{"id":"https://openalex.org/W1970032955","doi":"https://doi.org/10.1145/1500879.1500925","title":"Prediction of surface roughness using artificial neural network in lathe","display_name":"Prediction of surface roughness using artificial neural network in lathe","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W1970032955","doi":"https://doi.org/10.1145/1500879.1500925","mag":"1970032955"},"language":"en","primary_location":{"id":"doi:10.1145/1500879.1500925","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1500879.1500925","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing - CompSysTech '08","raw_type":"proceedings-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/A5027045454","display_name":"\u015eakir Ta\u015fdemir","orcid":"https://orcid.org/0000-0002-2433-246X"},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"\u015eakir Ta\u015fdemir","raw_affiliation_strings":["Selcuk University, Konya/Turkey"],"affiliations":[{"raw_affiliation_string":"Selcuk University, Konya/Turkey","institution_ids":["https://openalex.org/I137996928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001296516","display_name":"S\u00fcleyman Ne\u015feli","orcid":"https://orcid.org/0000-0003-1553-581X"},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"S\u00fcleyman Ne\u015feli","raw_affiliation_strings":["Selcuk University, Konya/Turkey"],"affiliations":[{"raw_affiliation_string":"Selcuk University, Konya/Turkey","institution_ids":["https://openalex.org/I137996928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021181923","display_name":"\u0130smail Sar\u0131ta\u015f","orcid":"https://orcid.org/0000-0002-5743-4593"},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ismail Sarita\u015f","raw_affiliation_strings":["Selcuk University, Konya/Turkey"],"affiliations":[{"raw_affiliation_string":"Selcuk University, Konya/Turkey","institution_ids":["https://openalex.org/I137996928"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017798745","display_name":"S\u00fcleyman Yald\u0131z","orcid":null},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"S\u00fcleyman Yaldiz","raw_affiliation_strings":["Selcuk University, Konya/Turkey"],"affiliations":[{"raw_affiliation_string":"Selcuk University, Konya/Turkey","institution_ids":["https://openalex.org/I137996928"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027045454"],"corresponding_institution_ids":["https://openalex.org/I137996928"],"apc_list":null,"apc_paid":null,"fwci":4.2655,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.92854715,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"IIIB.6","last_page":"IIIB.6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9970999956130981,"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/T11301","display_name":"Advanced Surface Polishing Techniques","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/artificial-neural-network","display_name":"Artificial neural network","score":0.8386517763137817},{"id":"https://openalex.org/keywords/surface-roughness","display_name":"Surface roughness","score":0.790709376335144},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5438379645347595},{"id":"https://openalex.org/keywords/surface-finish","display_name":"Surface finish","score":0.47423455119132996},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.4255147874355316},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.393552303314209},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3379341661930084},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.2642582654953003},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2563115954399109},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.11635273694992065},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08409693837165833},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.06005731225013733}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.8386517763137817},{"id":"https://openalex.org/C107365816","wikidata":"https://www.wikidata.org/wiki/Q114817","display_name":"Surface roughness","level":2,"score":0.790709376335144},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5438379645347595},{"id":"https://openalex.org/C71039073","wikidata":"https://www.wikidata.org/wiki/Q3439090","display_name":"Surface finish","level":2,"score":0.47423455119132996},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.4255147874355316},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.393552303314209},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3379341661930084},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.2642582654953003},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2563115954399109},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.11635273694992065},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08409693837165833},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.06005731225013733}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1500879.1500925","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1500879.1500925","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing - CompSysTech '08","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1552204417","https://openalex.org/W1968689706","https://openalex.org/W1989557966","https://openalex.org/W1991175162","https://openalex.org/W1991356470","https://openalex.org/W1997989693","https://openalex.org/W2014042018","https://openalex.org/W2016143777","https://openalex.org/W2027236357","https://openalex.org/W2028821199","https://openalex.org/W2036590242","https://openalex.org/W2041104343","https://openalex.org/W2059862699","https://openalex.org/W2065990057","https://openalex.org/W2068321321","https://openalex.org/W2076703302","https://openalex.org/W2082073455"],"related_works":["https://openalex.org/W2184494293","https://openalex.org/W2386922414","https://openalex.org/W4313638943","https://openalex.org/W1966522691","https://openalex.org/W4304014137","https://openalex.org/W3034740403","https://openalex.org/W2032025132","https://openalex.org/W4297916609","https://openalex.org/W2349732462","https://openalex.org/W3133982275"],"abstract_inverted_index":{"In":[0,94],"this":[1,95],"study,":[2,60,96],"the":[3,43,46,63,72,117],"effect":[4],"of":[5,37,45,76,116,125],"tool":[6,78,88],"geometry":[7,34],"on":[8,23,108],"surface":[9,49,64,97],"roughness":[10,50,98],"has":[11,19,51,68,105,138],"been":[12,20,52,69,92,106,139],"investigated":[13],"in":[14,27],"universal":[15],"lathe.":[16],"Machining":[17],"process":[18],"carried":[21],"out":[22],"AISI":[24],"1040":[25],"steel":[26],"dry":[28],"cutting":[29,47],"condition":[30],"using":[31,54,71,111],"various":[32],"insert":[33],"at":[35],"depth":[36],"cut":[38],"off":[39],"0.5":[40],"mm.":[41],"At":[42],"end":[44],"operation,":[48],"measured":[53],"MAHR":[55],"M1":[56],"perthometer.":[57],"After":[58],"experimental":[59,118],"to":[61],"predict":[62],"roughness,":[65],"an":[66],"ANN":[67,104,121,137],"modelled":[70],"data":[73,119],"obtained.":[74],"Modelling":[75],"ANN;":[77],"nose":[79],"radius":[80],"(r),":[81],"approach":[82],"angle":[83,86],"(K),":[84],"rake":[85],"(Y),":[87],"overhang":[89],"(L)":[90],"have":[91],"used.":[93],"(Ra)":[99],"is":[100,132],"output":[101],"data.":[102],"The":[103],"designed":[107],"PC":[109],"by":[110,123],"Matlab":[112],"6.5":[113],"software.":[114],"Comparison":[115],"and":[120,136],"results":[122],"means":[124],"statistically":[126],"t":[127],"test":[128],"show":[129],"that":[130],"there":[131],"no":[133],"significant":[134],"difference":[135],"used":[140],"confidently.":[141]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}