Two-dimensional visualization of cell clustering in the Pollen dataset before and after imputation using multiple algorithms. by Siyi Huang (8562174)

Two-dimensional visualization of cell clustering in the Petropoulos dataset before and after imputation using multiple algorithms. by Siyi Huang (8562174)

Two-dimensional visualization of cell clustering in the Guo2 dataset before and after imputation using multiple algorithms. by Siyi Huang (8562174)

Two-dimensional visualization of cell clustering in the iPSC dataset before and after imputation using multiple algorithms. by Siyi Huang (8562174)

Two-dimensional visualization of cell clustering in the CellType dataset before and after imputation using multiple algorithms. by Siyi Huang (8562174)

Capitalizing on the differences of prediction between multiple scRNA-seq clustering methods. by Yanis Asloudj (19711636)

“…To address that issue, ensemble algorithms detect cell populations by integrating multiple clustering methods, and minimizing the differences of their predictions. …”

Overview of the proposed methodology for community detection in weighted networks. by Petr Prokop (19959315)

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Illustration of the wAL GHAC algorithm on a small network. by Petr Prokop (19959315)

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Revised 1: Capitalizing on the differences of prediction between multiple scRNA-seq clustering methods. by Yanis Asloudj (19711636)

“…To address this issue, ensemble algorithms detect cell populations by integrating multiple clustering methods, and minimizing the differences of their predictions. …”

Performance evaluation of community detection methods on a set of LFR benchmarking networks. by Petr Prokop (19959315)

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Evaluation of different internal criteria effect on the structural quality of detected network cover in wAL GHAC method. by Petr Prokop (19959315)

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Network visualization of OECD member and partner trade relations using the wCL GHAC community detection method. by Petr Prokop (19959315)

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Spearman’s correlation coefficient for comparison of the external quality evaluation of community covers. by Petr Prokop (19959315)

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Relation of external and internal quality criteria by Spearman’s correlation coefficient. by Petr Prokop (19959315)

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Analysis of OECD trade network via wCL GHAC. by Petr Prokop (19959315)

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Spatial transcriptomics (ST) and single-cell atlases of multiple human tissues. by Huamei Li (8815955)

Assessment of multiple parameters for Cell2Spatial performance and assignment strategy. by Huamei Li (8815955)

List of abbreviations. by Yasamin Tabatabaee (18095491)

“…Consensus clustering methods, such as Ensemble Clustering for Graphs (ECG) and FastConsensus, have been proposed to reduce the instability of non-deterministic algorithms and improve their accuracy by combining a set of partitions resulting from multiple runs of a clustering algorithm. …”

Accuracy metrics of mapping tools on spatial transcriptomics (ST) data from multiple tissues. by Huamei Li (8815955)

Iterative Registration and Clustering (IREC) Algorithm: The input image stack (<i>S</i>) is first aligned and grouped using registration and clustering (REC) based on an initial re... by Creighton M. Lisowski (22756444)