{"id":"https://openalex.org/W3022239467","doi":"https://doi.org/10.5555/1577069.1755828","title":"Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination","display_name":"Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination","publication_year":2009,"publication_date":"2009-12-01","ids":{"openalex":"https://openalex.org/W3022239467","doi":"https://doi.org/10.5555/1577069.1755828","mag":"3022239467"},"language":"en","primary_location":{"id":"mag:3022239467","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/1577069.1755828","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of Machine Learning Research","raw_type":null},"type":"article","indexed_in":[],"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/A5073213246","display_name":"TuvEugene","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"TuvEugene","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046660835","display_name":"BorisovAlexander","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"BorisovAlexander","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063134904","display_name":"RungerGeorge","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"RungerGeorge","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5063499099","display_name":"TorkkolaKari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"TorkkolaKari","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.453,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.78376851,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8478000164031982,"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/T10320","display_name":"Neural Networks and Applications","score":0.8478000164031982,"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/feature-selection","display_name":"Feature selection","score":0.758375883102417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6970954537391663},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.6274441480636597},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5889502763748169},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5209209322929382},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.520112156867981},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4504217207431793},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4379025995731354},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3542103171348572}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.758375883102417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6970954537391663},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6274441480636597},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5889502763748169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5209209322929382},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.520112156867981},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4504217207431793},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4379025995731354},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3542103171348572},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"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":"mag:3022239467","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/1577069.1755828","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Journal of Machine Learning Research","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2133277699","https://openalex.org/W2096004410","https://openalex.org/W3133134149","https://openalex.org/W2904251885","https://openalex.org/W3134784262","https://openalex.org/W1575192016","https://openalex.org/W2145057176","https://openalex.org/W201025399","https://openalex.org/W2761826306","https://openalex.org/W2166625477","https://openalex.org/W3046882970","https://openalex.org/W3015830444","https://openalex.org/W1922404199","https://openalex.org/W2350815964","https://openalex.org/W2240651480","https://openalex.org/W2798640246","https://openalex.org/W3120845488","https://openalex.org/W3020886002","https://openalex.org/W2608839702","https://openalex.org/W3124447356"],"abstract_inverted_index":{"Predictive":[0],"models":[1],"benefit":[2],"from":[3],"a":[4],"compact,":[5],"non-redundant":[6],"subset":[7],"of":[8],"features":[9],"that":[10],"improves":[11],"interpretability":[12],"and":[13,25],"generalization.":[14],"Modern":[15],"data":[16],"sets":[17],"are":[18],"wide,":[19],"dirty,":[20],"mixed":[21],"with":[22],"both":[23],"numerical":[24],"categor...":[26]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
