{"id":"https://openalex.org/W2289997491","doi":"https://doi.org/10.1109/icsipa.2015.7412226","title":"Machining process classification using PCA reduced histogram features and the Support Vector Machine","display_name":"Machining process classification using PCA reduced histogram features and the Support Vector Machine","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2289997491","doi":"https://doi.org/10.1109/icsipa.2015.7412226","mag":"2289997491"},"language":"en","primary_location":{"id":"doi:10.1109/icsipa.2015.7412226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsipa.2015.7412226","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)","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/A5009113935","display_name":"Mohammed Waleed Ashour","orcid":"https://orcid.org/0000-0003-1365-8840"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Mohammed Waleed Ashour","raw_affiliation_strings":["Multimedia Department, Universiti Putra Malaysia, Serdang, Malaysia"],"affiliations":[{"raw_affiliation_string":"Multimedia Department, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001245212","display_name":"Fatimah Khalid","orcid":"https://orcid.org/0000-0002-5791-065X"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Fatimah Khalid","raw_affiliation_strings":["Multimedia Department, Universiti Putra Malaysia, Serdang, Malaysia"],"affiliations":[{"raw_affiliation_string":"Multimedia Department, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032658665","display_name":"Alfian Abdul Halin","orcid":"https://orcid.org/0000-0002-0318-4496"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Alfian Abdul Halin","raw_affiliation_strings":["Multimedia Department, Universiti Putra Malaysia, Serdang, Malaysia"],"affiliations":[{"raw_affiliation_string":"Multimedia Department, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019058734","display_name":"Lili Nurliyana Abdullah","orcid":"https://orcid.org/0000-0001-8704-2390"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Lili Nurliyana Abdullah","raw_affiliation_strings":["Multimedia Department, Universiti Putra Malaysia, Serdang, Malaysia"],"affiliations":[{"raw_affiliation_string":"Multimedia Department, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009113935"],"corresponding_institution_ids":["https://openalex.org/I130343225"],"apc_list":null,"apc_paid":null,"fwci":0.9507,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.78206697,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"414","last_page":"418"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9995999932289124,"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":0.9995999932289124,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9991999864578247,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9940999746322632,"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/support-vector-machine","display_name":"Support vector machine","score":0.8352936506271362},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7050622701644897},{"id":"https://openalex.org/keywords/machining","display_name":"Machining","score":0.6963562965393066},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6490002870559692},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5820709466934204},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5774723291397095},{"id":"https://openalex.org/keywords/lapping","display_name":"Lapping","score":0.5422959327697754},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4971919357776642},{"id":"https://openalex.org/keywords/grinding","display_name":"Grinding","score":0.47143617272377014},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4414016306400299},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4132993221282959},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.4107927680015564},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2658177614212036},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.13016149401664734},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.12698602676391602}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8352936506271362},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7050622701644897},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.6963562965393066},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6490002870559692},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5820709466934204},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5774723291397095},{"id":"https://openalex.org/C109880203","wikidata":"https://www.wikidata.org/wiki/Q1505601","display_name":"Lapping","level":2,"score":0.5422959327697754},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4971919357776642},{"id":"https://openalex.org/C2777571299","wikidata":"https://www.wikidata.org/wiki/Q3680646","display_name":"Grinding","level":2,"score":0.47143617272377014},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4414016306400299},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4132993221282959},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.4107927680015564},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2658177614212036},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.13016149401664734},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.12698602676391602}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icsipa.2015.7412226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsipa.2015.7412226","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)","raw_type":"proceedings-article"},{"id":"pmh:oai:psasir.upm.edu.my:48220","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196260","display_name":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130343225","host_organization_name":"Universiti Putra Malaysia","host_organization_lineage":["https://openalex.org/I130343225"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6100000143051147,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W111850244","https://openalex.org/W1578278023","https://openalex.org/W1592865851","https://openalex.org/W1953358604","https://openalex.org/W1966380235","https://openalex.org/W1994250276","https://openalex.org/W2032169844","https://openalex.org/W2035549557","https://openalex.org/W2057702684","https://openalex.org/W2082567546","https://openalex.org/W2086211862","https://openalex.org/W2097066445","https://openalex.org/W2100860054","https://openalex.org/W2119440128","https://openalex.org/W2119711457","https://openalex.org/W2156909104","https://openalex.org/W2223243518","https://openalex.org/W2274981653","https://openalex.org/W2318363749","https://openalex.org/W2614981481","https://openalex.org/W2911956715","https://openalex.org/W4285719527","https://openalex.org/W6634493126","https://openalex.org/W6694455290","https://openalex.org/W6738260294"],"related_works":["https://openalex.org/W4230931963","https://openalex.org/W2525880788","https://openalex.org/W2365012537","https://openalex.org/W2004565450","https://openalex.org/W2354681012","https://openalex.org/W2167047831","https://openalex.org/W118327980","https://openalex.org/W2917747028","https://openalex.org/W4251827270","https://openalex.org/W2371415574"],"abstract_inverted_index":{"Being":[0],"able":[1],"to":[2,44],"identify":[3],"machining":[4,71],"processes":[5,72],"that":[6,98],"produce":[7],"specific":[8],"machined":[9,66],"surfaces":[10,67],"is":[11,60,93],"crucial":[12],"in":[13,35],"modern":[14],"manufacturing":[15],"production.":[16],"Image":[17],"processing":[18],"and":[19,38,46,81],"computer":[20],"vision":[21],"technologies":[22],"have":[23],"become":[24],"indispensable":[25],"tools":[26],"for":[27,62,108],"automated":[28],"identification":[29],"with":[30,57,101],"benefits":[31],"such":[32],"as":[33,89],"reduction":[34],"inspection":[36],"time":[37],"avoidance":[39],"of":[40,65,73,85,112],"human":[41],"errors":[42],"due":[43],"inconsistency":[45],"fatigue.":[47],"In":[48],"this":[49],"paper,":[50],"the":[51,63,69,86,90,99,102],"Support":[52],"Vector":[53],"Machine":[54],"(SVM)":[55],"classifier":[56],"various":[58],"kernels":[59],"investigated":[61],"categorization":[64],"into":[68],"six":[70],"Turning,":[74],"Grinding,":[75],"Horizontal":[76],"Milling,":[77,79],"Vertical":[78],"Lapping,":[80],"Shaping.":[82],"The":[83],"effectiveness":[84],"gray-level":[87],"histogram":[88],"discriminating":[91],"feature":[92],"explored.":[94],"Experimental":[95],"results":[96],"suggest":[97],"SVM":[100],"linear":[103],"kernel":[104],"provides":[105],"superior":[106],"performance":[107],"a":[109],"dataset":[110],"consisting":[111],"72":[113],"workpiece":[114],"images.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
