{"id":"https://openalex.org/W3118069002","doi":"https://doi.org/10.3233/jifs-189551","title":"Research on electrochemical discharge machining based on image features and SVM algorithm","display_name":"Research on electrochemical discharge machining based on image features and SVM algorithm","publication_year":2020,"publication_date":"2020-12-22","ids":{"openalex":"https://openalex.org/W3118069002","doi":"https://doi.org/10.3233/jifs-189551","mag":"3118069002"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-189551","doi":"https://doi.org/10.3233/jifs-189551","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-189551","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5048137655","display_name":"Jianxiao Bian","orcid":"https://orcid.org/0000-0002-3734-2632","observed_orcids":["https://orcid.org/0000-0002-3734-2632"]},"institutions":[{"id":"https://openalex.org/I3132882781","display_name":"Longdong University","ror":"https://ror.org/03wcn4h12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3132882781"]},{"id":"https://openalex.org/I4210110558","display_name":"Xi'an Technological University","ror":"https://ror.org/01t8prc81","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210110558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxiao Bian","raw_affiliation_strings":["School of Mechanical Engineering, Longdong University, Qingyang, China","School of Mechanical Engineering, Xi\u2019an Technological University, Xi\u2019an, China","Shaanxi Key Laboratory of Non-Traditional Machining, Xi\u2019an Technological University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Longdong University, Qingyang, China","institution_ids":["https://openalex.org/I3132882781"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Technological University, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210110558"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Non-Traditional Machining, Xi\u2019an Technological University, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210110558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020558784","display_name":"Baoji Ma","orcid":"https://orcid.org/0000-0001-8824-1607","observed_orcids":["https://orcid.org/0000-0001-8824-1607"]},"institutions":[{"id":"https://openalex.org/I4210110558","display_name":"Xi'an Technological University","ror":"https://ror.org/01t8prc81","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210110558"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Baoji Ma","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Technological University, Xi\u2019an, China","Shaanxi Key Laboratory of Non-Traditional Machining, Xi\u2019an Technological University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Technological University, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210110558"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Non-Traditional Machining, Xi\u2019an Technological University, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210110558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020558784"],"corresponding_institution_ids":["https://openalex.org/I4210110558"],"apc_list":{"value":4150,"currency":"USD","value_usd":4150},"apc_paid":null,"fwci":0.3795,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62568391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":"40","issue":"4","first_page":"7247","last_page":"7258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11451","display_name":"Advanced Machining and Optimization Techniques","score":1.0,"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/T11451","display_name":"Advanced Machining and Optimization Techniques","score":1.0,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.0,"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/T11921","display_name":"Electroconvulsive Therapy Studies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electrochemical-discharge-machining","display_name":"electrochemical discharge machining","score":0.9990000128746033},{"id":"https://openalex.org/keywords/image-feature-recognition","display_name":"image feature recognition","score":0.8629999756813049},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9940000176429749},{"id":"https://openalex.org/keywords/process-control","display_name":"process control","score":0.6119999885559082},{"id":"https://openalex.org/keywords/material-removal-mechanism","display_name":"material removal mechanism","score":0.9860000014305115},{"id":"https://openalex.org/keywords/bubble-formation","display_name":"bubble formation","score":0.8370000123977661},{"id":"https://openalex.org/keywords/spark-discharge","display_name":"spark discharge","score":0.9480000138282776},{"id":"https://openalex.org/keywords/machining-process-monitoring","display_name":"machining process monitoring","score":0.671999990940094}],"concepts":[{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.7717487812042236},{"id":"https://openalex.org/C2777887233","wikidata":"https://www.wikidata.org/wiki/Q1196855","display_name":"Electrochemical machining","level":4,"score":0.7052746415138245},{"id":"https://openalex.org/C140075996","wikidata":"https://www.wikidata.org/wiki/Q577484","display_name":"Electrical discharge machining","level":3,"score":0.6344010829925537},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6041918396949768},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5731449127197266},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.563437283039093},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.49960875511169434},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.48857197165489197},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.4544723927974701},{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"score":0.4119880497455597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28022611141204834},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.1959581971168518},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1768578290939331},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10206818580627441},{"id":"https://openalex.org/C68801617","wikidata":"https://www.wikidata.org/wiki/Q162908","display_name":"Electrolyte","level":3,"score":0.08679670095443726},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-189551","doi":"https://doi.org/10.3233/jifs-189551","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-189551","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1889159611","https://openalex.org/W1980833246","https://openalex.org/W1993318040","https://openalex.org/W1994117423","https://openalex.org/W2007206096","https://openalex.org/W2015398052","https://openalex.org/W2044451664","https://openalex.org/W2083295240","https://openalex.org/W2096953350","https://openalex.org/W2098466910","https://openalex.org/W2176629379","https://openalex.org/W2264852208","https://openalex.org/W2289616942","https://openalex.org/W2324573419","https://openalex.org/W2324914458","https://openalex.org/W2471391766","https://openalex.org/W2473147349","https://openalex.org/W2483769776","https://openalex.org/W2548728501","https://openalex.org/W2565698194","https://openalex.org/W2575710385","https://openalex.org/W2750183885","https://openalex.org/W2771987238","https://openalex.org/W2777465902","https://openalex.org/W2805264131","https://openalex.org/W2810921238","https://openalex.org/W2911805374","https://openalex.org/W2912237836","https://openalex.org/W2966215858","https://openalex.org/W3082736397","https://openalex.org/W6766823053"],"related_works":["https://openalex.org/W2141562330","https://openalex.org/W2612249400","https://openalex.org/W2969744319","https://openalex.org/W2120442692","https://openalex.org/W2120606216","https://openalex.org/W2003077984","https://openalex.org/W4387651862","https://openalex.org/W1995877728","https://openalex.org/W2526786140","https://openalex.org/W2569359971"],"abstract_inverted_index":{"The":[0,127],"electrochemical":[1,29,53,67,88,133,164],"discharge":[2,30,54,68,89,104,134,165],"machining":[3,12,31,37,55,69,90,135,166],"process":[4,13,32,79],"is":[5,14],"affected":[6],"by":[7],"many":[8],"factors,":[9],"so":[10],"the":[11,25,28,36,41,47,66,75,83,93,112,117,122,132,158,163],"difficult":[15],"to":[16,22,50,63,92,116,157],"be":[17,155],"qualitatively":[18],"analyzed.":[19],"In":[20,107],"order":[21],"further":[23],"understand":[24],"characteristics":[26],"of":[27,87,96,162],"and":[33,57,81,102,120,141,152,160],"better":[34],"master":[35],"skills,":[38],"based":[39,137],"on":[40,138],"image":[42,59,139],"features,":[43],"this":[44,72,109,146],"article":[45,73,110],"uses":[46,58],"SVM":[48,142],"algorithm":[49,143],"build":[51],"an":[52],"system,":[56],"feature":[60],"recognition":[61],"technology":[62],"effectively":[64],"control":[65,161],"process.":[70,167],"Moreover,":[71],"analyzes":[74,111],"laser":[76],"back-wet":[77],"etching":[78],"mechanism":[80,86],"discusses":[82],"material":[84],"removal":[85,105],"according":[91,115],"three":[94],"processes":[95],"bubble":[97],"generation,":[98],"gas":[99],"layer":[100],"formation,":[101],"spark":[103],"material.":[106],"addition,":[108],"system":[113,136],"performance":[114],"actual":[118],"situation":[119],"displays":[121],"results":[123,129],"through":[124],"statistical":[125],"methods.":[126],"research":[128],"show":[130],"that":[131],"features":[140],"constructed":[144],"in":[145],"paper":[147],"has":[148],"a":[149],"good":[150],"effect,":[151],"it":[153],"can":[154],"applied":[156],"management":[159]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-10-08T09:06:37.294493","created_date":"2021-01-05T00:00:00"}