{"id":"https://openalex.org/W2398706673","doi":"https://doi.org/10.5220/0004756800420051","title":"mC-ReliefF - An Extension of ReliefF for Cost-based Feature Selection","display_name":"mC-ReliefF - An Extension of ReliefF for Cost-based Feature Selection","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2398706673","doi":"https://doi.org/10.5220/0004756800420051","mag":"2398706673"},"language":"en","primary_location":{"id":"pmh:oai:repositorio.inesctec.pt:123456789/6520","is_oa":false,"landing_page_url":"http://repositorio.inesctec.pt/handle/123456789/6520","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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":"","raw_type":"conference object"},"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/A5042436168","display_name":"Ver\u00f3nica Bol\u00f3n\u2010Canedo","orcid":"https://orcid.org/0000-0002-0524-6427"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ver\u00f3nica Bol\u00f3n\u2010Canedo","raw_affiliation_strings":["Universidade da Coru\u00f1a, A Coru\u00f1a, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0524-6427","affiliations":[{"raw_affiliation_string":"Universidade da Coru\u00f1a, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063299946","display_name":"Beatriz Remeseiro","orcid":"https://orcid.org/0000-0001-9265-253X"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Beatriz Remeseiro","raw_affiliation_strings":["Universidade da Coru\u00f1a, A Coru\u00f1a, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade da Coru\u00f1a, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083520153","display_name":"Noelia S\u00e1nchez\u2010Maro\u00f1o","orcid":"https://orcid.org/0000-0003-4025-1405"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Noelia S\u00e1nchez\u2010Maro\u00f1o","raw_affiliation_strings":["Universidade da Coru\u00f1a, A Coru\u00f1a, Spain"],"raw_orcid":"https://orcid.org/0000-0003-4025-1405","affiliations":[{"raw_affiliation_string":"Universidade da Coru\u00f1a, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048207145","display_name":"Amparo Alonso\u2010Betanzos","orcid":"https://orcid.org/0000-0003-0950-0012"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Amparo Alonso\u2010Betanzos","raw_affiliation_strings":["Universidade da Coru\u00f1a, A Coru\u00f1a, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0950-0012","affiliations":[{"raw_affiliation_string":"Universidade da Coru\u00f1a, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4611,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92105218,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"42","last_page":"51"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9984999895095825,"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":0.9984999895095825,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9965000152587891,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7378543615341187},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.7051661610603333},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6875560283660889},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.641247034072876},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5580118298530579},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47354739904403687},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4711509943008423},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3344331979751587}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7378543615341187},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.7051661610603333},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6875560283660889},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.641247034072876},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5580118298530579},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47354739904403687},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4711509943008423},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3344331979751587},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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":2,"locations":[{"id":"pmh:oai:repositorio.inesctec.pt:123456789/6520","is_oa":false,"landing_page_url":"http://repositorio.inesctec.pt/handle/123456789/6520","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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":"","raw_type":"conference object"},{"id":"mag:2398706673","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/icaart/icaart2014-1.html#Bolon-CanedoRSA14","pdf_url":null,"source":{"id":"https://openalex.org/S4306419119","display_name":"International Conference on Agents and Artificial Intelligence","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"International Conference on Agents and Artificial Intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W593443143","https://openalex.org/W1500895378","https://openalex.org/W1583700199","https://openalex.org/W1808644423","https://openalex.org/W1922017469","https://openalex.org/W1976516122","https://openalex.org/W2020355555","https://openalex.org/W2067483150","https://openalex.org/W2133990480","https://openalex.org/W2135514714","https://openalex.org/W2140190241","https://openalex.org/W2148696492","https://openalex.org/W3120740533","https://openalex.org/W3193477162"],"related_works":["https://openalex.org/W2331770760","https://openalex.org/W3133679913","https://openalex.org/W2323553173","https://openalex.org/W2473989494","https://openalex.org/W177481468","https://openalex.org/W3007424846","https://openalex.org/W2736493255","https://openalex.org/W2017291556","https://openalex.org/W2810842160","https://openalex.org/W1606248404","https://openalex.org/W2109730279","https://openalex.org/W2757343222","https://openalex.org/W3128655129","https://openalex.org/W2240716492","https://openalex.org/W2766970511","https://openalex.org/W2798978457","https://openalex.org/W3047833017","https://openalex.org/W3158304349","https://openalex.org/W2069454489","https://openalex.org/W2005762862"],"abstract_inverted_index":{"The":[0,123,151],"proliferation":[1],"of":[2,31,55,77,89,101,116,125,153],"high-dimensional":[3],"data":[4],"in":[5,19,52,61],"the":[6,25,37,46,53,56,62,78,95,99,102,114,126,154,159,166,170,175],"last":[7],"few":[8],"years":[9],"has":[10],"brought":[11],"a":[12,91,111,117,139,143,149],"necessity":[13],"to":[14,94,106,109,168],"use":[15],"dimensionality":[16],"reduction":[17],"techniques,":[18],"which":[20,87,97],"feature":[21,83,118],"selection":[22,29,84],"is":[23,85,129,161],"arguably":[24],"favorite":[26],"one.":[27],"Feature":[28],"consists":[30,88],"detecting":[32],"relevant":[33],"features":[34,58,103],"and":[35,119],"discarding":[36],"irrelevant":[38],"ones.":[39],"However,":[40],"there":[41],"are":[42,48],"some":[43],"situations":[44],"where":[45],"users":[47],"not":[49],"only":[50],"interested":[51],"relevance":[54,115],"selected":[57],"but":[59],"also":[60],"costs":[63],"that":[64,158],"they":[65],"imply,":[66],"e.g.":[67],"economical":[68],"or":[69],"computational":[70],"costs.":[71],"In":[72],"this":[73],"paper":[74],"an":[75],"extension":[76],"well-known":[79],"ReliefF":[80],"method":[81,128],"for":[82],"proposed,":[86],"adding":[90],"new":[92],"term":[93],"function":[96],"updates":[98],"weights":[100],"so":[104],"as":[105,136,138,148],"be":[107],"able":[108],"reach":[110],"trade-off":[112],"between":[113],"its":[120],"associated":[121],"cost.":[122],"behavior":[124],"proposed":[127],"tested":[130],"on":[131],"twelve":[132],"heterogeneous":[133],"classification":[134,176],"datasets":[135],"well":[137],"real":[140],"application,":[141],"using":[142],"support":[144],"vector":[145],"machine":[146],"(SVM)":[147],"classifier.":[150],"results":[152],"experimental":[155],"study":[156],"show":[157],"approach":[160],"sound,":[162],"since":[163],"it":[164],"allows":[165],"user":[167],"reduce":[169],"cost":[171],"significantly":[172],"without":[173],"compromising":[174],"error.":[177]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
