Gas chromatography–mass spectrometry (GC-MS) is an important tool in contemporary
untargeted chemical analysis, where the batch analysis of sample series and subsequent …

Near-infrared spectroscopy (NIRS) is a fast and powerful analytical tool in the food industry.
As an advanced chemometrics tool, multi-way analysis shows great potential for solving a …

Fluorescent carbon quantum dots (CDs) are synthesized and employed as fluorescent
nanochemosensors for selective detection of amino acids. A detailed investigation of …

Phenoty** electronic health records (EHR) focuses on defining meaningful patient groups
(eg, heart failure group and diabetes group) and identifying the temporal evolution of …

Binary data with one-class missing values are ubiquitous in real-world applications. They
can be represented by irregular tensors with varying sizes in one dimension, where value …

Multi‐way data analysis is popular in chemometrics for the decomposition of, for example,
spectroscopic or chromatographic higher‐order tensor datasets. Parallel factor analysis …

Analyzing multiway measurements with variations across one mode of the dataset is a
challenge in various fields including data mining, neuroscience, and chemometrics. For …

A major challenge in processing of complex data obtained from chromatography
hyphenated to mass spectrometry is to resolve chromatographically co-eluting compounds …

Computational phenoty** allows for unsupervised discovery of subgroups of patients as
well as corresponding co‐occurring medical conditions from electronic health records …

Abstract Analysis of GC× GC-TOFMS data for large numbers of poorly-resolved peaks, and
for large numbers of samples remains an enduring problem that hinders the widespread …