{"id":"https://openalex.org/W3166198317","doi":"https://doi.org/10.1007/s11227-021-03903-4","title":"Tool wear prediction using convolutional bidirectional LSTM networks","display_name":"Tool wear prediction using convolutional bidirectional LSTM networks","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3166198317","doi":"https://doi.org/10.1007/s11227-021-03903-4","mag":"3166198317"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-021-03903-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-021-03903-4","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/A5101956693","display_name":"Yu-Wei Chan","orcid":"https://orcid.org/0000-0002-4886-6474"},"institutions":[{"id":"https://openalex.org/I177918364","display_name":"Providence University","ror":"https://ror.org/03fcpsq87","country_code":"TW","type":"education","lineage":["https://openalex.org/I177918364"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yu-Wei Chan","raw_affiliation_strings":["Department of Information Management, Providence University, Taiwan, 200, Sec. 7, Taiwan Boulevard, Shalu Dist., Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Providence University, Taiwan, 200, Sec. 7, Taiwan Boulevard, Shalu Dist., Taichung, Taiwan","institution_ids":["https://openalex.org/I177918364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089168644","display_name":"Tsan-Ching Kang","orcid":"https://orcid.org/0000-0002-1229-1461"},"institutions":[{"id":"https://openalex.org/I177918364","display_name":"Providence University","ror":"https://ror.org/03fcpsq87","country_code":"TW","type":"education","lineage":["https://openalex.org/I177918364"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tsan-Ching Kang","raw_affiliation_strings":["College of Computing and Informatics, Providence University, Taiwan, 200, Sec. 7, Taiwan Boulevard, Shalu Dist., Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"College of Computing and Informatics, Providence University, Taiwan, 200, Sec. 7, Taiwan Boulevard, Shalu Dist., Taichung, Taiwan","institution_ids":["https://openalex.org/I177918364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031161487","display_name":"Chao\u2010Tung Yang","orcid":"https://orcid.org/0000-0002-9579-4426"},"institutions":[{"id":"https://openalex.org/I169090423","display_name":"Tunghai University","ror":"https://ror.org/00zhvdn11","country_code":"TW","type":"education","lineage":["https://openalex.org/I169090423"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chao-Tung Yang","raw_affiliation_strings":["Department of Computer Science, Research Center for Smart Sustainable Circular Economy, Tunghai University, Taiwan, No.1727, Sec.4, Taiwan Boulevard, Xitun District, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Research Center for Smart Sustainable Circular Economy, Tunghai University, Taiwan, No.1727, Sec.4, Taiwan Boulevard, Xitun District, Taichung, Taiwan","institution_ids":["https://openalex.org/I169090423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017400947","display_name":"Chih\u2010Hung Chang","orcid":"https://orcid.org/0000-0002-7910-4704"},"institutions":[{"id":"https://openalex.org/I177918364","display_name":"Providence University","ror":"https://ror.org/03fcpsq87","country_code":"TW","type":"education","lineage":["https://openalex.org/I177918364"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Hung Chang","raw_affiliation_strings":["Department of Computer Science and Communication Engineering, Providence University, Taiwan, 200, Sec. 7, Taiwan Boulevard, Shalu Dist., Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Communication Engineering, Providence University, Taiwan, 200, Sec. 7, Taiwan Boulevard, Shalu Dist., Taichung, Taiwan","institution_ids":["https://openalex.org/I177918364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076002632","display_name":"Shih-Meng Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I177918364","display_name":"Providence University","ror":"https://ror.org/03fcpsq87","country_code":"TW","type":"education","lineage":["https://openalex.org/I177918364"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shih-Meng Huang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Providence University, Taiwan, 200, Sec. 7, Taiwan Boulevard, Shalu Dist., Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Providence University, Taiwan, 200, Sec. 7, Taiwan Boulevard, Shalu Dist., Taichung, Taiwan","institution_ids":["https://openalex.org/I177918364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108455747","display_name":"Yin-Te Tsai","orcid":null},"institutions":[{"id":"https://openalex.org/I177918364","display_name":"Providence University","ror":"https://ror.org/03fcpsq87","country_code":"TW","type":"education","lineage":["https://openalex.org/I177918364"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yin-Te Tsai","raw_affiliation_strings":["Department of Computer Science and Communication Engineering, Providence University, Taiwan, 200, Sec. 7, Taiwan Boulevard, Shalu Dist., Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Communication Engineering, Providence University, Taiwan, 200, Sec. 7, Taiwan Boulevard, Shalu Dist., Taichung, Taiwan","institution_ids":["https://openalex.org/I177918364"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101956693"],"corresponding_institution_ids":["https://openalex.org/I177918364"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.8159,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.94013928,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"78","issue":"1","first_page":"810","last_page":"832"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10188","display_name":"Advanced machining processes and optimization","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11451","display_name":"Advanced Machining and Optimization Techniques","score":0.9746999740600586,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9717000126838684,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8378496170043945},{"id":"https://openalex.org/keywords/downtime","display_name":"Downtime","score":0.6398488283157349},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5739587545394897},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5383949875831604},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4942796230316162},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4914320707321167},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.44693219661712646},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.445615291595459},{"id":"https://openalex.org/keywords/tool-wear","display_name":"Tool wear","score":0.43740126490592957},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38842862844467163}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8378496170043945},{"id":"https://openalex.org/C180591934","wikidata":"https://www.wikidata.org/wiki/Q1253369","display_name":"Downtime","level":2,"score":0.6398488283157349},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5739587545394897},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5383949875831604},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4942796230316162},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4914320707321167},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.44693219661712646},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.445615291595459},{"id":"https://openalex.org/C2776450708","wikidata":"https://www.wikidata.org/wiki/Q6008734","display_name":"Tool wear","level":3,"score":0.43740126490592957},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38842862844467163},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-021-03903-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-021-03903-4","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":[{"id":"https://metadata.un.org/sdg/9","score":0.49000000953674316,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2022075901","https://openalex.org/W2064675550","https://openalex.org/W2070461430","https://openalex.org/W2070665593","https://openalex.org/W2072128103","https://openalex.org/W2074088166","https://openalex.org/W2095705004","https://openalex.org/W2113325037","https://openalex.org/W2160815625","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2296283641","https://openalex.org/W2517101095","https://openalex.org/W2559085405","https://openalex.org/W2562762876","https://openalex.org/W2565516711","https://openalex.org/W2580840020","https://openalex.org/W2740570963","https://openalex.org/W2782812883","https://openalex.org/W2788276261","https://openalex.org/W2810292802","https://openalex.org/W2890207295","https://openalex.org/W2907864265","https://openalex.org/W2914488306","https://openalex.org/W2917819557","https://openalex.org/W3000983008","https://openalex.org/W3041632065","https://openalex.org/W3088611441","https://openalex.org/W4231109964"],"related_works":["https://openalex.org/W2046276983","https://openalex.org/W2954002293","https://openalex.org/W2078264086","https://openalex.org/W2164372000","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}