{"id":"https://openalex.org/W2948605257","doi":"https://doi.org/10.1007/978-3-030-20518-8_48","title":"About Filter Criteria for Feature Selection in Regression","display_name":"About Filter Criteria for Feature Selection in Regression","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2948605257","doi":"https://doi.org/10.1007/978-3-030-20518-8_48","mag":"2948605257"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-20518-8_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20518-8_48","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":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2078.1/220912","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053123942","display_name":"Alexandra Degeest","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132833","display_name":"Haute \u00c9cole de Bruxelles","ror":"https://ror.org/040nxjw81","country_code":"BE","type":"education","lineage":["https://openalex.org/I4210132833"]},{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Alexandra Degeest","raw_affiliation_strings":["Haute-Ecole Bruxelles Brabant - ISIB, 150 rue Royale, 1000, Brussels, Belgium","UCLouvain Machine Learning Group - ICTEAM, Place du Levant 3, 1348, Louvain-La-Neuve, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Haute-Ecole Bruxelles Brabant - ISIB, 150 rue Royale, 1000, Brussels, Belgium","institution_ids":["https://openalex.org/I4210132833"]},{"raw_affiliation_string":"UCLouvain Machine Learning Group - ICTEAM, Place du Levant 3, 1348, Louvain-La-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009959388","display_name":"Michel Verleysen","orcid":"https://orcid.org/0000-0003-4366-6155"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Michel Verleysen","raw_affiliation_strings":["UCLouvain Machine Learning Group - ICTEAM, Place du Levant 3, 1348, Louvain-La-Neuve, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLouvain Machine Learning Group - ICTEAM, Place du Levant 3, 1348, Louvain-La-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009919848","display_name":"Beno\u00eet Fr\u00e9nay\u202c","orcid":"https://orcid.org/0000-0002-7859-2750"},"institutions":[{"id":"https://openalex.org/I149768937","display_name":"University of Namur","ror":"https://ror.org/03d1maw17","country_code":"BE","type":"education","lineage":["https://openalex.org/I149768937"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Beno\u00eet Fr\u00e9nay","raw_affiliation_strings":["Faculty of Computer Science, NADI Institute - PReCISE Research Center, Universit\u00e9 de Namur, Rue Grandgagnage 21, 5000, Namur, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, NADI Institute - PReCISE Research Center, Universit\u00e9 de Namur, Rue Grandgagnage 21, 5000, Namur, Belgium","institution_ids":["https://openalex.org/I149768937"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053123942"],"corresponding_institution_ids":["https://openalex.org/I4210132833","https://openalex.org/I95674353"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3279,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.5886916,"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":"579","last_page":"590"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9983999729156494,"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":0.9983999729156494,"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/T10057","display_name":"Face and Expression Recognition","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.989300012588501,"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/computer-science","display_name":"Computer science","score":0.8134487867355347},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.797882080078125},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7158048152923584},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5958402752876282},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5892577767372131},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5662197470664978},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5621530413627625},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5310343503952026},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5100401043891907},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5058712363243103},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4986398220062256},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4514743387699127},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.44878554344177246},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4401651620864868},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.4163261353969574},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3628922700881958},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16233491897583008},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12989264726638794},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.060378074645996094}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8134487867355347},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.797882080078125},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7158048152923584},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5958402752876282},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5892577767372131},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5662197470664978},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5621530413627625},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5310343503952026},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5100401043891907},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5058712363243103},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4986398220062256},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4514743387699127},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.44878554344177246},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4401651620864868},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.4163261353969574},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3628922700881958},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16233491897583008},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12989264726638794},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.060378074645996094},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"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/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-20518-8_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20518-8_48","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:dial.uclouvain.be:boreal:220912","is_oa":true,"landing_page_url":"http://hdl.handle.net/2078.1/220912","pdf_url":null,"source":{"id":"https://openalex.org/S4306401974","display_name":"DIAL (Catholic University of Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Computational Intelligence. IWANN 2019. Lecture Notes in Computer Science, Vol. 11507, no.48, p. 579-590 (2019)","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pure.unamur.be:openaire_cris_publications/6d20a1bd-05ae-4c0a-82a1-54d2c7761d41","is_oa":false,"landing_page_url":"https://researchportal.unamur.be/en/publications/6d20a1bd-05ae-4c0a-82a1-54d2c7761d41","pdf_url":null,"source":{"id":"https://openalex.org/S4406922457","display_name":"Repository of the University of Namur","issn_l":null,"issn":null,"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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:dial.uclouvain.be:boreal:220912","is_oa":true,"landing_page_url":"http://hdl.handle.net/2078.1/220912","pdf_url":null,"source":{"id":"https://openalex.org/S4306401974","display_name":"DIAL (Catholic University of Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Computational Intelligence. IWANN 2019. Lecture Notes in Computer Science, Vol. 11507, no.48, p. 579-590 (2019)","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1660214370","https://openalex.org/W1730893042","https://openalex.org/W1815738444","https://openalex.org/W1850325449","https://openalex.org/W1966950541","https://openalex.org/W1995875735","https://openalex.org/W2017337590","https://openalex.org/W2033440610","https://openalex.org/W2059303923","https://openalex.org/W2061873757","https://openalex.org/W2063978378","https://openalex.org/W2092939357","https://openalex.org/W2095635024","https://openalex.org/W2106296294","https://openalex.org/W2118561568","https://openalex.org/W2137853824","https://openalex.org/W2138438505","https://openalex.org/W2149772057","https://openalex.org/W2156504490","https://openalex.org/W2170766530","https://openalex.org/W2302380891","https://openalex.org/W2343420905","https://openalex.org/W2586431523","https://openalex.org/W2612690371","https://openalex.org/W2750765126","https://openalex.org/W2765937321","https://openalex.org/W2803375996","https://openalex.org/W2978725006","https://openalex.org/W2993383518","https://openalex.org/W3020007662","https://openalex.org/W3097993951","https://openalex.org/W3105524694","https://openalex.org/W4285719527","https://openalex.org/W4289236186"],"related_works":["https://openalex.org/W2997083166","https://openalex.org/W2086424613","https://openalex.org/W3037363193","https://openalex.org/W2517672762","https://openalex.org/W2533731304","https://openalex.org/W2386078281","https://openalex.org/W3111660818","https://openalex.org/W4287553507","https://openalex.org/W2069321575","https://openalex.org/W3174433205"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}