{"id":"https://openalex.org/W4403069481","doi":"https://doi.org/10.1007/978-3-031-72117-5_67","title":"This Actually Looks Like that: Proto-BagNets for\u00a0Local and\u00a0Global Interpretability-by-Design","display_name":"This Actually Looks Like that: Proto-BagNets for\u00a0Local and\u00a0Global Interpretability-by-Design","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403069481","doi":"https://doi.org/10.1007/978-3-031-72117-5_67"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-72117-5_67","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72117-5_67","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/A5098110919","display_name":"Kerol Djoumessi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141865","display_name":"Hertie Institute for Clinical Brain Research","ror":"https://ror.org/04zzwzx41","country_code":"DE","type":"other","lineage":["https://openalex.org/I4210141865","https://openalex.org/I8087733"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Kerol Djoumessi","raw_affiliation_strings":["Hertie Institute for AI in Brain Health, University of T\u00fcbingen, T\u00fcbingen, Germany","T\u00fcbingen AI Center, University of T\u00fcbingen, T\u00fcbingen, Germany"],"raw_orcid":"https://orcid.org/0009-0004-1548-9758","affiliations":[{"raw_affiliation_string":"Hertie Institute for AI in Brain Health, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210141865","https://openalex.org/I8087733"]},{"raw_affiliation_string":"T\u00fcbingen AI Center, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008341060","display_name":"Bubacarr Bah","orcid":"https://orcid.org/0000-0003-3318-6668"},"institutions":[{"id":"https://openalex.org/I4210116687","display_name":"MRC Unit the Gambia","ror":"https://ror.org/025wfj672","country_code":"GM","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I4210087105","https://openalex.org/I4210089966","https://openalex.org/I4210116687","https://openalex.org/I90344618"]}],"countries":["GM"],"is_corresponding":false,"raw_author_name":"Bubacarr Bah","raw_affiliation_strings":["Medical Research Council Unit the Gambia at London School of Hygiene and Tropical Medicine, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Research Council Unit the Gambia at London School of Hygiene and Tropical Medicine, London, UK","institution_ids":["https://openalex.org/I4210116687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110963555","display_name":"Laura K\u00fchlewein","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145878","display_name":"STZ eyetrial","ror":"https://ror.org/049sttw47","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210145878"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Laura K\u00fchlewein","raw_affiliation_strings":["University Eye Clinic, University of T\u00fcbingen, T\u00fcbingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Eye Clinic, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210145878","https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043130208","display_name":"Philipp Berens","orcid":"https://orcid.org/0000-0002-0199-4727"},"institutions":[{"id":"https://openalex.org/I4210141865","display_name":"Hertie Institute for Clinical Brain Research","ror":"https://ror.org/04zzwzx41","country_code":"DE","type":"other","lineage":["https://openalex.org/I4210141865","https://openalex.org/I8087733"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Philipp Berens","raw_affiliation_strings":["Hertie Institute for AI in Brain Health, University of T\u00fcbingen, T\u00fcbingen, Germany","T\u00fcbingen AI Center, University of T\u00fcbingen, T\u00fcbingen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-0199-4727","affiliations":[{"raw_affiliation_string":"Hertie Institute for AI in Brain Health, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210141865","https://openalex.org/I8087733"]},{"raw_affiliation_string":"T\u00fcbingen AI Center, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056603838","display_name":"Lisa M. Koch","orcid":"https://orcid.org/0000-0003-4377-7074"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]},{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]},{"id":"https://openalex.org/I4210141865","display_name":"Hertie Institute for Clinical Brain Research","ror":"https://ror.org/04zzwzx41","country_code":"DE","type":"other","lineage":["https://openalex.org/I4210141865","https://openalex.org/I8087733"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["CH","DE"],"is_corresponding":true,"raw_author_name":"Lisa Koch","raw_affiliation_strings":["Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism UDEM, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland","Hertie Institute for AI in Brain Health, University of T\u00fcbingen, T\u00fcbingen, Germany","T\u00fcbingen AI Center, University of T\u00fcbingen, T\u00fcbingen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4377-7074","affiliations":[{"raw_affiliation_string":"Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism UDEM, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126","https://openalex.org/I118564535"]},{"raw_affiliation_string":"Hertie Institute for AI in Brain Health, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210141865","https://openalex.org/I8087733"]},{"raw_affiliation_string":"T\u00fcbingen AI Center, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043130208","https://openalex.org/A5056603838","https://openalex.org/A5098110919"],"corresponding_institution_ids":["https://openalex.org/I118564535","https://openalex.org/I2801112126","https://openalex.org/I4210141865","https://openalex.org/I8087733"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.7547,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.91546935,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"718","last_page":"728"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.996999979019165,"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/T10028","display_name":"Topic Modeling","score":0.996999979019165,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9950000047683716,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9828000068664551,"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/interpretability","display_name":"Interpretability","score":0.9057894945144653},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.830539345741272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38149046897888184}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9057894945144653},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.830539345741272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38149046897888184}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-72117-5_67","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72117-5_67","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2788633781","https://openalex.org/W2945976633","https://openalex.org/W2962858109","https://openalex.org/W3034917890","https://openalex.org/W3175314453","https://openalex.org/W3197368102","https://openalex.org/W4200254023","https://openalex.org/W4211199473","https://openalex.org/W4323566960","https://openalex.org/W4385805086","https://openalex.org/W4390338706","https://openalex.org/W4390872821","https://openalex.org/W6779243538"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}