{"id":"https://openalex.org/W4387830562","doi":"https://doi.org/10.1007/978-3-031-44067-0_5","title":"Compare-xAI: Toward Unifying Functional Testing Methods for\u00a0Post-hoc XAI Algorithms into\u00a0a\u00a0Multi-dimensional Benchmark","display_name":"Compare-xAI: Toward Unifying Functional Testing Methods for\u00a0Post-hoc XAI Algorithms into\u00a0a\u00a0Multi-dimensional Benchmark","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387830562","doi":"https://doi.org/10.1007/978-3-031-44067-0_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-44067-0_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44067-0_5","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":true,"oa_status":"green","oa_url":"https://epub.ub.uni-muenchen.de/107572/1/2207.14160v2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018446682","display_name":"Mohamed Karim Belaid","orcid":"https://orcid.org/0000-0001-9038-9045"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Mohamed Karim Belaid","raw_affiliation_strings":["IDIADA Fahrzeugtechnik GmbH, Munich, Germany","Ludwig-Maximilians-Universit\u00e4t, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9038-9045","affiliations":[{"raw_affiliation_string":"IDIADA Fahrzeugtechnik GmbH, Munich, Germany","institution_ids":[]},{"raw_affiliation_string":"Ludwig-Maximilians-Universit\u00e4t, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093103075","display_name":"Richard Bornemann","orcid":"https://orcid.org/0000-0003-2392-3169"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Richard Bornemann","raw_affiliation_strings":["Ludwig-Maximilians-Universit\u00e4t, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2392-3169","affiliations":[{"raw_affiliation_string":"Ludwig-Maximilians-Universit\u00e4t, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023783283","display_name":"Maximilian Rabus","orcid":"https://orcid.org/0000-0003-0755-1772"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maximilian Rabus","raw_affiliation_strings":["Dr. Ing. h.c. F. Porsche AG, Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0755-1772","affiliations":[{"raw_affiliation_string":"Dr. Ing. h.c. F. Porsche AG, Stuttgart, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021468662","display_name":"Ralf Krestel","orcid":"https://orcid.org/0000-0002-5036-8589"},"institutions":[{"id":"https://openalex.org/I2800024560","display_name":"ZBW \u2013 Leibniz-Informationszentrum Wirtschaft","ror":"https://ror.org/03a96gc12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800024560","https://openalex.org/I315704651"]},{"id":"https://openalex.org/I32021983","display_name":"Christian-Albrechts-Universit\u00e4t zu Kiel","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ralf Krestel","raw_affiliation_strings":["ZBW - Leibniz Information Centre for Economics, Kiel University, Kiel, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5036-8589","affiliations":[{"raw_affiliation_string":"ZBW - Leibniz Information Centre for Economics, Kiel University, Kiel, Germany","institution_ids":["https://openalex.org/I2800024560","https://openalex.org/I32021983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059439673","display_name":"Eyke H\u00fcllermeier","orcid":"https://orcid.org/0000-0002-9944-4108"},"institutions":[{"id":"https://openalex.org/I4403386549","display_name":"Munich Center for Machine Learning","ror":"https://ror.org/02nfy3535","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386549","https://openalex.org/I62916508","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eyke H\u00fcllermeier","raw_affiliation_strings":["Ludwig-Maximilians-Universit\u00e4t, Munich, Germany","Munich Center for Machine Learning, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9944-4108","affiliations":[{"raw_affiliation_string":"Ludwig-Maximilians-Universit\u00e4t, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Munich Center for Machine Learning, Munich, Germany","institution_ids":["https://openalex.org/I4403386549"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018446682"],"corresponding_institution_ids":["https://openalex.org/I8204097"],"apc_list":null,"apc_paid":null,"fwci":3.049,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.93383804,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"88","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9997000098228455,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9997000098228455,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9639000296592712,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.963699996471405,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7629518508911133},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.709274411201477},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4644041061401367},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.44216388463974},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.432937890291214},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41131868958473206},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3254544138908386},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24260249733924866},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06929999589920044}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7629518508911133},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.709274411201477},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4644041061401367},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.44216388463974},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.432937890291214},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41131868958473206},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3254544138908386},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24260249733924866},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06929999589920044},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-44067-0_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44067-0_5","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"},{"id":"pmh:oai:epub.ub.uni-muenchen.de:107572","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bvb:19-epub-107572-6","pdf_url":"https://epub.ub.uni-muenchen.de/107572/1/2207.14160v2.pdf","source":{"id":"https://openalex.org/S4306401845","display_name":"Open access LMU (Ludwid Maxmilian's Universitat Munchen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I8204097","host_organization_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","host_organization_lineage":["https://openalex.org/I8204097"],"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":null,"raw_type":"doc-type:conferenceObject"},{"id":"pmh:oai:pub.zbw.eu:11108/588","is_oa":false,"landing_page_url":"http://hdl.handle.net/11108/588","pdf_url":null,"source":{"id":"https://openalex.org/S4306402552","display_name":"ZBW Publication Archive (ZBW \u2013 Leibniz Information Centre for Economics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800024560","host_organization_name":"ZBW \u2013 Leibniz-Informationszentrum Wirtschaft","host_organization_lineage":["https://openalex.org/I2800024560"],"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":"doc-type:conferenceObject"}],"best_oa_location":{"id":"pmh:oai:epub.ub.uni-muenchen.de:107572","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bvb:19-epub-107572-6","pdf_url":"https://epub.ub.uni-muenchen.de/107572/1/2207.14160v2.pdf","source":{"id":"https://openalex.org/S4306401845","display_name":"Open access LMU (Ludwid Maxmilian's Universitat Munchen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I8204097","host_organization_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","host_organization_lineage":["https://openalex.org/I8204097"],"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":null,"raw_type":"doc-type:conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387830562.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1507119005","https://openalex.org/W2064343889","https://openalex.org/W2129888542","https://openalex.org/W2140107468","https://openalex.org/W2282821441","https://openalex.org/W2785011159","https://openalex.org/W2796215194","https://openalex.org/W2914018283","https://openalex.org/W2959587146","https://openalex.org/W2962843949","https://openalex.org/W2963095307","https://openalex.org/W3005073185","https://openalex.org/W3016099278","https://openalex.org/W3035503910","https://openalex.org/W3092811966","https://openalex.org/W3098278632","https://openalex.org/W3103897213","https://openalex.org/W3133543405","https://openalex.org/W3145361113","https://openalex.org/W3156228749","https://openalex.org/W3156666346","https://openalex.org/W3170542759","https://openalex.org/W3173247797","https://openalex.org/W3182546273","https://openalex.org/W3209014031","https://openalex.org/W3209434414","https://openalex.org/W3212053370","https://openalex.org/W4207053176","https://openalex.org/W4283396845","https://openalex.org/W4285606919","https://openalex.org/W4312663109","https://openalex.org/W6600424091","https://openalex.org/W6738473913","https://openalex.org/W6834628200"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W1482441085","https://openalex.org/W2966858528","https://openalex.org/W2151687600","https://openalex.org/W2549854571","https://openalex.org/W2751308593"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
