{"id":"https://openalex.org/W4385318219","doi":"https://doi.org/10.3389/frai.2023.1124553","title":"Decision trees: from efficient prediction to responsible AI","display_name":"Decision trees: from efficient prediction to responsible AI","publication_year":2023,"publication_date":"2023-07-26","ids":{"openalex":"https://openalex.org/W4385318219","doi":"https://doi.org/10.3389/frai.2023.1124553","pmid":"https://pubmed.ncbi.nlm.nih.gov/37565044"},"language":"en","primary_location":{"id":"doi:10.3389/frai.2023.1124553","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2023.1124553","pdf_url":"https://www.frontiersin.org/articles/10.3389/frai.2023.1124553/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/frai.2023.1124553/pdf?isPublishedV2=False","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086906175","display_name":"Hendrik Blockeel","orcid":"https://orcid.org/0000-0003-0378-3699"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Hendrik Blockeel","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Leuven, Belgium","Institute for Artificial Intelligence (Leuven.AI), KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Institute for Artificial Intelligence (Leuven.AI), KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037418836","display_name":"Laurens Devos","orcid":"https://orcid.org/0000-0002-1549-749X"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Laurens Devos","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Leuven, Belgium","Institute for Artificial Intelligence (Leuven.AI), KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Institute for Artificial Intelligence (Leuven.AI), KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009919848","display_name":"Beno\u00eet Fr\u00e9nay\u202c","orcid":"https://orcid.org/0000-0002-7859-2750"},"institutions":[{"id":"https://openalex.org/I149768937","display_name":"University of Namur","ror":"https://ror.org/03d1maw17","country_code":"BE","type":"education","lineage":["https://openalex.org/I149768937"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Beno\u00eet Fr\u00e9nay","raw_affiliation_strings":["Faculty of Computer Science, Universit\u00e9 de Namur, Namur, Belgium"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universit\u00e9 de Namur, Namur, Belgium","institution_ids":["https://openalex.org/I149768937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034693860","display_name":"G\u00e9raldin Nanfack","orcid":"https://orcid.org/0000-0003-2485-5292"},"institutions":[{"id":"https://openalex.org/I149768937","display_name":"University of Namur","ror":"https://ror.org/03d1maw17","country_code":"BE","type":"education","lineage":["https://openalex.org/I149768937"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"G\u00e9raldin Nanfack","raw_affiliation_strings":["Faculty of Computer Science, Universit\u00e9 de Namur, Namur, Belgium"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universit\u00e9 de Namur, Namur, Belgium","institution_ids":["https://openalex.org/I149768937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046889112","display_name":"Siegfried Nijssen","orcid":"https://orcid.org/0000-0003-2678-1266"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Siegfried Nijssen","raw_affiliation_strings":["ICTEAM, UCLouvain, Ottignies-Louvain-la-Neuve, Belgium"],"affiliations":[{"raw_affiliation_string":"ICTEAM, UCLouvain, Ottignies-Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086906175"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":{"value":1150,"currency":"USD","value_usd":1150},"apc_paid":{"value":1150,"currency":"USD","value_usd":1150},"fwci":30.5876,"has_fulltext":true,"cited_by_count":176,"citation_normalized_percentile":{"value":0.99795547,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"6","issue":null,"first_page":"1124553","last_page":"1124553"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9929999709129333,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9929999709129333,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9929999709129333,"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":0.9929999709129333,"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/decision-tree","display_name":"Decision tree","score":0.7926262617111206},{"id":"https://openalex.org/keywords/situated","display_name":"Situated","score":0.6648984551429749},{"id":"https://openalex.org/keywords/strengths-and-weaknesses","display_name":"Strengths and weaknesses","score":0.6603734493255615},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6251952052116394},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.609883189201355},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5930535793304443},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5894936919212341},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5617818832397461},{"id":"https://openalex.org/keywords/alternating-decision-tree","display_name":"Alternating decision tree","score":0.43345773220062256},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42953500151634216},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.39198219776153564},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.370403528213501},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.2650754451751709},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16183507442474365},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11400118470191956},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11378303170204163},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08134293556213379}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7926262617111206},{"id":"https://openalex.org/C132829578","wikidata":"https://www.wikidata.org/wiki/Q581151","display_name":"Situated","level":2,"score":0.6648984551429749},{"id":"https://openalex.org/C63882131","wikidata":"https://www.wikidata.org/wiki/Q17122954","display_name":"Strengths and weaknesses","level":2,"score":0.6603734493255615},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6251952052116394},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.609883189201355},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5930535793304443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5894936919212341},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5617818832397461},{"id":"https://openalex.org/C120136583","wikidata":"https://www.wikidata.org/wiki/Q4736414","display_name":"Alternating decision tree","level":5,"score":0.43345773220062256},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42953500151634216},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.39198219776153564},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.370403528213501},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.2650754451751709},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16183507442474365},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11400118470191956},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11378303170204163},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08134293556213379},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3389/frai.2023.1124553","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2023.1124553","pdf_url":"https://www.frontiersin.org/articles/10.3389/frai.2023.1124553/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},{"id":"pmid:37565044","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37565044","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in artificial intelligence","raw_type":null},{"id":"pmh:oai:pure.unamur.be:openaire_cris_publications/c7f6dd22-0cb4-414e-bbc3-49f196e35eab","is_oa":true,"landing_page_url":"https://researchportal.unamur.be/en/publications/c7f6dd22-0cb4-414e-bbc3-49f196e35eab","pdf_url":null,"source":{"id":"https://openalex.org/S4406922457","display_name":"Repository of the University of Namur","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Blockeel, H, Devos, L, Fr\u00e9nay, B, Nanfack, G & Nijssen, S 2023, 'Decision trees : from efficient prediction to responsible AI', Frontiers in Artificial Intelligence, vol. 6, 1124553. https://doi.org/10.3389/frai.2023.1124553","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/722927","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/722927","pdf_url":"https://lirias.kuleuven.be/retrieve/70e3351b-65fe-4522-a2d5-747f3f427f21","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Artificial Intelligence, vol. 6, Art.No. 1124553","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pubmedcentral.nih.gov:10411911","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10411911","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10411911/pdf/frai-06-1124553.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Artif Intell","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:2f1cc2945251424681eb02f9e52e1397","is_oa":true,"landing_page_url":"https://doaj.org/article/2f1cc2945251424681eb02f9e52e1397","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Artificial Intelligence, Vol 6 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/frai.2023.1124553","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2023.1124553","pdf_url":"https://www.frontiersin.org/articles/10.3389/frai.2023.1124553/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G2556164516","display_name":null,"funder_award_id":"30992574","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321390","display_name":"Fonds De La Recherche Scientifique - FNRS","ror":"https://ror.org/03q83t159"},{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385318219.pdf"},"referenced_works_count":202,"referenced_works":["https://openalex.org/W137456267","https://openalex.org/W150885707","https://openalex.org/W410850256","https://openalex.org/W873782400","https://openalex.org/W1483135265","https://openalex.org/W1487760768","https://openalex.org/W1490774185","https://openalex.org/W1491964404","https://openalex.org/W1509515766","https://openalex.org/W1539886244","https://openalex.org/W1549710828","https://openalex.org/W1574534563","https://openalex.org/W1576962511","https://openalex.org/W1637435380","https://openalex.org/W1678356000","https://openalex.org/W1698663318","https://openalex.org/W1763644767","https://openalex.org/W1780185704","https://openalex.org/W1875061881","https://openalex.org/W1881647329","https://openalex.org/W1967542092","https://openalex.org/W1970074386","https://openalex.org/W1975052039","https://openalex.org/W1987356990","https://openalex.org/W2009074768","https://openalex.org/W2009985472","https://openalex.org/W2011186625","https://openalex.org/W2015005801","https://openalex.org/W2033072307","https://openalex.org/W2034416530","https://openalex.org/W2044076969","https://openalex.org/W2057557663","https://openalex.org/W2059424674","https://openalex.org/W2068714596","https://openalex.org/W2072100806","https://openalex.org/W2101705355","https://openalex.org/W2109603199","https://openalex.org/W2112841646","https://openalex.org/W2113882472","https://openalex.org/W2115424804","https://openalex.org/W2120976331","https://openalex.org/W2127894726","https://openalex.org/W2142951908","https://openalex.org/W2148423395","https://openalex.org/W2150997454","https://openalex.org/W2162741763","https://openalex.org/W2163517193","https://openalex.org/W2165980810","https://openalex.org/W2166685976","https://openalex.org/W2170849167","https://openalex.org/W2220384803","https://openalex.org/W2275975620","https://openalex.org/W2279924571","https://openalex.org/W2282821441","https://openalex.org/W2295598076","https://openalex.org/W2296719434","https://openalex.org/W2330820318","https://openalex.org/W2603465745","https://openalex.org/W2604736517","https://openalex.org/W2604808181","https://openalex.org/W2626498001","https://openalex.org/W2715209044","https://openalex.org/W2768348081","https://openalex.org/W2769506033","https://openalex.org/W2780836631","https://openalex.org/W2788085070","https://openalex.org/W2788395973","https://openalex.org/W2789758093","https://openalex.org/W2803974723","https://openalex.org/W2807992309","https://openalex.org/W2809089185","https://openalex.org/W2886958107","https://openalex.org/W2901120714","https://openalex.org/W2904239671","https://openalex.org/W2904994710","https://openalex.org/W2911845017","https://openalex.org/W2911964244","https://openalex.org/W2942347321","https://openalex.org/W2948541514","https://openalex.org/W2948741454","https://openalex.org/W2950951261","https://openalex.org/W2951539267","https://openalex.org/W2952714963","https://openalex.org/W2963793947","https://openalex.org/W2965366403","https://openalex.org/W2968213045","https://openalex.org/W2970602317","https://openalex.org/W2970869247","https://openalex.org/W2990338387","https://openalex.org/W2995022099","https://openalex.org/W2997018541","https://openalex.org/W2997425368","https://openalex.org/W2998503844","https://openalex.org/W2998640192","https://openalex.org/W2999615587","https://openalex.org/W3003169551","https://openalex.org/W3003913392","https://openalex.org/W3012300836","https://openalex.org/W3015424723","https://openalex.org/W3020059240","https://openalex.org/W3023026039","https://openalex.org/W3023055653","https://openalex.org/W3034399847","https://openalex.org/W3034697737","https://openalex.org/W3035758920","https://openalex.org/W3036568938","https://openalex.org/W3041731231","https://openalex.org/W3042135962","https://openalex.org/W3043221510","https://openalex.org/W3091382611","https://openalex.org/W3092961465","https://openalex.org/W3094445034","https://openalex.org/W3096182600","https://openalex.org/W3096627802","https://openalex.org/W3102161834","https://openalex.org/W3135562278","https://openalex.org/W3158537720","https://openalex.org/W3162518478","https://openalex.org/W3163265547","https://openalex.org/W3166523659","https://openalex.org/W3171091773","https://openalex.org/W3171466432","https://openalex.org/W3172917901","https://openalex.org/W3174687993","https://openalex.org/W3197110961","https://openalex.org/W3211208090","https://openalex.org/W3214409238","https://openalex.org/W4205860831","https://openalex.org/W4205950066","https://openalex.org/W4212774754","https://openalex.org/W4212883601","https://openalex.org/W4225150645","https://openalex.org/W4225863264","https://openalex.org/W4226400409","https://openalex.org/W4232122439","https://openalex.org/W4232478844","https://openalex.org/W4236137412","https://openalex.org/W4244458990","https://openalex.org/W4283802782","https://openalex.org/W4284888204","https://openalex.org/W4285811008","https://openalex.org/W4287550978","https://openalex.org/W4287632132","https://openalex.org/W4287866765","https://openalex.org/W4289548211","https://openalex.org/W4293171766","https://openalex.org/W4293846201","https://openalex.org/W4296412277","https://openalex.org/W4297673529","https://openalex.org/W4297821991","https://openalex.org/W4304098281","https://openalex.org/W4308242674","https://openalex.org/W4320472040","https://openalex.org/W4327652204","https://openalex.org/W4327652961","https://openalex.org/W4360982287","https://openalex.org/W4360982403","https://openalex.org/W4376654132","https://openalex.org/W6606029839","https://openalex.org/W6614148910","https://openalex.org/W6628845210","https://openalex.org/W6632816258","https://openalex.org/W6634321592","https://openalex.org/W6639409548","https://openalex.org/W6675204935","https://openalex.org/W6676885637","https://openalex.org/W6682677858","https://openalex.org/W6685045429","https://openalex.org/W6685324724","https://openalex.org/W6685719144","https://openalex.org/W6686366921","https://openalex.org/W6695159855","https://openalex.org/W6717082673","https://openalex.org/W6729681907","https://openalex.org/W6739868092","https://openalex.org/W6745609711","https://openalex.org/W6745861399","https://openalex.org/W6751437432","https://openalex.org/W6754939487","https://openalex.org/W6755817764","https://openalex.org/W6761231816","https://openalex.org/W6761682674","https://openalex.org/W6763052660","https://openalex.org/W6763629579","https://openalex.org/W6770556041","https://openalex.org/W6773764241","https://openalex.org/W6776909389","https://openalex.org/W6778121492","https://openalex.org/W6779784476","https://openalex.org/W6779842540","https://openalex.org/W6780154528","https://openalex.org/W6785030129","https://openalex.org/W6785241314","https://openalex.org/W6787727387","https://openalex.org/W6795815412","https://openalex.org/W6797145888","https://openalex.org/W6810966206","https://openalex.org/W6839091186","https://openalex.org/W6846571679","https://openalex.org/W6849329377","https://openalex.org/W6852819149","https://openalex.org/W7006806681"],"related_works":["https://openalex.org/W2356463514","https://openalex.org/W2591672004","https://openalex.org/W1982169401","https://openalex.org/W2404612336","https://openalex.org/W4243803609","https://openalex.org/W4387869645","https://openalex.org/W1603140234","https://openalex.org/W2135549371","https://openalex.org/W4302004071","https://openalex.org/W4293786841"],"abstract_inverted_index":{"This":[0],"article":[1,59],"provides":[2],"a":[3],"birds-eye":[4],"view":[5],"on":[6],"the":[7,24,31,34,39,58,63],"role":[8],"of":[9,26,48,57],"decision":[10,27,49,77],"trees":[11,50,78],"in":[12,37,51],"machine":[13,67],"learning":[14,68],"and":[15,43,46,69,74],"data":[16],"science":[17],"over":[18,30],"roughly":[19],"four":[20],"decades.":[21],"It":[22],"sketches":[23],"evolution":[25],"tree":[28],"research":[29,40],"years,":[32],"describes":[33],"broader":[35],"context":[36],"which":[38],"is":[41,60],"situated,":[42],"summarizes":[44],"strengths":[45],"weaknesses":[47],"this":[52],"context.":[53],"The":[54],"main":[55],"goal":[56],"to":[61,66],"clarify":[62],"broad":[64],"relevance":[65],"artificial":[70],"intelligence,":[71],"both":[72],"practical":[73],"theoretical,":[75],"that":[76],"still":[79],"have":[80],"today.":[81]},"counts_by_year":[{"year":2026,"cited_by_count":18},{"year":2025,"cited_by_count":108},{"year":2024,"cited_by_count":47},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2025-10-10T00:00:00"}
