{"id":"https://openalex.org/W2049296030","doi":"https://doi.org/10.1109/icpr.2008.4761257","title":"Feature selection via decision tree surrogate splits","display_name":"Feature selection via decision tree surrogate splits","publication_year":2008,"publication_date":"2008-12-01","ids":{"openalex":"https://openalex.org/W2049296030","doi":"https://doi.org/10.1109/icpr.2008.4761257","mag":"2049296030"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2008.4761257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2008.4761257","pdf_url":null,"source":{"id":"https://openalex.org/S4393916651","display_name":"Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition","issn_l":"1041-3278","issn":["1041-3278","1051-4651"],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 19th International Conference on Pattern Recognition","raw_type":"proceedings-article"},"type":"article","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/A5037560426","display_name":"Clayton Springer","orcid":"https://orcid.org/0000-0002-1366-4071"},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]},{"id":"https://openalex.org/I4210117619","display_name":"Novartis (United States)","ror":"https://ror.org/028fhxy95","country_code":"US","type":"company","lineage":["https://openalex.org/I1283582996","https://openalex.org/I4210117619"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Clayton Springer","raw_affiliation_strings":["Biosystems Research Department, Sandia National Laboratories, Livermore, CA, USA","Novartis Institutes of BioMedical Research, Inc., Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Biosystems Research Department, Sandia National Laboratories, Livermore, CA, USA","institution_ids":["https://openalex.org/I192454743"]},{"raw_affiliation_string":"Novartis Institutes of BioMedical Research, Inc., Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210117619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047122075","display_name":"W. Philip Kegelmeyer","orcid":null},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"W. Philip Kegelmeyer","raw_affiliation_strings":["Biosystems Research Department, Sandia National Laboratories, Livermore, CA, USA"],"affiliations":[{"raw_affiliation_string":"Biosystems Research Department, Sandia National Laboratories, Livermore, CA, USA","institution_ids":["https://openalex.org/I192454743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037560426"],"corresponding_institution_ids":["https://openalex.org/I192454743","https://openalex.org/I4210117619"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.27595156,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9944999814033508,"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":0.9944999814033508,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.974399983882904,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.942799985408783,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7779426574707031},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7102167010307312},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.671511173248291},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6236898303031921},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.6217734813690186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5387611389160156},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5209382772445679},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.5015647411346436},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49522748589515686},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49098923802375793},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4419432580471039},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23946723341941833}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7779426574707031},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7102167010307312},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.671511173248291},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6236898303031921},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.6217734813690186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5387611389160156},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5209382772445679},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.5015647411346436},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49522748589515686},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49098923802375793},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4419432580471039},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23946723341941833},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icpr.2008.4761257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2008.4761257","pdf_url":null,"source":{"id":"https://openalex.org/S4393916651","display_name":"Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition","issn_l":"1041-3278","issn":["1041-3278","1051-4651"],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 19th International Conference on Pattern Recognition","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.214.5883","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.214.5883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://figment.cse.usf.edu/~sfefilat/data/papers/ThBCT8.16.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1523989055","https://openalex.org/W1594031697","https://openalex.org/W1974542028","https://openalex.org/W2014915963","https://openalex.org/W2079775628","https://openalex.org/W2084812512","https://openalex.org/W2143861446","https://openalex.org/W2148633389","https://openalex.org/W2912934387","https://openalex.org/W3085162807","https://openalex.org/W3203298545","https://openalex.org/W4212883601","https://openalex.org/W4240385847","https://openalex.org/W6801905623"],"related_works":["https://openalex.org/W2621058457","https://openalex.org/W2912622974","https://openalex.org/W2987087830","https://openalex.org/W2953306542","https://openalex.org/W4386421932","https://openalex.org/W4304185466","https://openalex.org/W2740350000","https://openalex.org/W169386992","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"CARTpsilas":[0],"ldquovariable":[1],"rankingrdquo":[2],"provides":[3],"a":[4,15],"quick":[5],"estimate":[6,28,36,49],"of":[7,10,44,57],"the":[8,54,58,63],"importance":[9,48],"an":[11,47],"individual":[12],"feature":[13],"in":[14],"decision":[16],"tree,":[17],"and":[18],"it":[19],"is":[20,50],"based":[21],"on":[22,53],"surrogate":[23,64],"splits.":[24,65],"We":[25,32],"extend":[26],"this":[27],"to":[29,39,61],"arbitrary":[30],"subsets.":[31],"have":[33],"applied":[34],"our":[35],"(called":[37],"ldquodIrdquo)":[38],"three":[40],"datasets.":[41],"The":[42],"performance":[43,56],"dI":[45],"as":[46],"very":[51],"dependent":[52],"underlying":[55],"tree":[59],"used":[60],"generate":[62]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
