmens, Stewart Frusher, Yuliya V. Karpievitch, 2018, Biological Conservation.

Short- and long-term benefits for forest biodiversity of retaining unlogged patches in harvested areas

Tim Wardlaw, Charles B. Halpern, Jerry F. Franklin, 2015 .