{"id":"https://openalex.org/W3200075121","doi":"https://doi.org/10.1007/978-3-030-86271-8_24","title":"More Interpretable Decision Trees","display_name":"More Interpretable Decision Trees","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3200075121","doi":"https://doi.org/10.1007/978-3-030-86271-8_24","mag":"3200075121"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-86271-8_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86271-8_24","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":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10072/408048","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024101125","display_name":"Eugene Gilmore","orcid":null},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Eugene Gilmore","raw_affiliation_strings":["Griffith University, Nathan, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Griffith University, Nathan, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061047124","display_name":"Vladimir Estivill\u2010Castro","orcid":"https://orcid.org/0000-0001-7775-0780"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Vladimir Estivill-Castro","raw_affiliation_strings":["Universitat Pompeu Fabra, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0001-7775-0780","affiliations":[{"raw_affiliation_string":"Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037654114","display_name":"Ren\u00e9 Hexel","orcid":"https://orcid.org/0000-0002-9668-849X"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ren\u00e9 Hexel","raw_affiliation_strings":["Griffith University, Nathan, Australia"],"raw_orcid":"https://orcid.org/0000-0002-9668-849X","affiliations":[{"raw_affiliation_string":"Griffith University, Nathan, Australia","institution_ids":["https://openalex.org/I11701301"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.2315,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.93505361,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"280","last_page":"292"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9957000017166138,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.992900013923645,"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/computer-science","display_name":"Computer science","score":0.8439989686012268},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7228121757507324},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7136241793632507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5650184154510498},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5241361260414124},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5055594444274902},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.4807438850402832},{"id":"https://openalex.org/keywords/id3-algorithm","display_name":"ID3 algorithm","score":0.4513390362262726},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43459486961364746},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.41809284687042236},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32914912700653076}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8439989686012268},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7228121757507324},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7136241793632507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5650184154510498},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5241361260414124},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5055594444274902},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.4807438850402832},{"id":"https://openalex.org/C183931066","wikidata":"https://www.wikidata.org/wiki/Q1653378","display_name":"ID3 algorithm","level":5,"score":0.4513390362262726},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43459486961364746},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.41809284687042236},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32914912700653076},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-86271-8_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86271-8_24","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"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/408048","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/408048","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"}],"best_oa_location":{"id":"pmh:oai:research-repository.griffith.edu.au:10072/408048","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/408048","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W80760317","https://openalex.org/W95049136","https://openalex.org/W1482759324","https://openalex.org/W1501005121","https://openalex.org/W1515620500","https://openalex.org/W1530453821","https://openalex.org/W1565377632","https://openalex.org/W1570448133","https://openalex.org/W1594031697","https://openalex.org/W1780185704","https://openalex.org/W1987552279","https://openalex.org/W1992896169","https://openalex.org/W2003238113","https://openalex.org/W2026905436","https://openalex.org/W2028125713","https://openalex.org/W2044374252","https://openalex.org/W2045649112","https://openalex.org/W2054873730","https://openalex.org/W2074584355","https://openalex.org/W2075705154","https://openalex.org/W2083322541","https://openalex.org/W2113546432","https://openalex.org/W2124803723","https://openalex.org/W2125055259","https://openalex.org/W2125283600","https://openalex.org/W2148154725","https://openalex.org/W2148239836","https://openalex.org/W2148341845","https://openalex.org/W2153829923","https://openalex.org/W2162670686","https://openalex.org/W2169482951","https://openalex.org/W2403272791","https://openalex.org/W2466512847","https://openalex.org/W2619330873","https://openalex.org/W2945976633","https://openalex.org/W3085162807","https://openalex.org/W3111083242","https://openalex.org/W3120740533","https://openalex.org/W3131947895","https://openalex.org/W3142963976","https://openalex.org/W3215160418","https://openalex.org/W4205774955","https://openalex.org/W4234236334","https://openalex.org/W4247767684","https://openalex.org/W4253133244","https://openalex.org/W6603222281"],"related_works":["https://openalex.org/W2030894524","https://openalex.org/W2592385415","https://openalex.org/W1982169401","https://openalex.org/W1648970942","https://openalex.org/W2143508752","https://openalex.org/W2348694184","https://openalex.org/W2188355725","https://openalex.org/W3197772267","https://openalex.org/W2167102385","https://openalex.org/W2622249843"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}