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Parametric Time Warping
Abstract
A parametric model is proposed for the warping function when aligning chromatograms. A very fast and stable algorithm results that consumes little memory and avoids the artifacts of dynamic time warping. The parameters of the warping function are useful for quality control. They also are easily interpolated, allowing alignment of batches of chromatograms based on warping functions for a limited number of calibration samples.
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Citations
Cited by
Data processing for mass spectrometry-based metabolomics
Katajamaa, M., & Orešič, M. (2007) · Journal of Chromatography A · doi:10.1016/j.chroma.2007.04.021 · Cited by 616
Chromatographic Separation Techniques and Data Handling Methods for Herbal Fingerprints: A Review
Tistaert, C., Dejaegher, B., & Heyden, Y. V. (2011) · Analytica Chimica Acta · doi:10.1016/j.aca.2011.02.023 · Cited by 341
Felten, J., Hall, H., Jaumot, J., Tauler, R., de Juan, A., & Gorzsás, A. (2015) · Nature Protocols · doi:10.1038/nprot.2015.008 · Cited by 309
bioinformatics tools for mass spectroscopy-based metabolomic data processing and analysis
Sugimoto, M., Kawakami, M., Robert, M., Soga, T., & Tomita, M. (2012) · Current Bioinformatics · doi:10.2174/157489312799304431 · Cited by 307
Prince, J. T., & Marcotte, E. M. (2006) · Analytical Chemistry · doi:10.1021/ac0605344 · Cited by 259
Chemometrics for Raman Spectroscopy Harmonization
Barton, B., Thomson, J., Lozano Diz, E., & Portela, R. (2022) · Applied Spectroscopy · doi:10.1177/00037028221094070 · Cited by 79
Metadata
- Authors
- Eilers, P. H. C.
- Venue
- Analytical Chemistry
- Publisher
- American Chemical Society (ACS)
- Published
- 2003-12-09
- Volume
- 76
- Issue
- 2
- Pages
- 404-411
- ISSN
- 0003-2700 (ISSN-L)
- 1520-6882
- OpenAlex
- W2093767384
- Cited by
- 636
- References
- 0
- FWCI
- 12.90
- Type
- journal article
- Language
- en
- Open access
- closed
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