Author

Faeyza Rishad Ardi

Korea Advanced Institute of Science and Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Hyun Kim· 1 shared Jae Kyoung KimiD· 1 shared Kévin SpinicciiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Hyun Kim

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1 paper

Recent·Most cited

A Fully Automated, Data-Driven Approach for Dimensionality Reduction and Clustering in Single-Cell RNA-seq Analysis

Hyun Kim, Faeyza Rishad Ardi, Kévin Spinicci, Jae Kyoung Kim

The paper introduces a fully automated clustering pipeline for scRNA-seq that improves performance by 10-14% by integrating scLENS with existing tools.

Computer Methods and Programs in Biomedicine Update · Jan 26, 2026Peer-reviewedBioinformatics