{"id":"https://openalex.org/W2163084201","doi":"https://doi.org/10.1007/3-540-33019-4_11","title":"Minimizing Structural Risk on Decision Tree Classification","display_name":"Minimizing Structural Risk on Decision Tree Classification","publication_year":2006,"publication_date":"2006-05-19","ids":{"openalex":"https://openalex.org/W2163084201","doi":"https://doi.org/10.1007/3-540-33019-4_11","mag":"2163084201"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-33019-4_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-33019-4_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","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/A5073818070","display_name":"DaeEun Kim","orcid":"https://orcid.org/0000-0003-0863-1694"},"institutions":[{"id":"https://openalex.org/I4210130445","display_name":"Max Planck Institute for Human Cognitive and Brain Sciences","ror":"https://ror.org/0387jng26","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210130445"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"DaeEun Kim","raw_affiliation_strings":["Cognitive Robotics Max Planck Institute for Human Cognitive & Brain Sciences, Munich, 80799, Germany"],"affiliations":[{"raw_affiliation_string":"Cognitive Robotics Max Planck Institute for Human Cognitive & Brain Sciences, Munich, 80799, Germany","institution_ids":["https://openalex.org/I4210130445"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5073818070"],"corresponding_institution_ids":["https://openalex.org/I4210130445"],"apc_list":null,"apc_paid":null,"fwci":0.603,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.706148,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"241","last_page":"260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9941999912261963,"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":0.972100019454956,"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":0.7000411748886108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48745298385620117},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4390029013156891},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.4118639826774597},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3573095202445984},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2417609691619873},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.08904814720153809}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7000411748886108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48745298385620117},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4390029013156891},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.4118639826774597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3573095202445984},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2417609691619873},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.08904814720153809}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/3-540-33019-4_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-33019-4_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.96.2662","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.96.2662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://sci2s.ugr.es/keel/pdf/specific/capitulo/scopus043.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1501753568","https://openalex.org/W1504943474","https://openalex.org/W1513771272","https://openalex.org/W1523259042","https://openalex.org/W1525844566","https://openalex.org/W1544969377","https://openalex.org/W1550699463","https://openalex.org/W1553373771","https://openalex.org/W1563072111","https://openalex.org/W1585743408","https://openalex.org/W1586689888","https://openalex.org/W1594031697","https://openalex.org/W1604329830","https://openalex.org/W1612556207","https://openalex.org/W1833977909","https://openalex.org/W1927597696","https://openalex.org/W1961482980","https://openalex.org/W1983661866","https://openalex.org/W1999011285","https://openalex.org/W2029874061","https://openalex.org/W2076118331","https://openalex.org/W2084812512","https://openalex.org/W2101235542","https://openalex.org/W2149706766","https://openalex.org/W2156909104","https://openalex.org/W2261054240","https://openalex.org/W2912934387","https://openalex.org/W2982720039","https://openalex.org/W3085162807","https://openalex.org/W3139831614","https://openalex.org/W3149764826","https://openalex.org/W4292408320","https://openalex.org/W6634986879","https://openalex.org/W6671611538","https://openalex.org/W6808111085","https://openalex.org/W6817491142","https://openalex.org/W6843735874"],"related_works":["https://openalex.org/W2591672004","https://openalex.org/W1982169401","https://openalex.org/W2356463514","https://openalex.org/W4319437832","https://openalex.org/W4243803609","https://openalex.org/W2030894524","https://openalex.org/W2350430350","https://openalex.org/W2592385415","https://openalex.org/W102063058","https://openalex.org/W2006686080"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
