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Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning

PLoS Computational Biology(2023)10.1371/journal.pcbi.1011316Source: DataRank Database

Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning is a research paper published in PLoS Computational Biology (2023). On theSindex it has a DataRank of 0. It has been cited 7 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access7 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (5 grants)Impact (FWCI 0.77)OA: goldTopics (35)IDs (PubMed, PMC, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (5)

Ishita Dasgupta ORCID,Nathaniel D. Daw ORCID,Jonathan D. Cohen ORCID,Thomas L. Griffiths ORCID,Sreejan Kumar ORCID

Live enrichment

PubMed:37624841 PMC:PMC10497163 OpenAlex:https://openalex.org/W4386156648

NIH

Grant: T32MH065214

Life Sciences Division, Army Research Office

Grant: W911NF-16-1-0474

Defense Sciences Office, DARPA

Grant: L2M

National Institutes of Health

Grant: 4T32MH065214-14

NRSA Training Grant in Quantitative Neuroscience

John Templeton Foundation

FWCI

0.77

Citation Percentile

0.7%

Influential Citations

Citation Trend

2023

2024

2025

2026

goldLicense: cc-by

journalhttps://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1011316&type=printable

GOLDhttps://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1011316&type=printable

publisherhttps://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1011316&type=printable

publisherhttps://dx.plos.org/10.1371/journal.pcbi.1011316

journalhttps://doi.org/10.1371/journal.pcbi.1011316

Fields of Study

Human Pose and Action RecognitionDomain Adaptation and Few-Shot LearningGenerative Adversarial Networks and Image SynthesisMedicineComputer Science02 engineering and technology0202 electrical engineering, electronic engineering, information engineering

MeSH Terms

Machine LearningConcept FormationHumansIntelligenceNeural Networks, ComputerKnowledge

Keywords

AbstractionComputer scienceArtificial intelligenceMatching (statistics)Statistical learningMachine learningPattern recognition (psychology)StatisticsMathematicsFOS: Computer and information sciencesQH301-705.5Computer Science - Artificial IntelligenceConcept FormationIntelligenceComputer Science - Human-Computer InteractionHuman-Computer Interaction (cs.HC)KnowledgeArtificial Intelligence (cs.AI)HumansNeural Networks, ComputerBiology (General)Research Article