{"id":"https://openalex.org/W4404579289","doi":"https://doi.org/10.5220/0012927900003838","title":"Clustering for Explainability: Extracting and Visualising Concepts from Activation","display_name":"Clustering for Explainability: Extracting and Visualising Concepts from Activation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404579289","doi":"https://doi.org/10.5220/0012927900003838"},"language":"en","primary_location":{"id":"doi:10.5220/0012927900003838","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012927900003838","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.5220/0012927900003838","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062836400","display_name":"Alexandre Lambert","orcid":"https://orcid.org/0000-0001-5702-6445"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4390039377","display_name":"Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles","ror":"https://ror.org/01hcc6p91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4390039377"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Alexandre Lambert","raw_affiliation_strings":["LISV Laboratory, Universit\u00e9 de Versailles, Paris Saclay, Velizy, France, --- Select a Country ---","LyRIDS, ECE Research Center Paris, France, --- Select a Country ---","Unit\u00e9 d\u2019Ergonomie Cognitive des Situations Op\u00e9rationnelles, IRBA, Br\u00e9tigny sur Orge, France, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"LISV Laboratory, Universit\u00e9 de Versailles, Paris Saclay, Velizy, France, --- Select a Country ---","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4390039377"]},{"raw_affiliation_string":"LyRIDS, ECE Research Center Paris, France, --- Select a Country ---","institution_ids":[]},{"raw_affiliation_string":"Unit\u00e9 d\u2019Ergonomie Cognitive des Situations Op\u00e9rationnelles, IRBA, Br\u00e9tigny sur Orge, France, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022521292","display_name":"Aakash Soni","orcid":"https://orcid.org/0000-0002-0882-5280"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aakash Soni","raw_affiliation_strings":["LyRIDS, ECE Research Center Paris, France, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"LyRIDS, ECE Research Center Paris, France, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032398749","display_name":"Assia Soukane","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Assia Soukane","raw_affiliation_strings":["LyRIDS, ECE Research Center Paris, France, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"LyRIDS, ECE Research Center Paris, France, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003414781","display_name":"Amar Ramdane-Ch\u00e9rif","orcid":"https://orcid.org/0000-0001-8289-747X"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4390039377","display_name":"Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles","ror":"https://ror.org/01hcc6p91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4390039377"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Amar Cherif","raw_affiliation_strings":["LISV Laboratory, Universit\u00e9 de Versailles, Paris Saclay, Velizy, France, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"LISV Laboratory, Universit\u00e9 de Versailles, Paris Saclay, Velizy, France, --- Select a Country ---","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4390039377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037581742","display_name":"Arnaud Rabat","orcid":"https://orcid.org/0000-0002-9938-1207"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arnaud Rabat","raw_affiliation_strings":["Unit\u00e9 d\u2019Ergonomie Cognitive des Situations Op\u00e9rationnelles, IRBA, Br\u00e9tigny sur Orge, France, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Unit\u00e9 d\u2019Ergonomie Cognitive des Situations Op\u00e9rationnelles, IRBA, Br\u00e9tigny sur Orge, France, --- Select a Country ---","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5062836400"],"corresponding_institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4390039377"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21414514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"151","last_page":"158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.8758000135421753,"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":0.8758000135421753,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.8474000096321106,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.8206999897956848,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7760013937950134},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7159267663955688},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4653395414352417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37852349877357483},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3433939814567566}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7760013937950134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7159267663955688},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4653395414352417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37852349877357483},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3433939814567566}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0012927900003838","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012927900003838","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0012927900003838","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012927900003838","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2068608913","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
