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Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023.
IEEE Comput Graph Appl. 2024 Jan 31;PP. doi: 10.1109/MCG.2024.3360881. Online ahead of print.
IEEE Comput Graph Appl. 2024.
PMID: 38294921
FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches.
Chatzimparmpas A, Martins RM, Kucher K, Kerren A.
Chatzimparmpas A, et al. Among authors: kucher k.
IEEE Trans Vis Comput Graph. 2022 Apr;28(4):1773-1791. doi: 10.1109/TVCG.2022.3141040. Epub 2022 Feb 25.
IEEE Trans Vis Comput Graph. 2022.
PMID: 34990365
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StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics.
Chatzimparmpas A, Martins RM, Kucher K, Kerren A.
Chatzimparmpas A, et al. Among authors: kucher k.
IEEE Trans Vis Comput Graph. 2021 Feb;27(2):1547-1557. doi: 10.1109/TVCG.2020.3030352. Epub 2021 Jan 28.
IEEE Trans Vis Comput Graph. 2021.
PMID: 33048687
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BioVis Explorer: A visual guide for biological data visualization techniques.
Kerren A, Kucher K, Li YF, Schreiber F.
Kerren A, et al. Among authors: kucher k.
PLoS One. 2017 Nov 1;12(11):e0187341. doi: 10.1371/journal.pone.0187341. eCollection 2017.
PLoS One. 2017.
PMID: 29091942
Free PMC article.
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Visual analysis of online social media to open up the investigation of stance phenomena.
Kucher K, Schamp-Bjerede T, Kerren A, Paradis C, Sahlgren M.
Kucher K, et al.
Inf Vis. 2016 Apr;15(2):93-116. doi: 10.1177/1473871615575079. Epub 2015 Mar 26.
Inf Vis. 2016.
PMID: 29249903
Free PMC article.
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