{"id":"https://openalex.org/W4400438656","doi":"https://doi.org/10.1007/978-3-031-63797-1_3","title":"Explainable AI for\u00a0Mixed Data Clustering","display_name":"Explainable AI for\u00a0Mixed Data Clustering","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400438656","doi":"https://doi.org/10.1007/978-3-031-63797-1_3"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-63797-1_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-63797-1_3","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/A5100279400","display_name":"Jonas Amling","orcid":"https://orcid.org/0009-0000-1554-9950"},"institutions":[{"id":"https://openalex.org/I83041830","display_name":"Deggendorf Institute of Technology","ror":"https://ror.org/02kw5st29","country_code":"DE","type":"education","lineage":["https://openalex.org/I83041830"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jonas Amling","raw_affiliation_strings":["dab: Daten-Analysen und Beratung GmbH, Deggendorf, Germany"],"raw_orcid":"https://orcid.org/0009-0000-1554-9950","affiliations":[{"raw_affiliation_string":"dab: Daten-Analysen und Beratung GmbH, Deggendorf, Germany","institution_ids":["https://openalex.org/I83041830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073402626","display_name":"Stephan Scheele","orcid":"https://orcid.org/0000-0003-0787-3181"},"institutions":[{"id":"https://openalex.org/I94626330","display_name":"University of Bamberg","ror":"https://ror.org/01c1w6d29","country_code":"DE","type":"education","lineage":["https://openalex.org/I94626330"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stephan Scheele","raw_affiliation_strings":["University of Bamberg, Bamberg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0787-3181","affiliations":[{"raw_affiliation_string":"University of Bamberg, Bamberg, Germany","institution_ids":["https://openalex.org/I94626330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065363085","display_name":"Emanuel Slany","orcid":"https://orcid.org/0000-0001-5958-8425"},"institutions":[{"id":"https://openalex.org/I4210124274","display_name":"Fraunhofer Institute for Integrated Circuits","ror":"https://ror.org/024ape423","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124274","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Emanuel Slany","raw_affiliation_strings":["Fraunhofer Institute for Integrated Circuits IIS, Erlangen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5958-8425","affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Integrated Circuits IIS, Erlangen, Germany","institution_ids":["https://openalex.org/I4210124274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088367992","display_name":"M. Lang","orcid":"https://orcid.org/0009-0001-8080-0010"},"institutions":[{"id":"https://openalex.org/I83041830","display_name":"Deggendorf Institute of Technology","ror":"https://ror.org/02kw5st29","country_code":"DE","type":"education","lineage":["https://openalex.org/I83041830"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Moritz Lang","raw_affiliation_strings":["dab: Daten-Analysen und Beratung GmbH, Deggendorf, Germany"],"raw_orcid":"https://orcid.org/0009-0001-8080-0010","affiliations":[{"raw_affiliation_string":"dab: Daten-Analysen und Beratung GmbH, Deggendorf, Germany","institution_ids":["https://openalex.org/I83041830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027156356","display_name":"Ute Schmid","orcid":"https://orcid.org/0000-0002-1301-0326"},"institutions":[{"id":"https://openalex.org/I94626330","display_name":"University of Bamberg","ror":"https://ror.org/01c1w6d29","country_code":"DE","type":"education","lineage":["https://openalex.org/I94626330"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ute Schmid","raw_affiliation_strings":["University of Bamberg, Bamberg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1301-0326","affiliations":[{"raw_affiliation_string":"University of Bamberg, Bamberg, Germany","institution_ids":["https://openalex.org/I94626330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100279400"],"corresponding_institution_ids":["https://openalex.org/I83041830"],"apc_list":null,"apc_paid":null,"fwci":2.2469,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88318167,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"42","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9987999796867371,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9987999796867371,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9731000065803528,"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/T13398","display_name":"Data Analysis with R","score":0.9635000228881836,"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/cluster-analysis","display_name":"Cluster analysis","score":0.5921696424484253},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5698701739311218},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4818100333213806},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27918148040771484}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5921696424484253},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5698701739311218},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4818100333213806},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27918148040771484}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-63797-1_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-63797-1_3","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/476967","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/476967","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"}],"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/W1493454437","https://openalex.org/W1537486610","https://openalex.org/W2061025330","https://openalex.org/W2081584164","https://openalex.org/W2125930814","https://openalex.org/W2126751256","https://openalex.org/W2420245003","https://openalex.org/W2585986260","https://openalex.org/W2788403449","https://openalex.org/W2891503716","https://openalex.org/W2949271011","https://openalex.org/W2964036159","https://openalex.org/W2972059645","https://openalex.org/W2989964158","https://openalex.org/W3011442134","https://openalex.org/W3049684724","https://openalex.org/W3089397413","https://openalex.org/W3093388566","https://openalex.org/W3095225556","https://openalex.org/W3127808381","https://openalex.org/W3161781411","https://openalex.org/W3200439640","https://openalex.org/W3204664178","https://openalex.org/W4287765297","https://openalex.org/W4288811599","https://openalex.org/W4293583991","https://openalex.org/W4296594664","https://openalex.org/W4296908434","https://openalex.org/W4309348012","https://openalex.org/W4310367455","https://openalex.org/W4379055191","https://openalex.org/W4387781223","https://openalex.org/W4387848928","https://openalex.org/W4387946349","https://openalex.org/W4388012895"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}