Surrogate modeling has been popularized as an alternative to full-scale models in complex
engineering processes such as manufacturing and computer-assisted engineering. The …

Hyperspectral imaging (HSI) has become widely used in cultural heritage (CH). This very
efficient method for artwork analysis is connected with the generation of large amounts of …

Ink analysis is an important tool in forensic science and document analysis. Hyperspectral
imaging (HSI) captures large number of narrowband images across the electromagnetic …

Cluster analysis is a valuable tool for understanding spatial and temporal patterns (eg,
spatial zones) of groundwater geochemistry. To determine cluster numbers and cluster …

This study assesses the potential of Uniform Manifold Approximation and Projection (UMAP)
as an alternative tool to t-distributed Stochastic Neighbor Embedding (t-SNE) for the …

This paper presents the process required to implement a data driven Predictive
Maintenance (PdM) not only in the machine decision making, but also in data acquisition …

For a suspected forgery that involves the falsification of a document or its contents, the
investigator will primarily analyze the document's paper and ink in order to establish the …

In recent years there is a growing importance in using machine learning techniques to
improve procedures in precision agriculture: in this work we perform a study on models …

Chinese herbs containing aristolochic acids (AAs) have been implicated in renal failure and
urothelial carcinoma. The detection of AAs and their analogues is significant for the correct …

X-ray fluorescence (XRF) spectroscopy is a common technique in the field of heritage
science. However, data processing and data interpretation remain a challenge as they are …