{"id":"https://openalex.org/W4387830556","doi":"https://doi.org/10.1007/978-3-031-44067-0_1","title":"Towards the\u00a0Visualization of\u00a0Aggregated Class Activation Maps to\u00a0Analyse the\u00a0Global Contribution of\u00a0Class Features","display_name":"Towards the\u00a0Visualization of\u00a0Aggregated Class Activation Maps to\u00a0Analyse the\u00a0Global Contribution of\u00a0Class Features","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387830556","doi":"https://doi.org/10.1007/978-3-031-44067-0_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-44067-0_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44067-0_1","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/A5083033899","display_name":"Igor Cherepanov","orcid":"https://orcid.org/0000-0001-9109-090X"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Igor Cherepanov","raw_affiliation_strings":["Fraunhofer IGD, 64283, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IGD, 64283, Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084807986","display_name":"David Sessler","orcid":"https://orcid.org/0009-0006-0258-7927"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"David Sessler","raw_affiliation_strings":["Fraunhofer IGD, 64283, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IGD, 64283, Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080024341","display_name":"Alex Ulmer","orcid":"https://orcid.org/0009-0008-3778-8184"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alex Ulmer","raw_affiliation_strings":["Fraunhofer IGD, 64283, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IGD, 64283, Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018698322","display_name":"Hendrik L\u00fccke\u2010Tieke","orcid":"https://orcid.org/0000-0002-0934-6820"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hendrik L\u00fccke-Tieke","raw_affiliation_strings":["Fraunhofer IGD, 64283, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IGD, 64283, Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086395951","display_name":"J\u00f6rn Kohlhammer","orcid":"https://orcid.org/0000-0003-1706-8979"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rn Kohlhammer","raw_affiliation_strings":["Fraunhofer IGD, 64283, Darmstadt, Germany","Technische Universit\u00e4t Darmstadt, 64289, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IGD, 64283, Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309"]},{"raw_affiliation_string":"Technische Universit\u00e4t Darmstadt, 64289, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083033899"],"corresponding_institution_ids":["https://openalex.org/I3019423309"],"apc_list":null,"apc_paid":null,"fwci":0.4013,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68134612,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9986000061035156,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7887203693389893},{"id":"https://openalex.org/keywords/glyph","display_name":"Glyph (data visualization)","score":0.7121490836143494},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6163647770881653},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5793358087539673},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.578860878944397},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5547844767570496},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5523890256881714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5313953161239624},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48259222507476807},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4604725241661072},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.43074098229408264},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3308756351470947},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10580149292945862}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7887203693389893},{"id":"https://openalex.org/C142816647","wikidata":"https://www.wikidata.org/wiki/Q5573018","display_name":"Glyph (data visualization)","level":3,"score":0.7121490836143494},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6163647770881653},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5793358087539673},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.578860878944397},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5547844767570496},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5523890256881714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5313953161239624},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48259222507476807},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4604725241661072},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.43074098229408264},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3308756351470947},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10580149292945862},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-44067-0_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44067-0_1","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:publica.fraunhofer.de:publica/452288","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/452288","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:141043","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/141043/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322727","display_name":"Minist\u00e8re de l'Education Nationale, de l'Enseignement Superieur et de la Recherche","ror":"https://ror.org/03sjk9a61"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1617495083","https://openalex.org/W1630879738","https://openalex.org/W2031843365","https://openalex.org/W2042204882","https://openalex.org/W2058203255","https://openalex.org/W2062704685","https://openalex.org/W2096118443","https://openalex.org/W2114566476","https://openalex.org/W2138199375","https://openalex.org/W2179036394","https://openalex.org/W2282821441","https://openalex.org/W2345597971","https://openalex.org/W2517066960","https://openalex.org/W2543893460","https://openalex.org/W2551393996","https://openalex.org/W2583408446","https://openalex.org/W2602814102","https://openalex.org/W2613715541","https://openalex.org/W2743678626","https://openalex.org/W2762082538","https://openalex.org/W2783472916","https://openalex.org/W2796347334","https://openalex.org/W2816876164","https://openalex.org/W2886614482","https://openalex.org/W2891505635","https://openalex.org/W2896487960","https://openalex.org/W2896663798","https://openalex.org/W2900853407","https://openalex.org/W2912386632","https://openalex.org/W2950784811","https://openalex.org/W2954765307","https://openalex.org/W2958089299","https://openalex.org/W2963516518","https://openalex.org/W2965446359","https://openalex.org/W2965641056","https://openalex.org/W2975605169","https://openalex.org/W2995523160","https://openalex.org/W2998483179","https://openalex.org/W3011179515","https://openalex.org/W3023163568","https://openalex.org/W3034069517","https://openalex.org/W3036453007","https://openalex.org/W3046768359","https://openalex.org/W3047960718","https://openalex.org/W3083459580","https://openalex.org/W3087783715","https://openalex.org/W3101981467","https://openalex.org/W3106483999","https://openalex.org/W3110515458","https://openalex.org/W3124373176","https://openalex.org/W3146613606","https://openalex.org/W3155826459","https://openalex.org/W3173924498","https://openalex.org/W3174542393","https://openalex.org/W3176482836","https://openalex.org/W3177462152","https://openalex.org/W3182546273","https://openalex.org/W4286858739","https://openalex.org/W4308844456","https://openalex.org/W6638553918"],"related_works":["https://openalex.org/W2971077392","https://openalex.org/W2350760135","https://openalex.org/W2090371563","https://openalex.org/W1972316918","https://openalex.org/W2948259442","https://openalex.org/W4312601913","https://openalex.org/W2786162233","https://openalex.org/W4212776738","https://openalex.org/W2350092425","https://openalex.org/W91638230"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
