{"id":"https://openalex.org/W4412423205","doi":"https://doi.org/10.1007/978-3-031-93598-5_4","title":"Visual Analytics for Qualification Support of an Interpretable Machine Learning Application for Predictive Maintenance of Gas Turbine Blades","display_name":"Visual Analytics for Qualification Support of an Interpretable Machine Learning Application for Predictive Maintenance of Gas Turbine Blades","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412423205","doi":"https://doi.org/10.1007/978-3-031-93598-5_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-93598-5_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-93598-5_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":"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/A5074241553","display_name":"Gerald Kremer","orcid":"https://orcid.org/0000-0001-6497-374X"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Gerald Kremer","raw_affiliation_strings":["Department of Industrial Information Technology (IIT), TU Berlin, Pascalstra\u00dfe 8-9, 10587, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Information Technology (IIT), TU Berlin, Pascalstra\u00dfe 8-9, 10587, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pia Maas","orcid":null},"institutions":[{"id":"https://openalex.org/I195557943","display_name":"Lighthouse Guild","ror":"https://ror.org/00tzd7r06","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I195557943"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pia Maas","raw_affiliation_strings":["YOUSE, Florastra\u00dfe 47, 13187, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"YOUSE, Florastra\u00dfe 47, 13187, Berlin, Germany","institution_ids":["https://openalex.org/I195557943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064657873","display_name":"Sophie Schwartz","orcid":"https://orcid.org/0000-0001-7718-4053"},"institutions":[{"id":"https://openalex.org/I195557943","display_name":"Lighthouse Guild","ror":"https://ror.org/00tzd7r06","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I195557943"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sophie Schwartz","raw_affiliation_strings":["YOUSE, Florastra\u00dfe 47, 13187, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"YOUSE, Florastra\u00dfe 47, 13187, Berlin, Germany","institution_ids":["https://openalex.org/I195557943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013926492","display_name":"Morgan K. Geldenhuys","orcid":"https://orcid.org/0009-0006-5037-8353"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Morgan Geldenhuys","raw_affiliation_strings":["Department of Distributed and Operating Systems (DOS), TU Berlin, Ernst-Reuter-Platz 7, 10119, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Distributed and Operating Systems (DOS), TU Berlin, Ernst-Reuter-Platz 7, 10119, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022492596","display_name":"Rainer Stark","orcid":"https://orcid.org/0000-0002-2599-0130"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rainer Stark","raw_affiliation_strings":["Department of Industrial Information Technology (IIT), TU Berlin, Pascalstra\u00dfe 8-9, 10587, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Information Technology (IIT), TU Berlin, Pascalstra\u00dfe 8-9, 10587, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5074241553"],"corresponding_institution_ids":["https://openalex.org/I4577782"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46376307,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"44","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9627000093460083,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9627000093460083,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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":0.9609000086784363,"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/T14082","display_name":"Modeling, Simulation, and Optimization","score":0.9606999754905701,"subfield":{"id":"https://openalex.org/subfields/2607","display_name":"Discrete Mathematics and Combinatorics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gas-turbines","display_name":"Gas turbines","score":0.6551929712295532},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5949201583862305},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.5767377614974976},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5261608958244324},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.5053096413612366},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.49334970116615295},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4116179943084717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36557328701019287},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3103370666503906},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3103068768978119},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.2511301040649414},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.20978662371635437},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.16223376989364624}],"concepts":[{"id":"https://openalex.org/C2987684023","wikidata":"https://www.wikidata.org/wiki/Q193470","display_name":"Gas turbines","level":2,"score":0.6551929712295532},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5949201583862305},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.5767377614974976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5261608958244324},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.5053096413612366},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.49334970116615295},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4116179943084717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36557328701019287},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3103370666503906},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3103068768978119},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.2511301040649414},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.20978662371635437},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.16223376989364624}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-93598-5_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-93598-5_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":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2007220912","https://openalex.org/W2063052894","https://openalex.org/W2110171129","https://openalex.org/W2143074722","https://openalex.org/W2945976633","https://openalex.org/W3041112018","https://openalex.org/W3165266117","https://openalex.org/W4283159491","https://openalex.org/W4296121638","https://openalex.org/W4318183034","https://openalex.org/W4324325019","https://openalex.org/W4361003621","https://openalex.org/W4394939074"],"related_works":["https://openalex.org/W2757958387","https://openalex.org/W2543893460","https://openalex.org/W2570647323","https://openalex.org/W2206805568","https://openalex.org/W2076942471","https://openalex.org/W2186032312","https://openalex.org/W2863268765","https://openalex.org/W3027285423","https://openalex.org/W4405135522","https://openalex.org/W2896245927"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}