• The University of Western Australia (M002), 35 Stirling Highway,

    6009 Perth


  • 675 Citations
  • 14 h-Index
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Fingerprint Dive into the research topics where Yuliya Karpievitch is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Proteomics Mathematics
Mass spectrometry Engineering & Materials Science
Bottom-up Mathematics
Mass Spectrometry Mathematics
Labels Chemical Compounds
Normalization Mathematics
Proteins Engineering & Materials Science
Protein Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2006 2019

  • 675 Citations
  • 14 h-Index
  • 18 Article
  • 1 Conference paper
1 Citation (Scopus)

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

Srivastava, A., Karpievitch, Y. V., Eichten, S. R., Borevitz, J. O. & Lister, R., 16 May 2019, In : BMC Bioinformatics. 20, 1, 253.

Research output: Contribution to journalArticle

Open Access
Learning systems
Identification (control systems)
Machine Learning

Evaluating abundance trends of iconic species using local ecological knowledge

Peñaherrera-Palma, C., van Putten, I., Karpievitch, Y. V., Frusher, S., Llerena-Martillo, Y., Hearn, A. R. & Semmens, J. M., 1 Sep 2018, In : Biological Conservation. 225, p. 197-207 11 p.

Research output: Contribution to journalArticle

Triaenodon obesus
Carcharhinus limbatus
22 Citations (Scopus)

Extensive transcriptomic and epigenomic remodelling occurs during Arabidopsis thaliana germination

Narsai, R., Gouil, Q., Secco, D., Srivastava, A., Karpievitch, Y. V., Liew, L. C., Lister, R., Lewsey, M. G. & Whelan, J., 15 Sep 2017, In : Genome Biology. 18, p. 1-18 18 p., 172.

Research output: Contribution to journalArticle

Open Access

Review of machine learning algorithms in differential expression analysis

Kuznetsova, I., Karpievitch, Y. V., Filipovska, A., Lugmayr, A. & Holzinger, A., 2017, Proceedings of the 9th Workshop on Semantic Ambient Media Experiences : Visualisation, Emerging Media, and User Experience. Lugmayr, A., Seale, R., Woods, A., Sari, E. & Tedjasaputra, A. (eds.). Australia: International Ambient Media Association (iAMEA), p. 11-24 14 p. ( International Series on Information Systems and Management in Creative eMedia; vol. 2016, no. 2).

Research output: Chapter in Book/Conference paperConference paper

Open Access
Learning algorithms
Learning systems
16 Citations (Scopus)

Novel elements of the Chondrocyte Stress Response identified using an in Vitro model of mouse cartilage degradation

Wilson, R., Golub, S. B., Rowley, L., Angelucci, C., Karpievitch, Y., Bateman, J. F. & Fosang, A. J., 4 Mar 2016, In : Journal of Proteome Research. 15, 3, p. 1033-1050 18 p.

Research output: Contribution to journalArticle


Projects 2020 2024

  • 1 Not started