{"id":"https://openalex.org/W3092170464","doi":"https://doi.org/10.1007/s00500-020-05348-y","title":"Machine learning for KPIs prediction: a case study of the overall equipment effectiveness within the automotive industry","display_name":"Machine learning for KPIs prediction: a case study of the overall equipment effectiveness within the automotive industry","publication_year":2020,"publication_date":"2020-10-05","ids":{"openalex":"https://openalex.org/W3092170464","doi":"https://doi.org/10.1007/s00500-020-05348-y","mag":"3092170464"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-020-05348-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-020-05348-y","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","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/A5033733206","display_name":"Choumicha El Mazgualdi","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Choumicha EL Mazgualdi","raw_affiliation_strings":["Laboratory of Mathematical Modeling, Simulation and Smart Systems (L2M3S), Artificial Intelligence for Engineering Sciences Team, ENSAM-Meknes, Moulay ISMAIL University, B.P. 15290, Marjane 2, Al-Mansor, 50500, Meknes, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Mathematical Modeling, Simulation and Smart Systems (L2M3S), Artificial Intelligence for Engineering Sciences Team, ENSAM-Meknes, Moulay ISMAIL University, B.P. 15290, Marjane 2, Al-Mansor, 50500, Meknes, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005732901","display_name":"Tawfik Masrour","orcid":"https://orcid.org/0000-0002-7761-6300"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tawfik Masrour","raw_affiliation_strings":["Laboratory of Mathematical Modeling, Simulation and Smart Systems (L2M3S), Artificial Intelligence for Engineering Sciences Team, ENSAM-Meknes, Moulay ISMAIL University, B.P. 15290, Marjane 2, Al-Mansor, 50500, Meknes, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-7761-6300","affiliations":[{"raw_affiliation_string":"Laboratory of Mathematical Modeling, Simulation and Smart Systems (L2M3S), Artificial Intelligence for Engineering Sciences Team, ENSAM-Meknes, Moulay ISMAIL University, B.P. 15290, Marjane 2, Al-Mansor, 50500, Meknes, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108740228","display_name":"Ibtissam El Hassani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ibtissam El Hassani","raw_affiliation_strings":["Laboratory of Mathematical Modeling, Simulation and Smart Systems (L2M3S), Artificial Intelligence for Engineering Sciences Team, ENSAM-Meknes, Moulay ISMAIL University, B.P. 15290, Marjane 2, Al-Mansor, 50500, Meknes, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Mathematical Modeling, Simulation and Smart Systems (L2M3S), Artificial Intelligence for Engineering Sciences Team, ENSAM-Meknes, Moulay ISMAIL University, B.P. 15290, Marjane 2, Al-Mansor, 50500, Meknes, Morocco","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076462005","display_name":"Abdelmoula Khdoudi","orcid":"https://orcid.org/0000-0001-5440-6741"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdelmoula Khdoudi","raw_affiliation_strings":["Laboratory of Mathematical Modeling, Simulation and Smart Systems (L2M3S), Artificial Intelligence for Engineering Sciences Team, ENSAM-Meknes, Moulay ISMAIL University, B.P. 15290, Marjane 2, Al-Mansor, 50500, Meknes, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Mathematical Modeling, Simulation and Smart Systems (L2M3S), Artificial Intelligence for Engineering Sciences Team, ENSAM-Meknes, Moulay ISMAIL University, B.P. 15290, Marjane 2, Al-Mansor, 50500, Meknes, Morocco","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033733206"],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.8271,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.90718538,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"25","issue":"4","first_page":"2891","last_page":"2909"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14014","display_name":"Transportation Systems and Infrastructure","score":0.9544000029563904,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9121999740600586,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/automotive-industry","display_name":"Automotive industry","score":0.80863356590271},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7664362192153931},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6879885792732239},{"id":"https://openalex.org/keywords/performance-indicator","display_name":"Performance indicator","score":0.68639075756073},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6100971102714539},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5898137092590332},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.5326184034347534},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5301269888877869},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.5263304114341736},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49298974871635437},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4740576148033142},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28157615661621094}],"concepts":[{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.80863356590271},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7664362192153931},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6879885792732239},{"id":"https://openalex.org/C135510737","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Performance indicator","level":2,"score":0.68639075756073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6100971102714539},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5898137092590332},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.5326184034347534},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5301269888877869},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5263304114341736},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49298974871635437},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4740576148033142},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28157615661621094},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-020-05348-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-020-05348-y","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","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":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W13034104","https://openalex.org/W38301456","https://openalex.org/W108857541","https://openalex.org/W613690151","https://openalex.org/W1522301498","https://openalex.org/W1977256926","https://openalex.org/W1980516183","https://openalex.org/W1984948334","https://openalex.org/W1988115241","https://openalex.org/W1989002912","https://openalex.org/W2003313828","https://openalex.org/W2009491687","https://openalex.org/W2010417922","https://openalex.org/W2016864600","https://openalex.org/W2022863828","https://openalex.org/W2059763402","https://openalex.org/W2076063813","https://openalex.org/W2089929845","https://openalex.org/W2104036947","https://openalex.org/W2120068901","https://openalex.org/W2120107766","https://openalex.org/W2125818553","https://openalex.org/W2133160781","https://openalex.org/W2160887311","https://openalex.org/W2169976759","https://openalex.org/W2223846163","https://openalex.org/W2270330859","https://openalex.org/W2293850855","https://openalex.org/W2295598076","https://openalex.org/W2498672755","https://openalex.org/W2557283755","https://openalex.org/W2586354808","https://openalex.org/W2592684732","https://openalex.org/W2919115771","https://openalex.org/W3102476541","https://openalex.org/W3144619878","https://openalex.org/W3145506661","https://openalex.org/W3195149063"],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W4310492845","https://openalex.org/W4386690025","https://openalex.org/W2885778889","https://openalex.org/W2766514146","https://openalex.org/W2885516856","https://openalex.org/W2073883415","https://openalex.org/W4289703016"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":9}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}