{"id":"https://openalex.org/W4407237121","doi":"https://doi.org/10.1007/978-3-031-74630-7_7","title":"An Experimental Investigation into the\u00a0Evaluation of\u00a0Explainability Methods for\u00a0Computer Vision","display_name":"An Experimental Investigation into the\u00a0Evaluation of\u00a0Explainability Methods for\u00a0Computer Vision","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407237121","doi":"https://doi.org/10.1007/978-3-031-74630-7_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-74630-7_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74630-7_7","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/A5006034468","display_name":"S\u00e9drick Stassin","orcid":"https://orcid.org/0000-0001-5179-9623"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"S\u00e9drick Stassin","raw_affiliation_strings":["ILIA Unit, Faculty of Engineering, University of Mons, Mons, Belgium"],"affiliations":[{"raw_affiliation_string":"ILIA Unit, Faculty of Engineering, University of Mons, Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078431156","display_name":"Alexandre Englebert","orcid":"https://orcid.org/0000-0002-9021-7806"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]},{"id":"https://openalex.org/I1315288073","display_name":"Cliniques Universitaires Saint-Luc","ror":"https://ror.org/03s4khd80","country_code":"BE","type":"healthcare","lineage":["https://openalex.org/I1315288073"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Alexandre Englebert","raw_affiliation_strings":["Institute for Information and Communication Technologies, Electronics and Applied Mathematics, UCLouvain, Louvain-la-Neuve, Belgium","Service de chirurgie orthop\u00e9dique et traumatologie, Cliniques Universitaires Saint-Luc UCL & Neuro Musculo Skeletal Lab (NMSK), IREC, UCLouvain, Woluwe-Saint-Lambert, Belgium"],"affiliations":[{"raw_affiliation_string":"Institute for Information and Communication Technologies, Electronics and Applied Mathematics, UCLouvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]},{"raw_affiliation_string":"Service de chirurgie orthop\u00e9dique et traumatologie, Cliniques Universitaires Saint-Luc UCL & Neuro Musculo Skeletal Lab (NMSK), IREC, UCLouvain, Woluwe-Saint-Lambert, Belgium","institution_ids":["https://openalex.org/I1315288073"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034693860","display_name":"G\u00e9raldin Nanfack","orcid":"https://orcid.org/0000-0003-2485-5292"},"institutions":[{"id":"https://openalex.org/I149768937","display_name":"University of Namur","ror":"https://ror.org/03d1maw17","country_code":"BE","type":"education","lineage":["https://openalex.org/I149768937"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"G\u00e9raldin Nanfack","raw_affiliation_strings":["PReCISE Research Center, Namur Digital Institute (NADI), University of Namur, Namur, Belgium"],"affiliations":[{"raw_affiliation_string":"PReCISE Research Center, Namur Digital Institute (NADI), University of Namur, Namur, Belgium","institution_ids":["https://openalex.org/I149768937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112925459","display_name":"J. Albert","orcid":null},"institutions":[{"id":"https://openalex.org/I149768937","display_name":"University of Namur","ror":"https://ror.org/03d1maw17","country_code":"BE","type":"education","lineage":["https://openalex.org/I149768937"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Julien Albert","raw_affiliation_strings":["PReCISE Research Center, Namur Digital Institute (NADI), University of Namur, Namur, Belgium"],"affiliations":[{"raw_affiliation_string":"PReCISE Research Center, Namur Digital Institute (NADI), University of Namur, Namur, Belgium","institution_ids":["https://openalex.org/I149768937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014199966","display_name":"Nassim Versbraegen","orcid":"https://orcid.org/0000-0002-1881-4809"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Nassim Versbraegen","raw_affiliation_strings":["Interuniversity Institute for Bioinformatics in Brussels, ULB-VUB, Brussels, Belgium","Machine Learning Group, Universit\u00e9 Libre de Bruxelles, Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Interuniversity Institute for Bioinformatics in Brussels, ULB-VUB, Brussels, Belgium","institution_ids":[]},{"raw_affiliation_string":"Machine Learning Group, Universit\u00e9 Libre de Bruxelles, Brussels, Belgium","institution_ids":["https://openalex.org/I132053463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092046699","display_name":"Gilles Peiffer","orcid":null},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Gilles Peiffer","raw_affiliation_strings":["Institute for Information and Communication Technologies, Electronics and Applied Mathematics, UCLouvain, Louvain-la-Neuve, Belgium"],"affiliations":[{"raw_affiliation_string":"Institute for Information and Communication Technologies, Electronics and Applied Mathematics, UCLouvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092046700","display_name":"Miriam Doh","orcid":"https://orcid.org/0000-0003-2523-6901"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]},{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Miriam Doh","raw_affiliation_strings":["IRIDIA, Universit\u00e9 Libre de Bruxelles, Brussels, Belgium","ISIA unit, University of Mons, Mons, Belgium"],"affiliations":[{"raw_affiliation_string":"IRIDIA, Universit\u00e9 Libre de Bruxelles, Brussels, Belgium","institution_ids":["https://openalex.org/I132053463"]},{"raw_affiliation_string":"ISIA unit, University of Mons, Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028009047","display_name":"Nicolas Riche","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143459","display_name":"Multitel","ror":"https://ror.org/042e7c302","country_code":"BE","type":"facility","lineage":["https://openalex.org/I4210143459"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Nicolas Riche","raw_affiliation_strings":["Multitel, Mons, Belgium"],"affiliations":[{"raw_affiliation_string":"Multitel, Mons, Belgium","institution_ids":["https://openalex.org/I4210143459"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009919848","display_name":"Beno\u00eet Fr\u00e9nay\u202c","orcid":"https://orcid.org/0000-0002-7859-2750"},"institutions":[{"id":"https://openalex.org/I149768937","display_name":"University of Namur","ror":"https://ror.org/03d1maw17","country_code":"BE","type":"education","lineage":["https://openalex.org/I149768937"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Beno\u00eet Frenay","raw_affiliation_strings":["PReCISE Research Center, Namur Digital Institute (NADI), University of Namur, Namur, Belgium"],"affiliations":[{"raw_affiliation_string":"PReCISE Research Center, Namur Digital Institute (NADI), University of Namur, Namur, Belgium","institution_ids":["https://openalex.org/I149768937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012049713","display_name":"Christophe De Vleeschouwer","orcid":"https://orcid.org/0000-0001-5049-2929"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Christophe De Vleeschouwer","raw_affiliation_strings":["Institute for Information and Communication Technologies, Electronics and Applied Mathematics, UCLouvain, Louvain-la-Neuve, Belgium"],"affiliations":[{"raw_affiliation_string":"Institute for Information and Communication Technologies, Electronics and Applied Mathematics, UCLouvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5006034468"],"corresponding_institution_ids":["https://openalex.org/I130929987"],"apc_list":null,"apc_paid":null,"fwci":9.3184,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.96562326,"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":"91","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9993000030517578,"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":0.9993000030517578,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9811000227928162,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9710999727249146,"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":0.6211338639259338},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4745115637779236},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4598252773284912},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3555218577384949}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6211338639259338},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4745115637779236},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4598252773284912},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3555218577384949}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-74630-7_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74630-7_7","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1787224781","https://openalex.org/W1979354511","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2240067561","https://openalex.org/W2295107390","https://openalex.org/W2657631929","https://openalex.org/W2962858109","https://openalex.org/W3006064320","https://openalex.org/W3035253074","https://openalex.org/W3035264434","https://openalex.org/W3101981467","https://openalex.org/W3124373176","https://openalex.org/W3133543405","https://openalex.org/W3167054736","https://openalex.org/W3176482836","https://openalex.org/W3177079919","https://openalex.org/W6601796474","https://openalex.org/W6696325823","https://openalex.org/W6949645901"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}