{"id":"https://openalex.org/W4294536889","doi":"https://doi.org/10.1007/978-3-031-16281-7_8","title":"Simple Non Regressive Informed Machine Learning Model for Prescriptive Maintenance of Track Circuits in a Subway Environment","display_name":"Simple Non Regressive Informed Machine Learning Model for Prescriptive Maintenance of Track Circuits in a Subway Environment","publication_year":2022,"publication_date":"2022-09-03","ids":{"openalex":"https://openalex.org/W4294536889","doi":"https://doi.org/10.1007/978-3-031-16281-7_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-16281-7_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16281-7_8","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"book-chapter","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/A5000193693","display_name":"Andrea Garrone","orcid":null},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Andrea Garrone","raw_affiliation_strings":["University of Genoa, Via Opera Pia 11a, 16145, Genova, Italy"],"affiliations":[{"raw_affiliation_string":"University of Genoa, Via Opera Pia 11a, 16145, Genova, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033914706","display_name":"Simone Minisi","orcid":"https://orcid.org/0000-0003-2351-6715"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Simone Minisi","raw_affiliation_strings":["ZenaByte s.r.l, Via Cesarea 2, 16121, Genova, Italy"],"affiliations":[{"raw_affiliation_string":"ZenaByte s.r.l, Via Cesarea 2, 16121, Genova, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045802198","display_name":"Luca Oneto","orcid":"https://orcid.org/0000-0002-8445-395X"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Oneto","raw_affiliation_strings":["University of Genoa, Via Opera Pia 11a, 16145, Genova, Italy"],"affiliations":[{"raw_affiliation_string":"University of Genoa, Via Opera Pia 11a, 16145, Genova, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048451072","display_name":"Carlo Dambra","orcid":"https://orcid.org/0000-0002-4375-5441"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carlo Dambra","raw_affiliation_strings":["ZenaByte s.r.l, Via Cesarea 2, 16121, Genova, Italy"],"affiliations":[{"raw_affiliation_string":"ZenaByte s.r.l, Via Cesarea 2, 16121, Genova, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056234359","display_name":"Marco Borinato","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marco Borinato","raw_affiliation_strings":["Hitachi Rail STS, Via Paolo antovani 3/5, 16151, Genova, Italy"],"affiliations":[{"raw_affiliation_string":"Hitachi Rail STS, Via Paolo antovani 3/5, 16151, Genova, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018369549","display_name":"Paolo Sanetti","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paolo Sanetti","raw_affiliation_strings":["Hitachi Rail STS, Via Paolo antovani 3/5, 16151, Genova, Italy"],"affiliations":[{"raw_affiliation_string":"Hitachi Rail STS, Via Paolo antovani 3/5, 16151, Genova, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087982264","display_name":"Giulia Vignola","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Giulia Vignola","raw_affiliation_strings":["Hitachi Rail STS, Via Paolo antovani 3/5, 16151, Genova, Italy"],"affiliations":[{"raw_affiliation_string":"Hitachi Rail STS, Via Paolo antovani 3/5, 16151, Genova, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025543690","display_name":"Federico Papa","orcid":"https://orcid.org/0000-0002-0263-5697"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Federico Papa","raw_affiliation_strings":["Hitachi Rail STS, Via Paolo antovani 3/5, 16151, Genova, Italy"],"affiliations":[{"raw_affiliation_string":"Hitachi Rail STS, Via Paolo antovani 3/5, 16151, Genova, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064214621","display_name":"Nadia Mazzino","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nadia Mazzino","raw_affiliation_strings":["Hitachi Rail STS, Via Paolo antovani 3/5, 16151, Genova, Italy"],"affiliations":[{"raw_affiliation_string":"Hitachi Rail STS, Via Paolo antovani 3/5, 16151, Genova, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036611143","display_name":"Davide Anguita","orcid":"https://orcid.org/0000-0001-7523-5291"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Anguita","raw_affiliation_strings":["University of Genoa, Via Opera Pia 11a, 16145, Genova, Italy"],"affiliations":[{"raw_affiliation_string":"University of Genoa, Via Opera Pia 11a, 16145, Genova, Italy","institution_ids":["https://openalex.org/I83816512"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5000193693"],"corresponding_institution_ids":["https://openalex.org/I83816512"],"apc_list":null,"apc_paid":null,"fwci":3.1349,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.9213198,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"74","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9532999992370605,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9532999992370605,"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/T11357","display_name":"Risk and Safety Analysis","score":0.9448000192642212,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9247000217437744,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/computer-science","display_name":"Computer science","score":0.6185959577560425},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.6107890605926514},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5614259243011475},{"id":"https://openalex.org/keywords/track","display_name":"Track (disk drive)","score":0.5350929498672485},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4596014618873596},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.4185999035835266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.394719660282135},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3871263265609741},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3817695379257202},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3565595746040344},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3383021056652069},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3337850272655487},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2970123291015625},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0984155535697937}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6185959577560425},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.6107890605926514},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5614259243011475},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.5350929498672485},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4596014618873596},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.4185999035835266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.394719660282135},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3871263265609741},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3817695379257202},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3565595746040344},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3383021056652069},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3337850272655487},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2970123291015625},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0984155535697937},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-16281-7_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16281-7_8","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},{"id":"pmh:oai:iris.unige.it:11567/1098927","is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/1098927","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.unige.it:11567/1143497","is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/1143497","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1576808520","https://openalex.org/W1980513886","https://openalex.org/W2009125863","https://openalex.org/W2189162242","https://openalex.org/W2295598076","https://openalex.org/W2317435920","https://openalex.org/W2341973567","https://openalex.org/W2529623328","https://openalex.org/W2959390244","https://openalex.org/W2982521432","https://openalex.org/W3006087551","https://openalex.org/W3112933093","https://openalex.org/W3163993681","https://openalex.org/W3178138002","https://openalex.org/W3178436058","https://openalex.org/W4205436505","https://openalex.org/W4236362309"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W2230691193","https://openalex.org/W4224009465","https://openalex.org/W4248389398","https://openalex.org/W2363215460","https://openalex.org/W1521986009","https://openalex.org/W198464794","https://openalex.org/W2974873035","https://openalex.org/W1550189364"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2022-09-03T00:00:00"}
