Breaking with trends in pre-processing?

By J. Engel, Jan Gerretzen, Ewa Szymańska, J. Jansen, G. Downey, L. Blanchet, L. Buydens. 2013

476 citations recorded by the source corpus.

Subfields: Analytical Chemistry, Biomedical Engineering, Molecular Biology

View Paper: https://www.semanticscholar.org/paper/37b9ecec5f6bae975cc77a5cf131f405886be83f

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Analytical Chemistry

1. Xisong Chen
2. Yiping Jiao
3. Zhichao Li
4. Shu-ming Fei

Citations in the corpus

• Preprocessing methods for near‐infrared spectrum calibration (2020, background): “However, despite being arranged by a priori knowledge (using the sequence of baseline correction, eliminating scatter effect, denoising, and scaling), only very few of them were proven useful in improving model accuracy or reducing the complexity of the model.(9) Currently, most NIR calibration mode”