{"id":"https://openalex.org/W651420322","doi":"https://doi.org/10.1007/978-3-662-01131-7_48","title":"Minimization of Computational Cost in Tree-Based Methods by a Proper Ordering of Splits","display_name":"Minimization of Computational Cost in Tree-Based Methods by a Proper Ordering of Splits","publication_year":1998,"publication_date":"1998-01-01","ids":{"openalex":"https://openalex.org/W651420322","doi":"https://doi.org/10.1007/978-3-662-01131-7_48","mag":"651420322"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-662-01131-7_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-01131-7_48","pdf_url":null,"source":{"id":"https://openalex.org/S4306506691","display_name":"COMPSTAT","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"COMPSTAT","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/A5048587657","display_name":"Jan Klaschka","orcid":"https://orcid.org/0000-0001-5923-5224"},"institutions":[{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]},{"id":"https://openalex.org/I202391551","display_name":"Czech Academy of Sciences","ror":"https://ror.org/053avzc18","country_code":"CZ","type":"funder","lineage":["https://openalex.org/I202391551"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Jan Klaschka","raw_affiliation_strings":["Institute of Computer Science, Academy of Sciences of the Czech Republic, Pod vod\u00e1renskou v\u011b\u017e\u00ed 2, CZ-182 07, Prague 8, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Academy of Sciences of the Czech Republic, Pod vod\u00e1renskou v\u011b\u017e\u00ed 2, CZ-182 07, Prague 8, Czech Republic","institution_ids":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044745972","display_name":"Francesco Mol\u00e0","orcid":"https://orcid.org/0000-0001-6076-1600"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Mola","raw_affiliation_strings":["Dept. of Mathematics and Statistics, University of Naples Federico II., Complesso Mt. St. Angelo, Via Cinthia, I-80 126, Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Dept. of Mathematics and Statistics, University of Naples Federico II., Complesso Mt. St. Angelo, Via Cinthia, I-80 126, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048587657"],"corresponding_institution_ids":["https://openalex.org/I202391551","https://openalex.org/I4210155092"],"apc_list":null,"apc_paid":null,"fwci":1.7772,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82419855,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"359","last_page":"364"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9840999841690063,"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":0.9840999841690063,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9742000102996826,"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/T10320","display_name":"Neural Networks and Applications","score":0.9693999886512756,"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/tree","display_name":"Tree (set theory)","score":0.5397416353225708},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4735799729824066},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4441227912902832},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4173111319541931},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40257009863853455},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3989798426628113},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39344966411590576},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3689339756965637},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.17939504981040955},{"id":"https://openalex.org/keywords/paleontology","display_name":"Paleontology","score":0.15800246596336365},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.13936442136764526},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.045521169900894165}],"concepts":[{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5397416353225708},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4735799729824066},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4441227912902832},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4173111319541931},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40257009863853455},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3989798426628113},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39344966411590576},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3689339756965637},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.17939504981040955},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.15800246596336365},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.13936442136764526},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.045521169900894165},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-662-01131-7_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-01131-7_48","pdf_url":null,"source":{"id":"https://openalex.org/S4306506691","display_name":"COMPSTAT","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"COMPSTAT","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W892735","https://openalex.org/W111906946","https://openalex.org/W306497319","https://openalex.org/W1594031697","https://openalex.org/W1605906394","https://openalex.org/W2015779650","https://openalex.org/W3085162807","https://openalex.org/W6843735874"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2544423928","https://openalex.org/W2052122378","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W1919101720","https://openalex.org/W2181413294","https://openalex.org/W1815970134"],"abstract_inverted_index":{"Tree-based":[0],"methods":[1,41],"such":[2,40],"as":[3],"CART":[4],"(Breiuran":[5],"et":[6],"al.,":[7],"1984),":[8],"CHAID":[9],"(commercialized":[10],"by":[11,60],"SPSS)":[12],"or":[13],"RECPAM":[14],"(Ciampi,":[15],"1993)":[16],"have":[17],"a":[18,45,56],"common":[19],"typical":[20],"feature:":[21],"Analogous":[22],"calculations":[23],"are":[24,52],"performed":[25],"many":[26],"times":[27],"with":[28,54],"one":[29],"and":[30,64,82],"the":[31],"same":[32],"portion":[33],"of":[34,39,58],"data.":[35],"An":[36],"unsophisticated":[37],"implementation":[38],"may":[42],"result":[43],"in":[44,55],"low":[46],"computational":[47,50],"effectiveness.":[48],"Various":[49],"enhancements":[51],"dealt":[53],"series":[57],"papers":[59],"Mola,":[61],"Siciliano,":[62],"Klaschka.":[63],"Antoch":[65,80,86],"\u2014":[66],"see,":[67],"e.g.,":[68],"Mola":[69,76],"&":[70,75,79,85],"Siciliano":[71,74,84],"(1992,":[72],"1997),":[73],"(1996),":[77],"Klaschka":[78],"(1997),":[81],"Klaschka,":[83],"(1998).":[87]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
