{"id":"https://openalex.org/W3217052398","doi":"https://doi.org/10.1007/978-3-030-91608-4_26","title":"Prediction of Maintenance Equipment Failures Using Automated Machine Learning","display_name":"Prediction of Maintenance Equipment Failures Using Automated Machine Learning","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3217052398","doi":"https://doi.org/10.1007/978-3-030-91608-4_26","mag":"3217052398"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-91608-4_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-91608-4_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1822/75186","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042734311","display_name":"Lu\u00eds Ferreira","orcid":"https://orcid.org/0000-0002-4790-5128"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Lu\u00eds Ferreira","raw_affiliation_strings":["ALGORITMI Centre, Department Information Systems, University of Minho, Guimar\u00e3es, Portugal","EPMQ - IT Engineering Maturity and Quality Lab, CCG ZGDV Institute, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-4790-5128","affiliations":[{"raw_affiliation_string":"ALGORITMI Centre, Department Information Systems, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]},{"raw_affiliation_string":"EPMQ - IT Engineering Maturity and Quality Lab, CCG ZGDV Institute, Guimar\u00e3es, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014796819","display_name":"Andr\u00e9 Pilastri","orcid":"https://orcid.org/0000-0002-4380-3220"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Pilastri","raw_affiliation_strings":["EPMQ - IT Engineering Maturity and Quality Lab, CCG ZGDV Institute, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-4380-3220","affiliations":[{"raw_affiliation_string":"EPMQ - IT Engineering Maturity and Quality Lab, CCG ZGDV Institute, Guimar\u00e3es, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013762263","display_name":"V\u00edtor C. Sousa","orcid":"https://orcid.org/0000-0003-3575-0875"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V\u00edtor Sousa","raw_affiliation_strings":["Valuekeep, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Valuekeep, Braga, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062474760","display_name":"Filipe Romano","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Filipe Romano","raw_affiliation_strings":["Valuekeep, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Valuekeep, Braga, Portugal","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077829125","display_name":"Paulo Cortez","orcid":"https://orcid.org/0000-0002-7991-2090"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Paulo Cortez","raw_affiliation_strings":["ALGORITMI Centre, Department Information Systems, University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-7991-2090","affiliations":[{"raw_affiliation_string":"ALGORITMI Centre, Department Information Systems, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5042734311"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.1572,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.93172055,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"259","last_page":"267"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9710999727249146,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9710999727249146,"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/T10260","display_name":"Software Engineering Research","score":0.9455000162124634,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9391000270843506,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7756714820861816},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7391548156738281},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.619559645652771},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5925162434577942},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5433604717254639},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.4906989336013794},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.48972585797309875},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.48935645818710327},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4275439977645874},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.2653447389602661},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.09544280171394348},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08994293212890625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7756714820861816},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7391548156738281},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.619559645652771},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5925162434577942},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5433604717254639},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.4906989336013794},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.48972585797309875},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.48935645818710327},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4275439977645874},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2653447389602661},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.09544280171394348},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08994293212890625},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-91608-4_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-91608-4_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/75186","is_oa":true,"landing_page_url":"http://hdl.handle.net/1822/75186","pdf_url":null,"source":{"id":"https://openalex.org/S4306401240","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"},{"id":"pmh:oai:repositorium.uminho.pt:1822/75186","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/75186","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/75186","is_oa":true,"landing_page_url":"http://hdl.handle.net/1822/75186","pdf_url":null,"source":{"id":"https://openalex.org/S4306401240","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1578517626","https://openalex.org/W2338065342","https://openalex.org/W2600283457","https://openalex.org/W2766716695","https://openalex.org/W2798970646","https://openalex.org/W2804692431","https://openalex.org/W2888844977","https://openalex.org/W2944664101","https://openalex.org/W2955219525","https://openalex.org/W2972137370","https://openalex.org/W3046453563","https://openalex.org/W3092363736","https://openalex.org/W3125387313","https://openalex.org/W3170653293","https://openalex.org/W3200630953"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175","https://openalex.org/W4230315250"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-08T01:25:22.217667","created_date":"2025-10-10T00:00:00"}