Nello Blaser's picture

Nello Blaser

Associate Professor

My research interests are focused on topological methods in statistics and machine learning. Topological data analysis refers to the analysis of data shape. My research spans from encoding of data into filtered simplicial complexes (topological representation), approximations of filtered simplicial complexes (sparsification), validation measures of unsupervised persistent homology, data benchmarks, efficient vector representations of persistent homology for supervised machine learning and applications of topological methods in biology and geophysics.

Journal articles
  • Bader, Lucius; Gullaksen, Stein-Erik; Blaser, Nello; Brun, Morten; Bringeland, Gerd Haga; Sulen, Andre; Gjesdal, Clara Gram; Vedeler, Christian A.; Gavasso, Sonia. 2019. Candidate markers for stratification and classification in rheumatoid arthritis. Frontiers in Immunology. 10:1488: 1-8. doi: 10.3389/fimmu.2019.01488
  • Bringeland, Gerd Haga; Bader, Lucius; Blaser, Nello; Budzinski, Lisa; Schulz, Axel R.; Mei, Henrik E.; Myhr, Kjell-Morten; Vedeler, Christian A.; Gavasso, Sonia. 2019. Optimization of receptor occupancy assays in mass cytometry: Standardization across channels with QSC beads. Cytometry Part A. 1-10. doi: 10.1002/cyto.a.23723
  • Brun, Morten; Blaser, Nello. 2019. Sparse Dowker nerves. Journal of Applied and Computational Topology.
  • Dale, Karina; Müller, Mette Helen Bjørge; Tairova, Zhanna; Khan, Essa Ahsan; Hatlen, Kristin; Grung, Merete; Yadetie, Fekadu; Lille-Langøy, Roger; Blaser, Nello; Skaug, Hans J.; Lyche, Jan Ludvig; Arukwe, Augustine; Hylland, Ketil; Karlsen, Odd Andre; Goksøyr, Anders. 2019. Contaminant accumulation and biological responses in Atlantic cod (Gadus morhua) caged at a capped waste disposal site in Kollevåg, Western Norway. Marine Environmental Research. 145: 39-51. doi: 10.1016/j.marenvres.2019.02.003
  • Ahmed, Kareem Eldin Mohammed; Frøysa, Håvard G; Karlsen, Odd Andre; Blaser, Nello; Zimmer, Karin Elisabeth; Berntsen, Hanne Friis; Verhaegen, Steven; Ropstad, Erik; Kellmann, Ralf; Goksøyr, Anders. 2018. Effects of defined mixtures of POPs and endocrine disruptors on the steroid metabolome of the human H295R adrenocortical cell line. Chemosphere. 218: 328-339. doi: 10.1016/j.chemosphere.2018.11.057
  • Blaser, Nello; Brun, Morten. 2018. Divisive Cover. Mathematics in Computer Science. 1-9. Published 2018-06-30. doi: 10.1007/s11786-018-0352-6
  • Brun, Morten; Blaser, Nello. 2018. Sparse Filtered Nerves. arXiv.org.
  • Frøysa, Håvard G; Fallahi, Shirin; Blaser, Nello. 2018. Evaluating model reduction under parameter uncertainty. BMC Systems Biology. 12: 1-10. doi: 10.1186/s12918-018-0602-x
  • Yadetie, Fekadu; Zhang, Xiaokang; Hanna, Eileen Marie; Aranguren-Abadía, Libe; Eide, Marta; Blaser, Nello; Brun, Morten; Jonassen, Inge; Goksøyr, Anders; Karlsen, Odd Andre. 2018. RNA-Seq analysis of transcriptome responses in Atlantic cod (Gadus morhua) precision-cut liver slices exposed to benzo[a]pyrene and 17α-ethynylestradiol. Aquatic Toxicology. 201: 174-186. doi: 10.1016/j.aquatox.2018.06.003
  • Blaser, Nello; Bertisch, Barbara; Kouyos, Roger D.; Calmy, Alexandra; Bucher, Heiner C.; Cavassini, Matthias; Estill, Janne; Keiser, Olivia; Egger, Matthias. 2017. Impact of screening and antiretroviral therapy on anal cancer incidence in HIV-positive MSM. AIDS (London). 31: 1859-1866. doi: 10.1097/QAD.0000000000001546
  • Brun, Morten; Blaser, Nello. 2017. Filtered covers. arXiv.org.
Book sections
  • Brun, Morten; Blaser, Nello. 2008. Sparse Nerves in Practice. KAPITTEL, pages 272-284. In:
    • 2008. Springer Lecture Notes in Computer Science. Springer-Verlag, Berlin, Heidelberg. 8 pages.

More information in national current research information system (CRIStin)