Fabio Cumbo

15PUBLICATIONS
88CO-AUTHORS
Genomics and transcriptomicsMicrobial geneticsDeep learningApplications in life sciencesEpidemiological modelling
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Publications (15)

|May 18, 2026
A novel Vector-Symbolic Architecture for graph encoding and its application to viral pangenome-based species classification.

|Sep 05, 2025
Characterization of microbial dark matter at scale with MetaSBT and taxonomy-aware Sequence Bloom Trees.

Fabio Cumbo, Daniel Blankenberg

|Jul 17, 2025
Large-scale classification of metagenomic samples: a comparative analysis of classical machine learning techniques vs a novel brain-inspired hyperdimensional computing approach.

Jayadev Joshi, Fabio Cumbo, Daniel Blankenberg

|Jun 26, 2025
Hyperdimensional computing in biomedical sciences: a brief review.

Fabio Cumbo, Davide Chicco

|Jan 07, 2025
Microbiology Galaxy Lab: The first community-driven gateway for reproducible and FAIR analysis of microbial data.

Engy Nasr, Nikos Pechlivanis, Nikolaos Strepis

|Nov 28, 2024
Feature selection with vector-symbolic architectures: a case study on microbial profiles of shotgun metagenomic samples of colorectal cancer.

Fabio Cumbo, Simone Truglia, Emanuel Weitschek

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Frequent Collaborators

7 joint publications

Daniel Blankenberg

6 joint publications

Nicola Segata

3 joint publications

Francesco Asnicar

3 joint publications

Francesco Beghini