Web Access Research Portal

Researcher: Karpievitch, YV (Dr Yuliya Karpievitch)

Fields of Research

Cardiology (incl. Cardiovascular Diseases)
Proteomics and Intermolecular Interactions (excl. Medical Proteomics)
Rheumatology and Arthritis
Applied Statistics
Applied Mathematics
Conservation and Biodiversity
Forestry Management and Environment
Terrestrial Ecology
Stochastic Analysis and Modelling
Microbial Ecology
Environmental Management
Chemical Oceanography

Research Objectives

Expanding Knowledge in the Mathematical Sciences
Cardiovascular System and Diseases
Expanding Knowledge in the Biological Sciences
Native Forests
Substance Abuse
Neurodegenerative Disorders Related to Ageing
Skeletal System and Disorders (incl. Arthritis)
Climate Change Models
Forest and Woodlands Land Management
Assessment and Evaluation of Curriculum
Ecosystem Adaptation to Climate Change
Effects of Climate Change and Variability on Australia (excl. Social Impacts)
Forest and Woodlands Flora, Fauna and Biodiversity

Career Best Publications

Research Publications

A statistical framework for protein quantitation in bottom-up MS-based proteomics; Bioinformatics
A Statistical Method for Assessing Peptide Identification Confidence in Accurate Mass and Time Tag Proteomics; Analytical Chemistry
An Introspective Comparison of Random Forest-Based Classifiers for the Analysis of Cluster-Correlated Data by Way of RF++; PLoS One
DanteR: An extensible R-based tool for quantitative analysis of -omics data; Bioinformatics
Label-free quantitative LC−MS Proteomics of Alzheimer's disease and normally aged human brains; Journal of Proteome Research
Liquid Chromatography Mass Spectrometry-Based Proteomics: Biological and Technological Aspects; The Annals of Applied Statistics
Metabolomics Data Normalization with EigenMS; PLoS One
mGrid: a load-balanced distributed computing environment for the remote execution of the user-defined Matlab code; BMC Bioinformatics
Normalization and missing value imputation for label-free LC-MS analysis; BMC Bioinformatics
Normalization of peak intensities in bottom-up MS-based proteomics using singular value decomposition; Bioinformatics
Novel elements of the chondrocyte stress response identified using an in vitro model of mouse cartilage degradation; Journal of Proteome Research
PrepMS: TOF MS data graphical preprocessing tool; Bioinformatics
Proteomic analysis of cytokine-induced cartilage degradation in normal cartilage and cartilage lacking ADAMTS-5 activity; 38th Annual Scientific Meeting of the Matrix Biology Society of Australia and New Zealand
Serum metabolic profile predicts adverse central haemodynamics in patients with type 2 diabetes mellitus; Acta Diabetologica
Short- and long-term benefits for forest biodiversity of retaining unlogged patches in harvested areas; Forest Ecology and Management
The expectancy valence model of the Iowa Gambling Task: Can it produce reliable estimates for individuals?; Journal of Mathematical Psychology
The Expectancy Valence Model: Can it identify individual performance deficits on the Iowa gambling task?; Australian Mathematical Psychology Conference
To gamma or not to gamma? Testing the fit of rates-across-sites models; Phylomania 2012

Research Projects

Redesigning the introductory statistics classroom to the 'inverted' style to improve student experience and material retention; Office for Learning & Teaching (OLT)

Research Candidate Supervision

Investigation and Application of Statistical Techniques when Using Wastewater Analysis to Monitor Illicit Drug Use