{"id":"https://openalex.org/W4404901726","doi":"https://doi.org/10.1007/978-3-031-78201-5_27","title":"Interpreting Emotions Through the\u00a0Grad-CAM Lens: Insights and\u00a0Implications in\u00a0CNN-Based Facial Emotion Recognition","display_name":"Interpreting Emotions Through the\u00a0Grad-CAM Lens: Insights and\u00a0Implications in\u00a0CNN-Based Facial Emotion Recognition","publication_year":2024,"publication_date":"2024-12-01","ids":{"openalex":"https://openalex.org/W4404901726","doi":"https://doi.org/10.1007/978-3-031-78201-5_27"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-78201-5_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-78201-5_27","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":["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/A5062931631","display_name":"Jens Gebele","orcid":"https://orcid.org/0009-0009-5879-4409"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]},{"id":"https://openalex.org/I4210085863","display_name":"John Wiley & Sons (Germany)","ror":"https://ror.org/000gm1k91","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210085863","https://openalex.org/I4210131007"]},{"id":"https://openalex.org/I4210124377","display_name":"Neu-Ulm University of Applied Sciences","ror":"https://ror.org/03ggzay52","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210124377"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jens Gebele","raw_affiliation_strings":["Neu-Ulm University of Applied Sciences, Wileystra\u00dfe 1, 89231, Neu-Ulm, Germany","University of W\u00fcrzburg, Am Hubland, 97074, W\u00fcrzburg, Germany"],"raw_orcid":"https://orcid.org/0009-0009-5879-4409","affiliations":[{"raw_affiliation_string":"Neu-Ulm University of Applied Sciences, Wileystra\u00dfe 1, 89231, Neu-Ulm, Germany","institution_ids":["https://openalex.org/I4210124377","https://openalex.org/I4210085863"]},{"raw_affiliation_string":"University of W\u00fcrzburg, Am Hubland, 97074, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020872710","display_name":"Philipp Br\u00fcne","orcid":"https://orcid.org/0000-0002-2570-7462"},"institutions":[{"id":"https://openalex.org/I4210085863","display_name":"John Wiley & Sons (Germany)","ror":"https://ror.org/000gm1k91","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210085863","https://openalex.org/I4210131007"]},{"id":"https://openalex.org/I4210124377","display_name":"Neu-Ulm University of Applied Sciences","ror":"https://ror.org/03ggzay52","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210124377"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp Brune","raw_affiliation_strings":["Neu-Ulm University of Applied Sciences, Wileystra\u00dfe 1, 89231, Neu-Ulm, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2570-7462","affiliations":[{"raw_affiliation_string":"Neu-Ulm University of Applied Sciences, Wileystra\u00dfe 1, 89231, Neu-Ulm, Germany","institution_ids":["https://openalex.org/I4210124377","https://openalex.org/I4210085863"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000807957","display_name":"Frank Schwab","orcid":"https://orcid.org/0000-0001-5488-4321"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frank Schwab","raw_affiliation_strings":["University of W\u00fcrzburg, Am Hubland, 97074, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, Am Hubland, 97074, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031886006","display_name":"Sebastian von Mammen","orcid":"https://orcid.org/0000-0002-7866-5788"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian von Mammen","raw_affiliation_strings":["University of W\u00fcrzburg, Am Hubland, 97074, W\u00fcrzburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7866-5788","affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, Am Hubland, 97074, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062931631"],"corresponding_institution_ids":["https://openalex.org/I25974101","https://openalex.org/I4210085863","https://openalex.org/I4210124377"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.5239,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92793726,"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":"414","last_page":"429"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9947999715805054,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9896000027656555,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7882312536239624},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5462689995765686},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.49580439925193787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4862143099308014},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.4166383147239685},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.359408974647522},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.34618353843688965},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.341444194316864},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3238406181335449},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1547795832157135}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7882312536239624},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5462689995765686},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.49580439925193787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4862143099308014},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.4166383147239685},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.359408974647522},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.34618353843688965},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.341444194316864},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3238406181335449},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1547795832157135}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-78201-5_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-78201-5_27","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1849277567","https://openalex.org/W2041616772","https://openalex.org/W2103943262","https://openalex.org/W2190008860","https://openalex.org/W2295107390","https://openalex.org/W2516809705","https://openalex.org/W2616247523","https://openalex.org/W2738672149","https://openalex.org/W2745497104","https://openalex.org/W2799041689","https://openalex.org/W2912483755","https://openalex.org/W2962862931","https://openalex.org/W2964303497","https://openalex.org/W2990913647","https://openalex.org/W3000361961","https://openalex.org/W3102564565","https://openalex.org/W3122081138","https://openalex.org/W3124054989","https://openalex.org/W3126756964","https://openalex.org/W3142113686","https://openalex.org/W3158894669","https://openalex.org/W3194352463","https://openalex.org/W3197815120","https://openalex.org/W3211452428","https://openalex.org/W4205425967","https://openalex.org/W4210279586","https://openalex.org/W4231699953","https://openalex.org/W4283755225","https://openalex.org/W4285261560","https://openalex.org/W4309969826","https://openalex.org/W4312593050","https://openalex.org/W4381322459","https://openalex.org/W4382450040","https://openalex.org/W4391164263","https://openalex.org/W4393407069"],"related_works":["https://openalex.org/W2123478443","https://openalex.org/W2115635058","https://openalex.org/W2088830394","https://openalex.org/W2081765545","https://openalex.org/W2088050694","https://openalex.org/W3126677997","https://openalex.org/W1610857240","https://openalex.org/W2584926856","https://openalex.org/W2075935902","https://openalex.org/W2014713986"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-24T23:23:39.755997","created_date":"2025-10-10T00:00:00"}