{"id":"https://openalex.org/W4360985581","doi":"https://doi.org/10.1007/s10044-023-01143-1","title":"Deep learning-based cutting force prediction for machining process using monitoring data","display_name":"Deep learning-based cutting force prediction for machining process using monitoring data","publication_year":2023,"publication_date":"2023-03-27","ids":{"openalex":"https://openalex.org/W4360985581","doi":"https://doi.org/10.1007/s10044-023-01143-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10044-023-01143-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-023-01143-1","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":"Pattern Analysis and Applications","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/A5100734092","display_name":"Soo\u2010Min Lee","orcid":"https://orcid.org/0000-0002-0336-3857"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soomin Lee","raw_affiliation_strings":["Department of Computer Science and Engineering, Chungnam National University, 99 Daehak-ro, Yuseong-gu, Daejeon, 34134, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Chungnam National University, 99 Daehak-ro, Yuseong-gu, Daejeon, 34134, Republic of Korea","institution_ids":["https://openalex.org/I196345858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034147832","display_name":"Wonkeun Jo","orcid":"https://orcid.org/0000-0001-7374-2900"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Wonkeun Jo","raw_affiliation_strings":["Department of Computer Science and Engineering, Chungnam National University, 99 Daehak-ro, Yuseong-gu, Daejeon, 34134, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Chungnam National University, 99 Daehak-ro, Yuseong-gu, Daejeon, 34134, Republic of Korea","institution_ids":["https://openalex.org/I196345858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100643041","display_name":"Hyein Kim","orcid":"https://orcid.org/0009-0004-5134-0934"},"institutions":[{"id":"https://openalex.org/I89004649","display_name":"Korea Institute of Industrial Technology","ror":"https://ror.org/04qfph657","country_code":"KR","type":"other","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I89004649"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyein Kim","raw_affiliation_strings":["Smart Manufacturing System R&D Department, Korea Institute of Industrial Technology, 89 Yangdaegiro-gil, Cheonan, 31056, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Smart Manufacturing System R&D Department, Korea Institute of Industrial Technology, 89 Yangdaegiro-gil, Cheonan, 31056, Republic of Korea","institution_ids":["https://openalex.org/I89004649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050958772","display_name":"Jeongin Koo","orcid":null},"institutions":[{"id":"https://openalex.org/I89004649","display_name":"Korea Institute of Industrial Technology","ror":"https://ror.org/04qfph657","country_code":"KR","type":"other","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I89004649"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeongin Koo","raw_affiliation_strings":["Smart Manufacturing System R&D Department, Korea Institute of Industrial Technology, 89 Yangdaegiro-gil, Cheonan, 31056, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Smart Manufacturing System R&D Department, Korea Institute of Industrial Technology, 89 Yangdaegiro-gil, Cheonan, 31056, Republic of Korea","institution_ids":["https://openalex.org/I89004649"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100747075","display_name":"Dongil Kim","orcid":"https://orcid.org/0000-0001-7425-7579"},"institutions":[{"id":"https://openalex.org/I138925566","display_name":"Ewha Womans University","ror":"https://ror.org/053fp5c05","country_code":"KR","type":"education","lineage":["https://openalex.org/I138925566"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Dongil Kim","raw_affiliation_strings":["Department of Data Science, Ewha Womans University, 52 Ewhayeodae-gil, Seodaemun-gu, Seoul, 03760, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Data Science, Ewha Womans University, 52 Ewhayeodae-gil, Seodaemun-gu, Seoul, 03760, Republic of Korea","institution_ids":["https://openalex.org/I138925566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100747075"],"corresponding_institution_ids":["https://openalex.org/I138925566"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.9811,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.84522968,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"26","issue":"3","first_page":"1013","last_page":"1025"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9932000041007996,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9778000116348267,"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/machining","display_name":"Machining","score":0.8986392617225647},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6399035453796387},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5872111916542053},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5702864527702332},{"id":"https://openalex.org/keywords/dynamometer","display_name":"Dynamometer","score":0.5524592995643616},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5345444083213806},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.499300479888916},{"id":"https://openalex.org/keywords/numerical-control","display_name":"Numerical control","score":0.44028687477111816},{"id":"https://openalex.org/keywords/tool-wear","display_name":"Tool wear","score":0.4290289282798767},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.30004891753196716},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2058417797088623},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1963992714881897}],"concepts":[{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.8986392617225647},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6399035453796387},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5872111916542053},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5702864527702332},{"id":"https://openalex.org/C102284421","wikidata":"https://www.wikidata.org/wiki/Q11223329","display_name":"Dynamometer","level":2,"score":0.5524592995643616},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5345444083213806},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.499300479888916},{"id":"https://openalex.org/C175457265","wikidata":"https://www.wikidata.org/wiki/Q190247","display_name":"Numerical control","level":3,"score":0.44028687477111816},{"id":"https://openalex.org/C2776450708","wikidata":"https://www.wikidata.org/wiki/Q6008734","display_name":"Tool wear","level":3,"score":0.4290289282798767},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.30004891753196716},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2058417797088623},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1963992714881897},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/s10044-023-01143-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-023-01143-1","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":"Pattern Analysis and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G3714356999","display_name":null,"funder_award_id":"Kitech EO-19-0043","funder_id":"https://openalex.org/F4320322092","funder_display_name":"Korea Institute of Industrial Technology"},{"id":"https://openalex.org/G5136845782","display_name":null,"funder_award_id":"2020R1F1A1075781","funder_id":"https://openalex.org/F4320322349","funder_display_name":"Ministry of Education, Science and Technology"},{"id":"https://openalex.org/G975165557","display_name":null,"funder_award_id":"2020-0-01441","funder_id":"https://openalex.org/F4320322349","funder_display_name":"Ministry of Education, Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320322092","display_name":"Korea Institute of Industrial Technology","ror":"https://ror.org/04qfph657"},{"id":"https://openalex.org/F4320322349","display_name":"Ministry of Education, Science and Technology","ror":"https://ror.org/01p262204"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W60801063","https://openalex.org/W167610430","https://openalex.org/W1966218581","https://openalex.org/W1969958411","https://openalex.org/W1970144651","https://openalex.org/W1973524966","https://openalex.org/W1976969332","https://openalex.org/W1994260326","https://openalex.org/W2004554503","https://openalex.org/W2012241321","https://openalex.org/W2016077788","https://openalex.org/W2016173000","https://openalex.org/W2022842511","https://openalex.org/W2043436276","https://openalex.org/W2059076513","https://openalex.org/W2064675550","https://openalex.org/W2073204528","https://openalex.org/W2081106685","https://openalex.org/W2126200324","https://openalex.org/W2146063812","https://openalex.org/W2194775991","https://openalex.org/W2302255633","https://openalex.org/W2538346096","https://openalex.org/W2750984989","https://openalex.org/W2789876780","https://openalex.org/W2903167030","https://openalex.org/W2919115771","https://openalex.org/W2954146370","https://openalex.org/W2954782609","https://openalex.org/W2993032300","https://openalex.org/W2994300467","https://openalex.org/W3009238556","https://openalex.org/W3033188861","https://openalex.org/W3034202893","https://openalex.org/W3035548318","https://openalex.org/W3048427786","https://openalex.org/W3185895012","https://openalex.org/W3190534719","https://openalex.org/W4210680911","https://openalex.org/W4229057996","https://openalex.org/W4245907563","https://openalex.org/W4289549896","https://openalex.org/W6828894009"],"related_works":["https://openalex.org/W1496221577","https://openalex.org/W100559523","https://openalex.org/W2060045510","https://openalex.org/W2378403516","https://openalex.org/W2358281326","https://openalex.org/W2715761471","https://openalex.org/W4366272147","https://openalex.org/W4384787137","https://openalex.org/W4313303765","https://openalex.org/W4319073490"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5}],"updated_date":"2026-01-24T23:23:39.755997","created_date":"2025-10-10T00:00:00"}