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ZENODO
Software . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Software . 2025
License: CC BY
Data sources: Datacite
ZENODO
Software . 2025
License: CC BY
Data sources: Datacite
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COMFOCUS Scientific analysis and visualization

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 15 Jan 2025 English Publisher:ZenodoFunded by:EC | COMFOCUS
Authors: Drole, Jan; Koroušić Seljak, Barbara; Gjorgjevikj, Ana; Valenčič, Eva; Eftimov, Tome;

doi: 10.5281/zenodo.14653601 , 10.5281/zenodo.14653602

COMFOCUS Scientific analysis and visualization

Abstract

Developed scientific analysis and visualization tools for the COMFOCUS Toolbox leveraging explainable ML techniques to help food consumer researchers visualize data analysis and understand ML model decisions. Two tools have been created: one integrates data into the COMFOCUS Knowledge Graph (COMFOCUS-KG) for interoperability, while the other focuses on textual data analysis. Both tools are implemented as Jupyter Notebooks, enabling user-friendly data analysis workflows. Data for testing them can be requested from the COMFOCUS community.

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  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
Powered by OpenAIRE graph
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Funded by