{"id":"https://openalex.org/W1783003885","doi":"https://doi.org/10.1007/3-540-49292-5_25","title":"Feature Transformation and Multivariate Decision Tree Induction","display_name":"Feature Transformation and Multivariate Decision Tree Induction","publication_year":1998,"publication_date":"1998-01-01","ids":{"openalex":"https://openalex.org/W1783003885","doi":"https://doi.org/10.1007/3-540-49292-5_25","mag":"1783003885"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-49292-5_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-49292-5_25","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/A5100338946","display_name":"Huan Liu","orcid":"https://orcid.org/0000-0002-3264-7904"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Huan Liu","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore, 119260"],"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore, 119260","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067016419","display_name":"Rudy Setiono","orcid":"https://orcid.org/0000-0003-2708-7727"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Rudy Setiono","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore, 119260"],"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore, 119260","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100338946"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3159,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.81700555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"279","last_page":"291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9972000122070312,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9972000122070312,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9916999936103821,"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":0.7396760582923889},{"id":"https://openalex.org/keywords/hyperplane","display_name":"Hyperplane","score":0.7287153005599976},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6739119291305542},{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.5883020758628845},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.48045724630355835},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46483349800109863},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.4574860632419586},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.45224109292030334},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.44656944274902344},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4341791868209839},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4257637858390808},{"id":"https://openalex.org/keywords/fragmentation","display_name":"Fragmentation (computing)","score":0.4232403635978699},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3783408999443054},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.36564600467681885},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24831360578536987},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22549524903297424},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.10217136144638062},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08359098434448242}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7396760582923889},{"id":"https://openalex.org/C68693459","wikidata":"https://www.wikidata.org/wiki/Q657586","display_name":"Hyperplane","level":2,"score":0.7287153005599976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6739119291305542},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.5883020758628845},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.48045724630355835},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46483349800109863},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.4574860632419586},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.45224109292030334},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.44656944274902344},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4341791868209839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4257637858390808},{"id":"https://openalex.org/C191015642","wikidata":"https://www.wikidata.org/wiki/Q1132459","display_name":"Fragmentation (computing)","level":2,"score":0.4232403635978699},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3783408999443054},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.36564600467681885},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24831360578536987},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22549524903297424},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.10217136144638062},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08359098434448242},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/3-540-49292-5_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-49292-5_25","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:CiteSeerX.psu:10.1.1.34.4514","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.34.4514","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.comp.nus.edu.sg/~liuh/ds98.ps","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W80760317","https://openalex.org/W146900863","https://openalex.org/W153697471","https://openalex.org/W190437827","https://openalex.org/W193228784","https://openalex.org/W1489920315","https://openalex.org/W1520179993","https://openalex.org/W1539097253","https://openalex.org/W1585743408","https://openalex.org/W1594031697","https://openalex.org/W1738398458","https://openalex.org/W1989574962","https://openalex.org/W1999011285","https://openalex.org/W2006235059","https://openalex.org/W2084812512","https://openalex.org/W2089967664","https://openalex.org/W2096123080","https://openalex.org/W2109293916","https://openalex.org/W2111719156","https://openalex.org/W2113546432","https://openalex.org/W2125055259","https://openalex.org/W2125389748","https://openalex.org/W2135864644","https://openalex.org/W2149706766","https://openalex.org/W2158267102","https://openalex.org/W2228687287","https://openalex.org/W2605974740","https://openalex.org/W2951539267","https://openalex.org/W2982720039","https://openalex.org/W3207342693","https://openalex.org/W4237527047","https://openalex.org/W4244296837","https://openalex.org/W4249247926","https://openalex.org/W4300402905","https://openalex.org/W6674594167","https://openalex.org/W6816138507","https://openalex.org/W6817491142","https://openalex.org/W6829715177","https://openalex.org/W6843735874","https://openalex.org/W7049201701"],"related_works":["https://openalex.org/W2811372817","https://openalex.org/W1982169401","https://openalex.org/W2030894524","https://openalex.org/W1648970942","https://openalex.org/W2120748120","https://openalex.org/W2545418239","https://openalex.org/W2591672004","https://openalex.org/W4243803609","https://openalex.org/W4319437832","https://openalex.org/W34167563"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
