{"id":"https://openalex.org/W4285196833","doi":"https://doi.org/10.51202/9783181023990-453","title":"Auf dem Weg zur Digitalisierung von R&I \u2013 Evaluierung von Few Shot Learning Techniken zur einfachen Erkennung bisher unbekannter Elemente","display_name":"Auf dem Weg zur Digitalisierung von R&I \u2013 Evaluierung von Few Shot Learning Techniken zur einfachen Erkennung bisher unbekannter Elemente","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285196833","doi":"https://doi.org/10.51202/9783181023990-453"},"language":"de","primary_location":{"id":"doi:10.51202/9783181023990-453","doi":"https://doi.org/10.51202/9783181023990-453","is_oa":true,"landing_page_url":"https://doi.org/10.51202/9783181023990-453","pdf_url":null,"source":{"id":"https://openalex.org/S4306464236","display_name":"VDI Verlag eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automation 2022","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4285169069","display_name":"Automation 2022"},"type":"book-chapter","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.51202/9783181023990-453","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012295983","display_name":"Marco G\u00e4rtler","orcid":"https://orcid.org/0000-0002-9338-2823","observed_orcids":["https://orcid.org/0000-0002-9338-2823"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. G\u00e4rtler","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5033110633","display_name":"Benedikt Schmidt","orcid":"https://orcid.org/0009-0004-1937-7905","observed_orcids":["https://orcid.org/0009-0004-1937-7905"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B. Schmidt","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20484032,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"453","last_page":"464"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.6776999831199646,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.6776999831199646,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.10610000044107437,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.05570000037550926,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/few-shot-learning","display_name":"few-shot learning","score":0.8849999904632568},{"id":"https://openalex.org/keywords/novelty-detection","display_name":"novelty detection","score":0.3230000138282776}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3709005117416382}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.51202/9783181023990-453","doi":"https://doi.org/10.51202/9783181023990-453","is_oa":true,"landing_page_url":"https://doi.org/10.51202/9783181023990-453","pdf_url":null,"source":{"id":"https://openalex.org/S4306464236","display_name":"VDI Verlag eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automation 2022","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.51202/9783181023990-453","doi":"https://doi.org/10.51202/9783181023990-453","is_oa":true,"landing_page_url":"https://doi.org/10.51202/9783181023990-453","pdf_url":null,"source":{"id":"https://openalex.org/S4306464236","display_name":"VDI Verlag eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automation 2022","raw_type":"book-chapter"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W6996902920","https://openalex.org/W7135914135","https://openalex.org/W4255510578","https://openalex.org/W3043045881","https://openalex.org/W4404787910","https://openalex.org/W7056954643","https://openalex.org/W7046593384","https://openalex.org/W7047122065","https://openalex.org/W2810872692","https://openalex.org/W7047966546"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2022-07-14T00:00:00"}
