{"id":"https://openalex.org/W4312415011","doi":"https://doi.org/10.1007/978-3-031-18697-4_4","title":"Using an Explainable Machine Learning Approach to Minimize Opportunistic Maintenance Interventions","display_name":"Using an Explainable Machine Learning Approach to Minimize Opportunistic Maintenance Interventions","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312415011","doi":"https://doi.org/10.1007/978-3-031-18697-4_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-18697-4_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-18697-4_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5065243676","display_name":"Afonso Louren\u00e7o","orcid":"https://orcid.org/0000-0002-3465-3419"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Afonso Louren\u00e7o","raw_affiliation_strings":["GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-3465-3419","affiliations":[{"raw_affiliation_string":"GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047329142","display_name":"Marta Fernandes","orcid":"https://orcid.org/0000-0002-9419-7750"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Marta Fernandes","raw_affiliation_strings":["GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-9419-7750","affiliations":[{"raw_affiliation_string":"GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037236672","display_name":"Alda Canito","orcid":"https://orcid.org/0000-0002-4338-7239"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Alda Canito","raw_affiliation_strings":["GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-4338-7239","affiliations":[{"raw_affiliation_string":"GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012217772","display_name":"Ana Almeida","orcid":"https://orcid.org/0000-0002-0158-6280"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ana Almeida","raw_affiliation_strings":["GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-0158-6280","affiliations":[{"raw_affiliation_string":"GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007629138","display_name":"Goreti Marreiros","orcid":"https://orcid.org/0000-0003-4417-8401"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Goreti Marreiros","raw_affiliation_strings":["GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-4417-8401","affiliations":[{"raw_affiliation_string":"GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5047329142"],"corresponding_institution_ids":["https://openalex.org/I83863532"],"apc_list":null,"apc_paid":null,"fwci":3.5395,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.94719048,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9822999835014343,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9822999835014343,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9763000011444092,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13690","display_name":"Quality and Safety in Healthcare","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6848441362380981},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.648303747177124},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5855025053024292},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47793248295783997},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4556390047073364},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.4532519280910492},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.439431369304657},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4323442578315735},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.42470115423202515},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.37954816222190857},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.27514854073524475},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21340006589889526},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.17220312356948853},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11638644337654114}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6848441362380981},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.648303747177124},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5855025053024292},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47793248295783997},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4556390047073364},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.4532519280910492},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.439431369304657},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4323442578315735},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.42470115423202515},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.37954816222190857},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27514854073524475},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21340006589889526},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.17220312356948853},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11638644337654114},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-18697-4_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-18697-4_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1498639461","https://openalex.org/W1573576839","https://openalex.org/W1922017469","https://openalex.org/W1995443851","https://openalex.org/W2026493302","https://openalex.org/W2037580715","https://openalex.org/W2045186954","https://openalex.org/W2084650433","https://openalex.org/W2105118077","https://openalex.org/W2108958746","https://openalex.org/W2131987814","https://openalex.org/W2171778903","https://openalex.org/W2282821441","https://openalex.org/W2296719434","https://openalex.org/W2337344967","https://openalex.org/W2487770199","https://openalex.org/W2490317760","https://openalex.org/W2765427245","https://openalex.org/W2788276261","https://openalex.org/W2896694530","https://openalex.org/W2899231837","https://openalex.org/W3013517388","https://openalex.org/W3092012490","https://openalex.org/W3116286104","https://openalex.org/W3155567600","https://openalex.org/W3164768164","https://openalex.org/W3173826379","https://openalex.org/W3197011807","https://openalex.org/W4210725851","https://openalex.org/W4214900601","https://openalex.org/W4230434316","https://openalex.org/W4250640807"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W1815542355","https://openalex.org/W2152540334","https://openalex.org/W4289655666"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}