M.Sc. Birgit Malli

Researcher Data Analysis Systems (Parental Leave)
Phone: +43 50 343 832


Data Science - DAS

P. Luoma, T. Natschläger, B. Malli, M. Pawliczek, M. Brandstetter. Additive partial least squares for efficient modelling of independent variance sources demonstrated on practical case studies. Analytica Chimica Acta, volume 1077, number 5, pages 10-15, DOI: 10.1016/j.aca.2017.12.027, January, 2018.

B. Malli, A. Birlutiu, T. Natschläger. Standard-free calibration transfer - An evaluation of different techniques. Chemometrics and Intelligent Laboratory Systems, volume 161, pages 49-60, DOI: 10.1016/j.chemolab.2016.12.008, February, 2017.

B. Malli, T. Natschläger, M. Pawliczek, T. Reischer, W. Kantner, M. Brandstetter, W. Märzinger, J. Kowalski. Application-oriented standard-free methods for calibration transfer. 11. Kolloquium Prozessanalytik Wien 2015, pages Posterprogram P08, December, 2015.

B. Malli, T. Natschläger, M. Pawliczek, T. Reischer, W. Kantner, M. Brandstetter, W. Märzinger, J. Kowalski. Application-oriented standard-free methods for calibration transfer. Lenzinger Berichte, volume 92, pages 33-46, November, 2015.

P. Luoma, B. Malli, T. Natschläger, M. Pawliczek, M. Brandstetter. Calibration transfer using additive PLS models demonstrated with two near-infrared spectroscopy measurement case studies. 11. Kolloquium Prozessanalytik Wien 2015, Posterprogram P37, December, 2015.

B. Malli, T. Natschläger. Fused stagewise regression - A waveband selection algorithm for spectroscopy. Chemometrics and Intelligent Laboratory Systems, volume 149, pages 53-65, DOI: 10.1016/j.chemolab.2015.09.004, December, 2015.

M. Pawliczek, B. Malli, T. Natschläger, T. Reischer, W. Kantner, M. Brandstetter. PAT-system for comprehensive process control including tools of Computational Model Life-Cycle Management. 11. Kolloquium Prozessanalytik Wien 2015, pages Posterprogram P38, December, 2015.

B. Zauner, T. Natschläger. Fused stage-wise lasso – a waveband selection algorithm for spectroscopy. May, 2014.

B. Zauner, T. Natschläger. Fused stage-wise lasso – A waveband selection algorithm for spectroscopic data. Poster, November, 2013.

M. Pawliczeck, B. Zauener, T. Natschläger, W. Märzinger, T. Reischer, M. Nowak, W. Kantner, J. Kasberger. Temperature correction for NIR-spectroscopic online-monitoring of a process parameter in melamine resin production. Poster, November, 2013.

T. Natschläger, B. Zauner. Transfer learning approaches for spectroscopic data. In K. Héberger (editor), Conferentia Chemometrica, Collection of Abstracts, September, 2013.