{"id":"https://openalex.org/W2038338100","doi":"https://doi.org/10.1007/s10845-010-0415-2","title":"Support vector machines models for surface roughness prediction in CNC turning of AISI 304 austenitic stainless steel","display_name":"Support vector machines models for surface roughness prediction in CNC turning of AISI 304 austenitic stainless steel","publication_year":2010,"publication_date":"2010-05-12","ids":{"openalex":"https://openalex.org/W2038338100","doi":"https://doi.org/10.1007/s10845-010-0415-2","mag":"2038338100"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-010-0415-2","doi":"https://doi.org/10.1007/s10845-010-0415-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-010-0415-2","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-2","poland-140","russia-white-list-1"],"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":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11508/61137","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048466958","display_name":"Ula\u015f \u00c7ayda\u015f","orcid":"https://orcid.org/0000-0001-6706-1332","observed_orcids":["https://orcid.org/0000-0001-6706-1332"]},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ula\u015f \u00c7ayda\u015f","raw_affiliation_strings":["Technical Education Faculty, Department of Manufacturing, University of Firat, 23119, Elazig, Turkey","Technical Education Faculty, Department of Manufacturing, University of Firat, Elazig, Turkey 23119#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical Education Faculty, Department of Manufacturing, University of Firat, 23119, Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]},{"raw_affiliation_string":"Technical Education Faculty, Department of Manufacturing, University of Firat, Elazig, Turkey 23119#TAB#","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056482269","display_name":"Sami Ekici","orcid":"https://orcid.org/0000-0002-6760-2183","observed_orcids":["https://orcid.org/0000-0002-6760-2183"]},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sami Ekici","raw_affiliation_strings":["Technical Education Faculty, Department of Electric, University of Firat, 23119, Elazig, Turkey","Technical Education Faculty, Department of Electric, University of Firat, Elazig, Turkey 23119#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical Education Faculty, Department of Electric, University of Firat, 23119, Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]},{"raw_affiliation_string":"Technical Education Faculty, Department of Electric, University of Firat, Elazig, Turkey 23119#TAB#","institution_ids":["https://openalex.org/I143396566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5048466958"],"corresponding_institution_ids":["https://openalex.org/I143396566"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":13.4325,"has_fulltext":false,"cited_by_count":216,"citation_normalized_percentile":{"value":0.98811508,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"23","issue":"3","first_page":"639","last_page":"650"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9976000189781189,"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":0.9976000189781189,"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":0.0012000000569969416,"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/T13113","display_name":"Engineering Technology and Methodologies","score":0.00019999999494757503,"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/surface-roughness-prediction","display_name":"surface roughness prediction","score":0.9319999814033508},{"id":"https://openalex.org/keywords/cnc-turning","display_name":"CNC turning","score":0.9070000052452087},{"id":"https://openalex.org/keywords/304-stainless-steel","display_name":"304 stainless steel","score":0.9520000219345093},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9440000057220459},{"id":"https://openalex.org/keywords/least-squares-support-vector-machine","display_name":"least squares support vector machine","score":0.9079999923706055},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.843999981880188},{"id":"https://openalex.org/keywords/cutting-parameters","display_name":"cutting parameters","score":0.8450000286102295},{"id":"https://openalex.org/keywords/cutting-speed","display_name":"cutting speed","score":0.796999990940094},{"id":"https://openalex.org/keywords/feed-rate","display_name":"feed rate","score":1.0},{"id":"https://openalex.org/keywords/depth-of-cut","display_name":"depth of cut","score":0.8659999966621399},{"id":"https://openalex.org/keywords/full-factorial-design","display_name":"full factorial design","score":0.7519999742507935}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7849692702293396},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.7324641942977905},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7284712791442871},{"id":"https://openalex.org/C107365816","wikidata":"https://www.wikidata.org/wiki/Q114817","display_name":"Surface roughness","level":2,"score":0.6593415141105652},{"id":"https://openalex.org/C2779229422","wikidata":"https://www.wikidata.org/wiki/Q3604146","display_name":"Austenitic stainless steel","level":3,"score":0.6579359769821167},{"id":"https://openalex.org/C47702885","wikidata":"https://www.wikidata.org/wiki/Q5441227","display_name":"Feedforward neural network","level":3,"score":0.47690606117248535},{"id":"https://openalex.org/C169222746","wikidata":"https://www.wikidata.org/wiki/Q4116558","display_name":"Factorial experiment","level":2,"score":0.46509304642677307},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.44922250509262085},{"id":"https://openalex.org/C71039073","wikidata":"https://www.wikidata.org/wiki/Q3439090","display_name":"Surface finish","level":2,"score":0.4229722023010254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3361869752407074},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3080406188964844},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.2694958448410034},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24686989188194275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23331278562545776},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.20594778656959534},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.11880937218666077},{"id":"https://openalex.org/C20625102","wikidata":"https://www.wikidata.org/wiki/Q137056","display_name":"Corrosion","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10845-010-0415-2","doi":"https://doi.org/10.1007/s10845-010-0415-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-010-0415-2","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-2","poland-140","russia-white-list-1"],"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":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:openaccess.firat.edu.tr:11508/61137","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11508/61137","pdf_url":null,"source":{"id":"https://openalex.org/S4377196733","display_name":"DSpace - FIRAT (F\u0131rat University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I143396566","host_organization_name":"F\u0131rat University","host_organization_lineage":["https://openalex.org/I143396566"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:openaccess.firat.edu.tr:11508/61137","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11508/61137","pdf_url":null,"source":{"id":"https://openalex.org/S4377196733","display_name":"DSpace - FIRAT (F\u0131rat University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I143396566","host_organization_name":"F\u0131rat University","host_organization_lineage":["https://openalex.org/I143396566"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W195150910","https://openalex.org/W1496317909","https://openalex.org/W1964357740","https://openalex.org/W1967695365","https://openalex.org/W1970079504","https://openalex.org/W1978032396","https://openalex.org/W1980494060","https://openalex.org/W1983853165","https://openalex.org/W1999531737","https://openalex.org/W2004433438","https://openalex.org/W2005429992","https://openalex.org/W2005585791","https://openalex.org/W2008056655","https://openalex.org/W2010727841","https://openalex.org/W2032082108","https://openalex.org/W2038018434","https://openalex.org/W2042527024","https://openalex.org/W2046422035","https://openalex.org/W2046853925","https://openalex.org/W2048616427","https://openalex.org/W2050460824","https://openalex.org/W2051691088","https://openalex.org/W2052876121","https://openalex.org/W2056780814","https://openalex.org/W2072597598","https://openalex.org/W2074181469","https://openalex.org/W2081365748","https://openalex.org/W2085783010","https://openalex.org/W2088347837","https://openalex.org/W2109064309","https://openalex.org/W2110376334","https://openalex.org/W2111939944","https://openalex.org/W2121753122","https://openalex.org/W2125133690","https://openalex.org/W2127568771","https://openalex.org/W2137226992","https://openalex.org/W2139212933","https://openalex.org/W2147579659","https://openalex.org/W2147993235","https://openalex.org/W2148138104","https://openalex.org/W2157070880","https://openalex.org/W2160483056","https://openalex.org/W2162807413","https://openalex.org/W2172073485","https://openalex.org/W2184480274","https://openalex.org/W3193477162","https://openalex.org/W6641163509"],"related_works":["https://openalex.org/W2098100436","https://openalex.org/W2162141840","https://openalex.org/W2791877453","https://openalex.org/W7217742250","https://openalex.org/W4289104306","https://openalex.org/W2297826047","https://openalex.org/W7096511691","https://openalex.org/W1978821169","https://openalex.org/W2775753017","https://openalex.org/W2475651997"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":18},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":15},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}