{"id":"https://openalex.org/W4404545626","doi":"https://doi.org/10.1007/978-3-031-73021-4_17","title":"On Spectral Properties of\u00a0Gradient-Based Explanation Methods","display_name":"On Spectral Properties of\u00a0Gradient-Based Explanation Methods","publication_year":2024,"publication_date":"2024-11-20","ids":{"openalex":"https://openalex.org/W4404545626","doi":"https://doi.org/10.1007/978-3-031-73021-4_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73021-4_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73021-4_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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 Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2508.10595","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001069106","display_name":"Amir Mehrpanah","orcid":"https://orcid.org/0000-0002-6193-7126"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Amir Mehrpanah","raw_affiliation_strings":["Department of Computer Science, Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-6193-7126","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050426259","display_name":"Erik Englesson","orcid":"https://orcid.org/0000-0003-4535-2520"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Erik Englesson","raw_affiliation_strings":["Department of Computer Science, Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-4535-2520","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071284506","display_name":"Hossein Azizpour","orcid":"https://orcid.org/0000-0001-5211-6388"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Hossein Azizpour","raw_affiliation_strings":["Department of Computer Science, Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":"https://orcid.org/0000-0001-5211-6388","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001069106"],"corresponding_institution_ids":["https://openalex.org/I86987016"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.8753,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.91924582,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"282","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9961000084877014,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8181973695755005},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37901178002357483}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8181973695755005},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37901178002357483}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-73021-4_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73021-4_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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 Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2508.10595","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2508.10595","pdf_url":"https://arxiv.org/pdf/2508.10595","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2508.10595","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2508.10595","pdf_url":"https://arxiv.org/pdf/2508.10595","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1787224781","https://openalex.org/W2087502041","https://openalex.org/W2108598243","https://openalex.org/W2134242961","https://openalex.org/W2146103513","https://openalex.org/W2167985345","https://openalex.org/W2346578521","https://openalex.org/W2594633041","https://openalex.org/W2606462007","https://openalex.org/W2616247523","https://openalex.org/W2766047647","https://openalex.org/W2769222613","https://openalex.org/W2913823268","https://openalex.org/W2949582403","https://openalex.org/W2949650786","https://openalex.org/W2952626150","https://openalex.org/W2953073956","https://openalex.org/W2963365341","https://openalex.org/W2964108846","https://openalex.org/W2970447476","https://openalex.org/W3094502228","https://openalex.org/W3101609372","https://openalex.org/W3102564565","https://openalex.org/W3172131091","https://openalex.org/W3191617243","https://openalex.org/W3210485606","https://openalex.org/W4212857656","https://openalex.org/W4226318446","https://openalex.org/W4240980180","https://openalex.org/W4282024528","https://openalex.org/W4282968708","https://openalex.org/W4283073747","https://openalex.org/W4283805020","https://openalex.org/W4286908620","https://openalex.org/W4287116764","https://openalex.org/W4287593075","https://openalex.org/W4287646898","https://openalex.org/W4287690455","https://openalex.org/W4287829141","https://openalex.org/W4287998573","https://openalex.org/W4288091250","https://openalex.org/W4293768783","https://openalex.org/W4293861706","https://openalex.org/W4298061300","https://openalex.org/W4300235091","https://openalex.org/W4300954432","https://openalex.org/W4302439603","https://openalex.org/W4303441857","https://openalex.org/W4307069157","https://openalex.org/W4309955393","https://openalex.org/W4318751665","https://openalex.org/W4367060745","https://openalex.org/W4379474354","https://openalex.org/W4394653679","https://openalex.org/W6632216321"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
