{"id":"https://openalex.org/W1480663908","doi":"https://doi.org/10.3233/ida-130630","title":"Robust classification of imbalanced data using one-class and two-class SVM-based multiclassifiers","display_name":"Robust classification of imbalanced data using one-class and two-class SVM-based multiclassifiers","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1480663908","doi":"https://doi.org/10.3233/ida-130630","mag":"1480663908"},"language":"en","primary_location":{"id":"doi:10.3233/ida-130630","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-130630","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","raw_type":"journal-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/A5007513550","display_name":"Sebasti\u00e1n Maldonado","orcid":"https://orcid.org/0000-0002-7124-0437"},"institutions":[{"id":"https://openalex.org/I189977406","display_name":"Universidad de Los Andes, Chile","ror":"https://ror.org/03v0qd864","country_code":"CL","type":"education","lineage":["https://openalex.org/I189977406"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Sebasti\u00e1n Maldonado","raw_affiliation_strings":["Universidad de Los Andes, Mons. Alvaro del Portillo, Las Condes, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Los Andes, Mons. Alvaro del Portillo, Las Condes, Santiago, Chile","institution_ids":["https://openalex.org/I189977406"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085288953","display_name":"Claudio Montecinos","orcid":null},"institutions":[{"id":"https://openalex.org/I134695357","display_name":"University of Talca","ror":"https://ror.org/01s4gpq44","country_code":"CL","type":"education","lineage":["https://openalex.org/I134695357"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Claudio Montecinos","raw_affiliation_strings":["Operations Management Master Program, Universidad de Talca, Curic\u00f3, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Operations Management Master Program, Universidad de Talca, Curic\u00f3, Chile","institution_ids":["https://openalex.org/I134695357"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.2291,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.94182743,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"18","issue":"1","first_page":"95","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9998000264167786,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9890999794006348,"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7461095452308655},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.7209491729736328},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5755537748336792},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5226861238479614},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4802965819835663},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3947645425796509},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3318757116794586}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7461095452308655},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.7209491729736328},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5755537748336792},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5226861238479614},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4802965819835663},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3947645425796509},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3318757116794586}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ida-130630","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-130630","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337182","display_name":"Instituto de Ingenier\u00eda, Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W100284314","https://openalex.org/W102369970","https://openalex.org/W172260869","https://openalex.org/W281885487","https://openalex.org/W1517113043","https://openalex.org/W1534477342","https://openalex.org/W1536311404","https://openalex.org/W1568892534","https://openalex.org/W1575103269","https://openalex.org/W1586851133","https://openalex.org/W1763504508","https://openalex.org/W1777020415","https://openalex.org/W1835191521","https://openalex.org/W1965895350","https://openalex.org/W1969163824","https://openalex.org/W1970088130","https://openalex.org/W2015452969","https://openalex.org/W2023299139","https://openalex.org/W2023450550","https://openalex.org/W2053724458","https://openalex.org/W2081697244","https://openalex.org/W2094023061","https://openalex.org/W2103614420","https://openalex.org/W2104933073","https://openalex.org/W2109553965","https://openalex.org/W2113492056","https://openalex.org/W2114357029","https://openalex.org/W2118020555","https://openalex.org/W2118978333","https://openalex.org/W2122379760","https://openalex.org/W2131391419","https://openalex.org/W2135293965","https://openalex.org/W2148143831","https://openalex.org/W2148603752","https://openalex.org/W2158275940","https://openalex.org/W2169171650","https://openalex.org/W3100344990","https://openalex.org/W3119651796"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W2530420969","https://openalex.org/W2051187167","https://openalex.org/W1980100242"],"abstract_inverted_index":{"200":[0],"words":[1],"for":[2],"Intelligent":[3],"Data":[4],"Systems":[5],"The":[6],"class":[7],"imbalance":[8],"problem":[9],"is":[10],"a":[11],"relatively":[12],"new":[13],"challenge":[14],"that":[15],"has":[16],"attracted":[17],"growing":[18],"attention":[19],"from":[20],"both":[21],"industry":[22],"and":[23],"academia,":[24],"since":[25],"it":[26],"strongly":[27],"affects":[28],"classification":[29],"performance.":[30],"Research":[31],"also":[32],"established":[33],"tha":[34]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
