{"id":"https://openalex.org/W4408763362","doi":"https://doi.org/10.1007/s11227-025-07113-0","title":"Enhanced wafer map defect pattern classification through stacking ensemble method and data augmentation integration","display_name":"Enhanced wafer map defect pattern classification through stacking ensemble method and data augmentation integration","publication_year":2025,"publication_date":"2025-03-22","ids":{"openalex":"https://openalex.org/W4408763362","doi":"https://doi.org/10.1007/s11227-025-07113-0"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-025-07113-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07113-0","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110855069","display_name":"Chaoxiong Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chiung-Jung Yang","raw_affiliation_strings":["In-Service Master Program of Artificial Intelligence, National Cheng Kung University, Tainan City, 70101, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"In-Service Master Program of Artificial Intelligence, National Cheng Kung University, Tainan City, 70101, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100650502","display_name":"Yuhan Chen","orcid":"https://orcid.org/0000-0002-2950-2675"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Han Chen","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan City, 70101, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan City, 70101, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103047340","display_name":"Sun\u2010Yuan Hsieh","orcid":"https://orcid.org/0000-0003-4746-3179"},"institutions":[{"id":"https://openalex.org/I193365169","display_name":"National Chi Nan University","ror":"https://ror.org/03ha6v181","country_code":"TW","type":"education","lineage":["https://openalex.org/I193365169"]},{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]},{"id":"https://openalex.org/I4210098366","display_name":"Institute of Information Science, Academia Sinica","ror":"https://ror.org/00z83z196","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210098366","https://openalex.org/I84653119"]},{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Sun-Yuan Hsieh","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan City, 70101, Taiwan","In-Service Master Program of Artificial Intelligence, National Cheng Kung University, Tainan City, 70101, Taiwan","Institute of Information Science, Academia Sinica, Taipei City, 115, Taiwan","Institute of Manufacturing Information and Systems, National Cheng Kung University, Tainan City, 70101, Taiwan","Institute of Manufacturing Information and Systems, National Chi Nan University, Nantou City, 54561, Taiwan","Institution of Medical Informatics, National Cheng Kung University, Tainan City, 70101, Taiwan","Research Center for Information Technology Innovation, Academia Sinica, Taipei City, 115, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan City, 70101, Taiwan","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"In-Service Master Program of Artificial Intelligence, National Cheng Kung University, Tainan City, 70101, Taiwan","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"Institute of Information Science, Academia Sinica, Taipei City, 115, Taiwan","institution_ids":["https://openalex.org/I4210098366"]},{"raw_affiliation_string":"Institute of Manufacturing Information and Systems, National Cheng Kung University, Tainan City, 70101, Taiwan","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"Institute of Manufacturing Information and Systems, National Chi Nan University, Nantou City, 54561, Taiwan","institution_ids":["https://openalex.org/I193365169"]},{"raw_affiliation_string":"Institution of Medical Informatics, National Cheng Kung University, Tainan City, 70101, Taiwan","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"Research Center for Information Technology Innovation, Academia Sinica, Taipei City, 115, Taiwan","institution_ids":["https://openalex.org/I4210086894"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103047340"],"corresponding_institution_ids":["https://openalex.org/I193365169","https://openalex.org/I4210086894","https://openalex.org/I4210098366","https://openalex.org/I91807558"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.1108,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.90923739,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"81","issue":"5","first_page":null,"last_page":null},"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9994000196456909,"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/T11338","display_name":"Advancements in Photolithography Techniques","score":0.9991999864578247,"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/stacking","display_name":"Stacking","score":0.9073516726493835},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9009925127029419},{"id":"https://openalex.org/keywords/wafer","display_name":"Wafer","score":0.6683610677719116},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49880337715148926},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4693528115749359},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4344612956047058},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.14476171135902405},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.09439504146575928}],"concepts":[{"id":"https://openalex.org/C33347731","wikidata":"https://www.wikidata.org/wiki/Q285210","display_name":"Stacking","level":2,"score":0.9073516726493835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9009925127029419},{"id":"https://openalex.org/C160671074","wikidata":"https://www.wikidata.org/wiki/Q267131","display_name":"Wafer","level":2,"score":0.6683610677719116},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49880337715148926},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4693528115749359},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4344612956047058},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.14476171135902405},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.09439504146575928},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C46141821","wikidata":"https://www.wikidata.org/wiki/Q209402","display_name":"Nuclear magnetic resonance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-025-07113-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07113-0","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1979336685","https://openalex.org/W1994368277","https://openalex.org/W2013927912","https://openalex.org/W2020286945","https://openalex.org/W2032099903","https://openalex.org/W2044855549","https://openalex.org/W2100495367","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2593609447","https://openalex.org/W2622826443","https://openalex.org/W2726539084","https://openalex.org/W2919115771","https://openalex.org/W2922187519","https://openalex.org/W2940617832","https://openalex.org/W2954996726","https://openalex.org/W2963446712","https://openalex.org/W2995046251","https://openalex.org/W3015938507","https://openalex.org/W3024903722","https://openalex.org/W3046371026","https://openalex.org/W3088622113","https://openalex.org/W3151307229","https://openalex.org/W3193550730","https://openalex.org/W3193736071","https://openalex.org/W3197438232","https://openalex.org/W4232478844","https://openalex.org/W4285219337","https://openalex.org/W4285798956","https://openalex.org/W4309709748","https://openalex.org/W4312899448","https://openalex.org/W4319763563","https://openalex.org/W4388425154","https://openalex.org/W4393405614","https://openalex.org/W4396531183","https://openalex.org/W4400130022"],"related_works":["https://openalex.org/W2035329725","https://openalex.org/W2070875936","https://openalex.org/W4250391473","https://openalex.org/W4302292679","https://openalex.org/W4241625287","https://openalex.org/W2050788868","https://openalex.org/W4295885776","https://openalex.org/W2017707213","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}