{"id":"https://openalex.org/W3080746720","doi":"https://doi.org/10.1007/978-3-030-57997-5_8","title":"Explainable AI in Manufacturing: A Predictive Maintenance Case Study","display_name":"Explainable AI in Manufacturing: A Predictive Maintenance Case Study","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3080746720","doi":"https://doi.org/10.1007/978-3-030-57997-5_8","mag":"3080746720"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-57997-5_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-57997-5_8","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-03635701","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022595755","display_name":"Bahrudin Hrnjica","orcid":"https://orcid.org/0000-0002-3142-1284"},"institutions":[{"id":"https://openalex.org/I52574355","display_name":"University of Biha\u0107","ror":"https://ror.org/03y601s20","country_code":"BA","type":"education","lineage":["https://openalex.org/I52574355"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Bahrudin Hrnjica","raw_affiliation_strings":["University of Biha\u0107, dr. Irfana Ljubijanki\u0107a bb, 77000, Biha\u0107, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"University of Biha\u0107, dr. Irfana Ljubijanki\u0107a bb, 77000, Biha\u0107, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I52574355"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087873050","display_name":"Selver Softic","orcid":"https://orcid.org/0000-0003-2949-8239"},"institutions":[{"id":"https://openalex.org/I4210126885","display_name":"CAMPUS 02 University for Applied Sciences","ror":"https://ror.org/02cms1514","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210126885"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Selver Softic","raw_affiliation_strings":["IT and Business Informatics, CAMPUS 02 University of Applied Sciences, K\u00f6rblergasse 126, 8010, Graz, Austria"],"affiliations":[{"raw_affiliation_string":"IT and Business Informatics, CAMPUS 02 University of Applied Sciences, K\u00f6rblergasse 126, 8010, Graz, Austria","institution_ids":["https://openalex.org/I4210126885"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087873050"],"corresponding_institution_ids":["https://openalex.org/I4210126885"],"apc_list":null,"apc_paid":null,"fwci":8.2406,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.98206442,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"66","last_page":"73"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9768000245094299,"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"}},"topics":[{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9768000245094299,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9581000208854675,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9575999975204468,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.797623872756958},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.6637672781944275},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6333670616149902},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.6273685693740845},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5939366221427917},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5853807926177979},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5508367419242859},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.2671106457710266},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2319861352443695},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.19293081760406494}],"concepts":[{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.797623872756958},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.6637672781944275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6333670616149902},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.6273685693740845},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5939366221427917},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5853807926177979},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5508367419242859},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2671106457710266},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2319861352443695},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.19293081760406494}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-57997-5_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-57997-5_8","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-03635701v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03635701","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"IFIP International Conference on Advances in Production Management Systems (APMS), Aug 2020, Novi Sad, Serbia. pp.66-73, &#x27E8;10.1007/978-3-030-57997-5_8&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03635701v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03635701","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"IFIP International Conference on Advances in Production Management Systems (APMS), Aug 2020, Novi Sad, Serbia. pp.66-73, &#x27E8;10.1007/978-3-030-57997-5_8&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1984905613","https://openalex.org/W1999393241","https://openalex.org/W2113362740","https://openalex.org/W2222570178","https://openalex.org/W2617477416","https://openalex.org/W2726198599","https://openalex.org/W2730947260","https://openalex.org/W2768348081","https://openalex.org/W2898474096","https://openalex.org/W2902640874","https://openalex.org/W2942444880","https://openalex.org/W2944342107","https://openalex.org/W6600226620","https://openalex.org/W6703786156"],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W4310492845","https://openalex.org/W2885778889","https://openalex.org/W2766514146","https://openalex.org/W2885516856","https://openalex.org/W4289703016","https://openalex.org/W4310224730","https://openalex.org/W1985505753"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":9}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
