{"id":"https://openalex.org/W1529107069","doi":"https://doi.org/10.1007/978-3-642-13059-5_49","title":"Multivariate Decision Trees Using Different Splitting Attribute Subsets for Large Datasets","display_name":"Multivariate Decision Trees Using Different Splitting Attribute Subsets for Large Datasets","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1529107069","doi":"https://doi.org/10.1007/978-3-642-13059-5_49","mag":"1529107069"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-13059-5_49","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-13059-5_49","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035707873","display_name":"Anil\u00fa Franco-\u00c1rcega","orcid":"https://orcid.org/0000-0002-9415-8313"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Anilu Franco-Arcega","raw_affiliation_strings":["Computer Science Department, National Institute of Astrophysics, Optics and Electronics, Luis Enrique Erro # 1, Santa Maria Tonantzintla, Puebla, Mexico, C.P.72840"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, National Institute of Astrophysics, Optics and Electronics, Luis Enrique Erro # 1, Santa Maria Tonantzintla, Puebla, Mexico, C.P.72840","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jos\u00e9 Ariel Carrasco-Ochoa","orcid":null},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Ariel Carrasco-Ochoa","raw_affiliation_strings":["Computer Science Department, National Institute of Astrophysics, Optics and Electronics, Luis Enrique Erro # 1, Santa Maria Tonantzintla, Puebla, Mexico, C.P.72840"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, National Institute of Astrophysics, Optics and Electronics, Luis Enrique Erro # 1, Santa Maria Tonantzintla, Puebla, Mexico, C.P.72840","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044893740","display_name":"Guillermo S\u00e1nchez-D\u00edaz","orcid":"https://orcid.org/0000-0002-5480-8983"},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Guillermo S\u00e1nchez-D\u00edaz","raw_affiliation_strings":["Computational Science and Technology Department, University of Guadalajara, CUValles, Carretera Guadalajara - Ameca Km. 45.5, Ameca, Jalisco, Mexico, C.P. 46600"],"affiliations":[{"raw_affiliation_string":"Computational Science and Technology Department, University of Guadalajara, CUValles, Carretera Guadalajara - Ameca Km. 45.5, Ameca, Jalisco, Mexico, C.P. 46600","institution_ids":["https://openalex.org/I193181351"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009754927","display_name":"Jos\u00e9 Fco. Mart\u00ednez-Trinidad","orcid":"https://orcid.org/0000-0001-7973-9075"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Fco. Mart\u00ednez-Trinidad","raw_affiliation_strings":["Computer Science Department, National Institute of Astrophysics, Optics and Electronics, Luis Enrique Erro # 1, Santa Maria Tonantzintla, Puebla, Mexico, C.P.72840"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, National Institute of Astrophysics, Optics and Electronics, Luis Enrique Erro # 1, Santa Maria Tonantzintla, Puebla, Mexico, C.P.72840","institution_ids":["https://openalex.org/I39824353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035707873"],"corresponding_institution_ids":["https://openalex.org/I39824353"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5654,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65710571,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"370","last_page":"373"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9991000294685364,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9991000294685364,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.984000027179718,"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":0.8409132957458496},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.7122089266777039},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.6891329884529114},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6784630417823792},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6041924953460693},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5794108510017395},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5598976016044617},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.5570712685585022},{"id":"https://openalex.org/keywords/id3-algorithm","display_name":"ID3 algorithm","score":0.5486094951629639},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5157199501991272},{"id":"https://openalex.org/keywords/alternating-decision-tree","display_name":"Alternating decision tree","score":0.4837320148944855},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4581235647201538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3564302921295166},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22552171349525452},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08941847085952759}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.8409132957458496},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.7122089266777039},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6891329884529114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6784630417823792},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6041924953460693},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5794108510017395},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5598976016044617},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.5570712685585022},{"id":"https://openalex.org/C183931066","wikidata":"https://www.wikidata.org/wiki/Q1653378","display_name":"ID3 algorithm","level":5,"score":0.5486094951629639},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5157199501991272},{"id":"https://openalex.org/C120136583","wikidata":"https://www.wikidata.org/wiki/Q4736414","display_name":"Alternating decision tree","level":5,"score":0.4837320148944855},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4581235647201538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3564302921295166},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22552171349525452},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08941847085952759},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-13059-5_49","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-13059-5_49","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1483135265","https://openalex.org/W1504694836","https://openalex.org/W1514109655","https://openalex.org/W1542798451","https://openalex.org/W1576962511","https://openalex.org/W1637435380","https://openalex.org/W2006235059","https://openalex.org/W2033139852","https://openalex.org/W2068714596","https://openalex.org/W2115659244","https://openalex.org/W2125055259","https://openalex.org/W2157121776","https://openalex.org/W2168508819","https://openalex.org/W2495383882","https://openalex.org/W2977686827"],"related_works":["https://openalex.org/W4387869645","https://openalex.org/W2356463514","https://openalex.org/W2591672004","https://openalex.org/W1648970942","https://openalex.org/W1982169401","https://openalex.org/W2030894524","https://openalex.org/W2143508752","https://openalex.org/W4243803609","https://openalex.org/W2348694184","https://openalex.org/W2352124552"],"abstract_inverted_index":null,"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
