Towards Explainability of Dimension Reduction Plots of Unsupervised Learning Model Outcomes

Tony E.Astuhuaman Davila; Daniel B. Hier; Tayo Obafemi-Ajayi

doi:10.1109/CIBCB58642.2024.10702157

Towards Explainability of Dimension Reduction Plots of Unsupervised Learning Model Outcomes

Tony E.Astuhuaman Davila
, Daniel B. Hier
, Tayo Obafemi-Ajayi

Electrical and Computer Engineering

Missouri State University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350356632
DOIs	https://doi.org/10.1109/CIBCB58642.2024.10702157
State	Published - 2024
Event	21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024 - Natal, Brazil Duration: Aug 27 2024 → Aug 29 2024

Publication series

Name	21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024

Conference

Conference	21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024
Country/Territory	Brazil
City	Natal
Period	8/27/24 → 8/29/24

ASJC Scopus Subject Areas

Health Informatics
Artificial Intelligence
Information Systems
Information Systems and Management
Computational Mathematics

Access to Document

10.1109/CIBCB58642.2024.10702157

Cite this

Davila, T. E. A., Hier, D. B., & Obafemi-Ajayi, T. (2024). Towards Explainability of Dimension Reduction Plots of Unsupervised Learning Model Outcomes. In 21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024 (21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CIBCB58642.2024.10702157

Towards Explainability of Dimension Reduction Plots of Unsupervised Learning Model Outcomes. / Davila, Tony E.Astuhuaman; Hier, Daniel B.; Obafemi-Ajayi, Tayo.
21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024. Institute of Electrical and Electronics Engineers Inc., 2024. (21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Davila, TEA, Hier, DB & Obafemi-Ajayi, T 2024, Towards Explainability of Dimension Reduction Plots of Unsupervised Learning Model Outcomes. in 21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024. 21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024, Institute of Electrical and Electronics Engineers Inc., 21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024, Natal, Brazil, 8/27/24. https://doi.org/10.1109/CIBCB58642.2024.10702157

Davila TEA, Hier DB , Obafemi-Ajayi T. Towards Explainability of Dimension Reduction Plots of Unsupervised Learning Model Outcomes. In 21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024. Institute of Electrical and Electronics Engineers Inc. 2024. (21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024). doi: 10.1109/CIBCB58642.2024.10702157

Davila, Tony E.Astuhuaman ; Hier, Daniel B. ; Obafemi-Ajayi, Tayo. / Towards Explainability of Dimension Reduction Plots of Unsupervised Learning Model Outcomes. 21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024. Institute of Electrical and Electronics Engineers Inc., 2024. (21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024).

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M3 - Conference contribution

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Towards Explainability of Dimension Reduction Plots of Unsupervised Learning Model Outcomes

Publication series

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ASJC Scopus Subject Areas

Access to Document

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