{"id":"https://openalex.org/W3103980224","doi":"https://doi.org/10.5220/0010142902690276","title":"Enhanced Active Learning of Convolutional Neural Networks: A Case Study for Defect Classification in the Semiconductor Industry","display_name":"Enhanced Active Learning of Convolutional Neural Networks: A Case Study for Defect Classification in the Semiconductor Industry","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3103980224","doi":"https://doi.org/10.5220/0010142902690276","mag":"3103980224"},"language":"en","primary_location":{"id":"doi:10.5220/0010142902690276","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010142902690276","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0010142902690276","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028804372","display_name":"Georgios Koutroulis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127322","display_name":"Procomcure Biotech (Austria)","ror":"https://ror.org/035g5pd63","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210127322"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Georgios Koutroulis","raw_affiliation_strings":["Pro2Future GmbH, Graz, Austria, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pro2Future GmbH, Graz, Austria, --- Select a Country ---","institution_ids":["https://openalex.org/I4210127322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034011439","display_name":"Tiago Santos","orcid":"https://orcid.org/0000-0001-6030-774X"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Tiago Santos","raw_affiliation_strings":["Graz University of Technology, Graz, Austria, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graz University of Technology, Graz, Austria, --- Select a Country ---","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102257716","display_name":"Michael Wiedemann","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Wiedemann","raw_affiliation_strings":["TDK Electronics, Deutschlandsberg, Austria, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TDK Electronics, Deutschlandsberg, Austria, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072160172","display_name":"Christian Faistauer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christian Faistauer","raw_affiliation_strings":["TDK Electronics, Deutschlandsberg, Austria, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TDK Electronics, Deutschlandsberg, Austria, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014398832","display_name":"Roman Kern","orcid":"https://orcid.org/0000-0003-0202-6100"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]},{"id":"https://openalex.org/I4210088621","display_name":"Know Center Research GmbH (Austria)","ror":"https://ror.org/004zhad81","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210088621"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Roman Kern","raw_affiliation_strings":["Graz University of Technology, Graz, Austria, --- Select a Country ---","Know-Center GmbH, Graz, Austria, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graz University of Technology, Graz, Austria, --- Select a Country ---","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Know-Center GmbH, Graz, Austria, --- Select a Country ---","institution_ids":["https://openalex.org/I4210088621"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024974682","display_name":"Stefan Thalmann","orcid":"https://orcid.org/0000-0001-6529-7958"},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Stefan Thalmann","raw_affiliation_strings":["Business Analytics and Data Science Center, University of Graz, Austria, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business Analytics and Data Science Center, University of Graz, Austria, --- Select a Country ---","institution_ids":["https://openalex.org/I15766117"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"269","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9663000106811523,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/semiconductor-industry","display_name":"Semiconductor industry","score":0.6831755638122559},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6830023527145386},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6110188961029053},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5165976285934448},{"id":"https://openalex.org/keywords/semiconductor","display_name":"Semiconductor","score":0.45273512601852417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4205895960330963},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39626461267471313},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.18528997898101807},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.1745787262916565},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15227359533309937},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.12504786252975464}],"concepts":[{"id":"https://openalex.org/C2987888538","wikidata":"https://www.wikidata.org/wiki/Q2986369","display_name":"Semiconductor industry","level":2,"score":0.6831755638122559},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6830023527145386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6110188961029053},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5165976285934448},{"id":"https://openalex.org/C108225325","wikidata":"https://www.wikidata.org/wiki/Q11456","display_name":"Semiconductor","level":2,"score":0.45273512601852417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4205895960330963},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39626461267471313},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.18528997898101807},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1745787262916565},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15227359533309937},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.12504786252975464}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0010142902690276","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010142902690276","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0010142902690276","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010142902690276","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4287776258","https://openalex.org/W3027997911","https://openalex.org/W2337926734","https://openalex.org/W1629725936","https://openalex.org/W4366224123","https://openalex.org/W4312501200","https://openalex.org/W4313050734","https://openalex.org/W4320802194","https://openalex.org/W2963958939","https://openalex.org/W4308353688"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
