{"id":"https://openalex.org/W2804872057","doi":"https://doi.org/10.1007/978-3-319-92198-3_2","title":"A Novel Criterion to Obtain the Best Feature Subset from Filter Ranking Methods","display_name":"A Novel Criterion to Obtain the Best Feature Subset from Filter Ranking Methods","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2804872057","doi":"https://doi.org/10.1007/978-3-319-92198-3_2","mag":"2804872057"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-92198-3_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-92198-3_2","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/A5012013872","display_name":"Lauro Vargas-Ru\u00edz","orcid":null},"institutions":[{"id":"https://openalex.org/I4400573294","display_name":"Instituto Tecnol\u00f3gico Superior del Occidente del Estado de Hidalgo","ror":"https://ror.org/05qqb8y62","country_code":null,"type":"education","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4400573294","https://openalex.org/I4413696010"]},{"id":"https://openalex.org/I104854061","display_name":"Universidad Aut\u00f3noma del Estado de Hidalgo","ror":"https://ror.org/031f8kt38","country_code":"MX","type":"education","lineage":["https://openalex.org/I104854061"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Lauro Vargas-Ru\u00edz","raw_affiliation_strings":["Instituto Tecnol\u00f3gico Superior del Oriente del Estado de Hidalgo, 43900, Apan, Hidalgo, Mexico","Instituto de Ciencias B\u00e1sicas e Ingenier\u00edas, Universidad Aut\u00f3noma del Estado de Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico"],"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico Superior del Oriente del Estado de Hidalgo, 43900, Apan, Hidalgo, Mexico","institution_ids":["https://openalex.org/I4400573294"]},{"raw_affiliation_string":"Instituto de Ciencias B\u00e1sicas e Ingenier\u00edas, Universidad Aut\u00f3noma del Estado de Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico","institution_ids":["https://openalex.org/I104854061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035707873","display_name":"Anil\u00fa Franco-\u00c1rcega","orcid":"https://orcid.org/0000-0002-9415-8313"},"institutions":[{"id":"https://openalex.org/I104854061","display_name":"Universidad Aut\u00f3noma del Estado de Hidalgo","ror":"https://ror.org/031f8kt38","country_code":"MX","type":"education","lineage":["https://openalex.org/I104854061"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Anilu Franco-Arcega","raw_affiliation_strings":["Instituto de Ciencias B\u00e1sicas e Ingenier\u00edas, Universidad Aut\u00f3noma del Estado de Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico"],"affiliations":[{"raw_affiliation_string":"Instituto de Ciencias B\u00e1sicas e Ingenier\u00edas, Universidad Aut\u00f3noma del Estado de Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico","institution_ids":["https://openalex.org/I104854061"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113842838","display_name":"Mar\u00eda-de-los-\u00c1ngeles Alonso-Lavernia","orcid":null},"institutions":[{"id":"https://openalex.org/I104854061","display_name":"Universidad Aut\u00f3noma del Estado de Hidalgo","ror":"https://ror.org/031f8kt38","country_code":"MX","type":"education","lineage":["https://openalex.org/I104854061"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Mar\u00eda-de-los-\u00c1ngeles Alonso-Lavernia","raw_affiliation_strings":["Instituto de Ciencias B\u00e1sicas e Ingenier\u00edas, Universidad Aut\u00f3noma del Estado de Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico"],"affiliations":[{"raw_affiliation_string":"Instituto de Ciencias B\u00e1sicas e Ingenier\u00edas, Universidad Aut\u00f3noma del Estado de Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico","institution_ids":["https://openalex.org/I104854061"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012013872"],"corresponding_institution_ids":["https://openalex.org/I104854061","https://openalex.org/I4400573294"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2719,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53738318,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"12","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9984999895095825,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9984999895095825,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9889000058174133,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9878000020980835,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7721604108810425},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7195155024528503},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.665593147277832},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6491454243659973},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6292123198509216},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6219780445098877},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5807916522026062},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5726170539855957},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5448931455612183},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5427025556564331},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5237020254135132},{"id":"https://openalex.org/keywords/minimum-redundancy-feature-selection","display_name":"Minimum redundancy feature selection","score":0.4818219244480133},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.46342480182647705},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3660159409046173},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16442275047302246}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7721604108810425},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7195155024528503},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.665593147277832},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6491454243659973},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6292123198509216},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6219780445098877},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5807916522026062},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5726170539855957},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5448931455612183},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5427025556564331},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5237020254135132},{"id":"https://openalex.org/C16811321","wikidata":"https://www.wikidata.org/wiki/Q17138905","display_name":"Minimum redundancy feature selection","level":3,"score":0.4818219244480133},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.46342480182647705},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3660159409046173},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16442275047302246},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"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":"doi:10.1007/978-3-319-92198-3_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-92198-3_2","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W56743589","https://openalex.org/W190437827","https://openalex.org/W1679846099","https://openalex.org/W1730693163","https://openalex.org/W1980898910","https://openalex.org/W2014915963","https://openalex.org/W2116780029","https://openalex.org/W2125055259","https://openalex.org/W2132166479","https://openalex.org/W2133990480","https://openalex.org/W2149620660","https://openalex.org/W2149706766","https://openalex.org/W2537292398","https://openalex.org/W2796765386","https://openalex.org/W4256561644"],"related_works":["https://openalex.org/W2156571267","https://openalex.org/W1995622179","https://openalex.org/W2998727463","https://openalex.org/W1484111231","https://openalex.org/W1552543208","https://openalex.org/W2805829984","https://openalex.org/W2074396517","https://openalex.org/W4388573469","https://openalex.org/W2166963679","https://openalex.org/W2187269125"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}