| Domain-invariant partial-least-squares regression R Nikzad-Langerodi, W Zellinger, E Lughofer, S Saminger-Platz Analytical chemistry 90 (11), 6693-6701, 2018 | 81 | 2018 |
| Domain adaptation for regression under Beer–Lambert’s law R Nikzad-Langerodi, W Zellinger, S Saminger-Platz, BA Moser Knowledge-Based Systems 210, 106447, 2020 | 54 | 2020 |
| Partial least square regression versus domain invariant partial least square regression with application to near-infrared spectroscopy of fresh fruit P Mishra, R Nikzad-Langerodi Infrared Physics & Technology 111, 103547, 2020 | 49 | 2020 |
| Are standard sample measurements still needed to transfer multivariate calibration models between near-infrared spectrometers? The answer is not always P Mishra, R Nikzad-Langerodi, F Marini, JM Roger, A Biancolillo, ... TrAC Trends in Analytical Chemistry 143, 116331, 2021 | 46 | 2021 |
| Apparent penetration depth in attenuated total reflection Fourier-transform infrared (ATR-FTIR) spectroscopy of Allium cepa L. epidermis and cuticle A Götz, R Nikzad-Langerodi, Y Staedler, A Bellaire, J Saukel Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 224, 117460, 2020 | 37 | 2020 |
| Broadband near-infrared hyperspectral single pixel imaging for chemical characterization P Gattinger, J Kilgus, I Zorin, G Langer, R Nikzad-Langerodi, C Rankl, ... Optics express 27 (9), 12666-12672, 2019 | 35 | 2019 |
| Assessment of anti-inflammatory properties of extracts from Honeysuckle (Lonicera sp. L., Caprifoliaceae) by ATR-FTIR spectroscopy R Nikzad-Langerodi, S Ortmann, EM Pferschy-Wenzig, V Bochkov, ... Talanta 175, 264-272, 2017 | 30 | 2017 |
| Calibration model maintenance in melamine resin production: Integrating drift detection, smart sample selection and model adaptation R Nikzad-Langerodi, E Lughofer, C Cernuda, T Reischer, W Kantner, ... Analytica chimica acta 1013, 1-12, 2018 | 28 | 2018 |
| Probeless non-invasive near-infrared spectroscopic bioprocess monitoring using microspectrometer technology R Zimmerleiter, J Kager, R Nikzad-Langerodi, V Berezhinskiy, F Westad, ... Analytical and Bioanalytical Chemistry 412, 2103-2109, 2020 | 22 | 2020 |
| A brief note on application of domain-invariant PLS for adapting near-infrared spectroscopy calibrations between different physical forms of samples P Mishra, R Nikzad-Langerodi Talanta 232, 122461, 2021 | 20 | 2021 |
| A chemometrician's guide to transfer learning R Nikzad‐Langerodi, E Andries Journal of Chemometrics 35 (11), e3373, 2021 | 17 | 2021 |
| Graph‐based calibration transfer R Nikzad‐Langerodi, F Sobieczky Journal of Chemometrics 35 (4), e3319, 2021 | 17 | 2021 |
| Quality control of valerianae radix by attenuated total reflection fourier transform infrared (atr-ftir) spectroscopy R Nikzad-Langerodi, K Arth, V Klatte-Asselmeyer, S Bressler, J Saukel, ... Planta medica 84 (06/07), 442-448, 2018 | 12 | 2018 |
| Domain-invariant regression under beer-lambert's law R Nikzad-Langerodi, W Zellinger, S Saminger-Platz, B Moser 2019 18th ieee international conference on machine learning and applications …, 2019 | 11 | 2019 |
| Robust generalized fuzzy systems training from high-dimensional time-series data using local structure preserving PLS E Lughofer, R Nikzad-Langerodi IEEE Transactions on Fuzzy Systems 28 (11), 2930-2943, 2019 | 11 | 2019 |
| Automatic feed phase identification in multivariate bioprocess profiles by sequential binary classification R Nikzad-Langerodi, E Lughofer, S Saminger-Platz, T Zahel, ... Analytica Chimica Acta 982, 48-61, 2017 | 6 | 2017 |
| QCL-based mid-infrared hyperspectral imaging of multilayer polymer oxygen barrier-films R Zimmerleiter, R Nikzad-Langerodi, C Ruckebusch, M Godejohann, ... Polymer Testing 98, 107190, 2021 | 5 | 2021 |
| Opening the black-box of Neighbor Embeddings with Hotelling’s T2 statistic and Q-residuals RJ Rainer, M Mayr, J Himmelbauer, R Nikzad-Langerodi Chemometrics and Intelligent Laboratory Systems 238, 104840, 2023 | 4 | 2023 |
| Towards vertical privacy-preserving symbolic regression via secure multiparty computation D Nguyen Duy, M Affenzeller, R Nikzad-Langerodi Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023 | 3 | 2023 |
| Towards federated multivariate statistical process control (FedMSPC) DN Duy, D Gabauer, R Nikzad-Langerodi arXiv preprint arXiv:2211.01645, 2022 | 3 | 2022 |
