{"schema_version":"4ort.packet/1","entity":{"entity_id":"a-survey-on-deep-learning-tools-dealing-with-data-scarcity-definitions-challenges-solutions-tips-and-applications","kg_uuid":"4b00a107-a2cb-4be5-9c3c-86d26e33963a","wikidata_id":"openalex:W4365504037","name":"A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications","description":"Research article (Journal Of Big Data, 2023) · cited 766× · AI/ML","type":"CreativeWork","url":"https://4ort.xyz/entity/a-survey-on-deep-learning-tools-dealing-with-data-scarcity-definitions-challenges-solutions-tips-and-applications"},"status":"complete","as_of":{"copy_written_at":"2026-05-24T15:03:18Z","last_source_edit_seen":null,"stale_possible":false,"claims_refreshed_at":null,"source_revision":null},"facts":[{"field":"P31","label":"instance of","value":"scholarly article","value_id":"Q13442814","value_raw":"Q13442814","rank":"normal","current":null,"qualifiers":[],"layer":"source","citation":{"source":"openalex","source_name":"OpenAlex","source_record":"https://4ort.xyz/api/v1/knowledge/get_source_info?source=openalex#record=W4365504037","source_edition":null,"edition_basis":"unknown","licence":"CC0 1.0 Universal","licence_url":"https://creativecommons.org/publicdomain/zero/1.0/","attribution":null,"references":[]},"trust":{"band":"high","basis":"dataset-record/1","calibrated":false}}],"unknowns":[],"omitted":{"facts":0,"reason":null},"licences":[{"source":"openalex","source_name":"OpenAlex","licence":"CC0 1.0 Universal","licence_url":"https://creativecommons.org/publicdomain/zero/1.0/","attribution":null,"fields":["P31"]}],"routes":{"entity_page":"https://4ort.xyz/entity/a-survey-on-deep-learning-tools-dealing-with-data-scarcity-definitions-challenges-solutions-tips-and-applications","packet_api":"https://4ort.xyz/api/v1/entities/a-survey-on-deep-learning-tools-dealing-with-data-scarcity-definitions-challenges-solutions-tips-and-applications/packet","facts_jsonld":"https://4ort.xyz/entity/a-survey-on-deep-learning-tools-dealing-with-data-scarcity-definitions-challenges-solutions-tips-and-applications/facts.json","changes_api":"https://4ort.xyz/api/v1/knowledge/get_entity_changes?entity=a-survey-on-deep-learning-tools-dealing-with-data-scarcity-definitions-challenges-solutions-tips-and-applications","attention_api":"https://4ort.xyz/api/v1/knowledge/get_attention?entity=a-survey-on-deep-learning-tools-dealing-with-data-scarcity-definitions-challenges-solutions-tips-and-applications","wikidata":null,"official_website":null},"trust_rules":{"dataset-record/1":"The fact is the cited dataset's own published record (band high). Reference support, not a probability."},"notes":[]}