{"id":"https://openalex.org/W3161396860","doi":"https://doi.org/10.1007/978-3-030-75018-3_12","title":"Recommendations for Data-Driven Degradation Estimation with Case Studies from Manufacturing and Dry-Bulk Shipping","display_name":"Recommendations for Data-Driven Degradation Estimation with Case Studies from Manufacturing and Dry-Bulk Shipping","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3161396860","doi":"https://doi.org/10.1007/978-3-030-75018-3_12","mag":"3161396860"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-75018-3_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-75018-3_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","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/A5056082650","display_name":"Nils Finke","orcid":"https://orcid.org/0000-0002-7466-0103"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nils Finke","raw_affiliation_strings":["Oldendorff Carriers GmbH & Co. KG., L\u00fcbeck, Germany","University of L\u00fcbeck, Institute of Information Systems, L\u00fcbeck, Germany"],"affiliations":[{"raw_affiliation_string":"Oldendorff Carriers GmbH & Co. KG., L\u00fcbeck, Germany","institution_ids":[]},{"raw_affiliation_string":"University of L\u00fcbeck, Institute of Information Systems, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047182103","display_name":"Marisa Mohr","orcid":"https://orcid.org/0000-0003-0006-6141"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]},{"id":"https://openalex.org/I4210101630","display_name":"Inovex (United States)","ror":"https://ror.org/017747t25","country_code":"US","type":"company","lineage":["https://openalex.org/I4210101630"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Marisa Mohr","raw_affiliation_strings":["University of L\u00fcbeck, Institute of Information Systems, L\u00fcbeck, Germany","inovex GmbH, Hamburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of L\u00fcbeck, Institute of Information Systems, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I9341345"]},{"raw_affiliation_string":"inovex GmbH, Hamburg, Germany","institution_ids":["https://openalex.org/I4210101630"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012377401","display_name":"Alexander Lontke","orcid":null},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]},{"id":"https://openalex.org/I4210101630","display_name":"Inovex (United States)","ror":"https://ror.org/017747t25","country_code":"US","type":"company","lineage":["https://openalex.org/I4210101630"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Alexander Lontke","raw_affiliation_strings":["University of W\u00fcrzburg, Department of Computer Science, W\u00fcrzburg, Germany","inovex GmbH, Hamburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, Department of Computer Science, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]},{"raw_affiliation_string":"inovex GmbH, Hamburg, Germany","institution_ids":["https://openalex.org/I4210101630"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040656544","display_name":"Marwin Z\u00fcfle","orcid":"https://orcid.org/0000-0002-6620-9152"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marwin Z\u00fcfle","raw_affiliation_strings":["University of W\u00fcrzburg, Department of Computer Science, W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, Department of Computer Science, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051138595","display_name":"Samuel Kounev","orcid":null},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Samuel Kounev","raw_affiliation_strings":["University of W\u00fcrzburg, Department of Computer Science, W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, Department of Computer Science, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101970015","display_name":"Ralf M\u00f6ller","orcid":"https://orcid.org/0000-0002-1174-3323"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ralf M\u00f6ller","raw_affiliation_strings":["University of L\u00fcbeck, Institute of Information Systems, L\u00fcbeck, Germany"],"affiliations":[{"raw_affiliation_string":"University of L\u00fcbeck, Institute of Information Systems, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I9341345"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5056082650"],"corresponding_institution_ids":["https://openalex.org/I9341345"],"apc_list":null,"apc_paid":null,"fwci":1.8521,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82212508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"189","last_page":"204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9983000159263611,"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":0.9983000159263611,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9937000274658203,"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"}},{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9829999804496765,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/comparability","display_name":"Comparability","score":0.5795904994010925},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.5668864846229553},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5459162592887878},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5324769020080566},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5271707773208618},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4870296120643616},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4713026285171509},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42768895626068115},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4126034379005432},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.35215893387794495},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25712716579437256},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13989904522895813},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10383322834968567}],"concepts":[{"id":"https://openalex.org/C197947376","wikidata":"https://www.wikidata.org/wiki/Q5155608","display_name":"Comparability","level":2,"score":0.5795904994010925},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.5668864846229553},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5459162592887878},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5324769020080566},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5271707773208618},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4870296120643616},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4713026285171509},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42768895626068115},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4126034379005432},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.35215893387794495},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25712716579437256},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13989904522895813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10383322834968567},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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":1,"locations":[{"id":"doi:10.1007/978-3-030-75018-3_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-75018-3_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1502469213","https://openalex.org/W1973665104","https://openalex.org/W2014683958","https://openalex.org/W2017476877","https://openalex.org/W2030166992","https://openalex.org/W2067102235","https://openalex.org/W2090668019","https://openalex.org/W2151554678","https://openalex.org/W2219903032","https://openalex.org/W2603225712","https://openalex.org/W2778614208","https://openalex.org/W2782213067","https://openalex.org/W2790565135","https://openalex.org/W2791939925","https://openalex.org/W2900438754","https://openalex.org/W2901908115","https://openalex.org/W2904172802","https://openalex.org/W2910549927","https://openalex.org/W2920966068","https://openalex.org/W2945413072","https://openalex.org/W3017805480","https://openalex.org/W3037813365","https://openalex.org/W3126390989"],"related_works":["https://openalex.org/W1815542355","https://openalex.org/W2152540334","https://openalex.org/W4289356671","https://openalex.org/W2389155397","https://openalex.org/W2165884543","https://openalex.org/W2312753042","https://openalex.org/W3186837933","https://openalex.org/W2368989808","https://openalex.org/W2034959125","https://openalex.org/W2355687852"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}