Talk:Data fusion

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There's no mention of data fusion in the page for meta-analysis, so should the link really be here? Xpontus 14:51, 11 February 2007 (UTC)Reply

Data fusion vs. Data integration

How is Data fusion different from Data integration? —Preceding unsigned comment added by Russianspy3 (talk • contribs) 21:08, 30 June 2008 (UTC)Reply

... and "Information Fusion"? (see ISIF p.ex.) —Preceding unsigned comment added by 187.101.32.21 (talk) 00:40, 13 April 2011 (UTC)Reply

File:Lobster movement3.jpg Nominated for Deletion

Latest comment: 13 years ago1 comment1 person in discussion

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External links modified

Latest comment: 8 years ago1 comment1 person in discussion

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Suggested new application section: For materials characterization

Latest comment: 20 days ago1 comment1 person in discussion

Hello Editors,

I've noticed that this article provides several specific application areas for data fusion but does not currently cover its use in the physical and material sciences. I would like to propose the creation of a new subsection to address this. As an author of the paper I'm citing, I am posting this here to adhere to COI guidelines. I suggest creating a new subsection titled "For materials characterization" with the following text:

In materials science, data fusion is used to combine information from different analytical techniques to create a more complete understanding of a sample. For instance, structural information from X-ray Computed Tomography (XCT) can be fused with chemical phase information from X-ray Diffraction (XRD) to create a single, rich dataset. To accelerate the development of machine learning algorithms for this purpose, benchmark datasets are being created. One such example is a multimodal dataset of a zinc-doped zeolite, providing spatially correlated XCT and XRD-CT data specifically designed for training and validating data fusion models.^[1]

I believe adding this section would broaden the scope of the article and provide a valuable example from a highly active area of research.

Thank you for your consideration. Jazzymonster2025 (talk) 10:50, 8 August 2025 (UTC)Reply

1. Green, Calum; Ahmed, Sharif; Marathe, Shashidhara; et al. (2025). "Three-dimensional, multimodal synchrotron data for machine learning applications". Scientific Data. 12: 329. doi:10.1038/s41597-025-04605-9.