Pilot corpus: NIH-funded biomedical datasets. Any DOI can be scored on demand — network effects sharpen as coverage grows.

Efficiency of Learned Indexes on Genome Spectra

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.07.10.664199Source: DataRank Database

Efficiency of Learned Indexes on Genome Spectra is a research paper published in bioRxiv (Cold Spring Harbor Laboratory) (2025). On theSindex it has a DataRank of 0.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access0 citations

Download PDF

Cite:

Linked data & code

Efficiency of Learned Indexes on Genome Spectra · Schloss Dagstuhl – Leibniz-Zentrum für Informatik

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (3 grants)OA: greenTopics (22)Linked Datasets (1)DataCite Reuse (1)IDs (PubMed, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (2/2)

Has DOI
Indexed in repositories

Accessible (1/2)

Open Access

Interoperable (2/2)

DataCite relations
Linked datasets

Reusable (0/3)

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

Run a calibrated FAIR evaluation for this paper →

We only score data papers we can read in full — never from an abstract alone.

Authors (3)

Paul Medvedev ORCID,Giorgio Vinciguerra ORCID,Md. Hasin Abrar ORCID

Live enrichment

PubMed:40791551 OpenAlex:https://openalex.org/W4412396570

Grant: DBI2138585

Grant: OAC1931531

NIGMS NIH HHS

Grant: R01GM146462

greenLicense: cc-by

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC13073451/pdf/nihms-2164094.pdf

publisherhttps://syndication.highwire.org/content/doi/10.1101/2025.07.10.664199

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC13073451/

repositoryhttps://doi.org/10.1101/2025.07.10.664199

Fields of Study

Algorithms and Data CompressionGenomics and Phylogenetic StudiesGene expression and cancer classificationBiologyMedicineComputer Science

Keywords

GenomeComputational biologySpectral lineComputer scienceBiologyGeneticsPhysicsGeneAstronomyApplied computing → BioinformaticsApplied computing → Computational biologyGenome spectraTheory of computation → Data structures design and analysisk-merslearned indexpiecewise linear approximation

Efficiency of Learned Indexes on Genome Spectra

10.4230/lipics.esa.2025.18Schloss Dagstuhl – Leibniz-Zentrum für Informatik