Author

Eloisa Rocha Liedl

Hammersmith Hospital

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

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Organism:human· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Joram Matthias PosmaiD· 1 shared Melpomeni KasapiiD· 1 shared Shabeer Mohamed Yassin· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Joram Matthias PosmaORCID

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1 paper

Recent·Most cited

Topological embedding and directional feature importance in ensemble classifiers for multi-class classification

Eloisa Rocha Liedl, Shabeer Mohamed Yassin, Melpomeni Kasapi, Joram Matthias Posma

The paper introduces a directional feature importance metric for decision tree classifiers and evaluates its performance on cancer proteomics data using multiple algorithms.

Computational and Structural Biotechnology Journal · Nov 13, 2024Peer-reviewedBioinformatics