{"id":"https://openalex.org/W1153193149","doi":"https://doi.org/10.1007/978-3-319-22053-6_8","title":"Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance","display_name":"Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W1153193149","doi":"https://doi.org/10.1007/978-3-319-22053-6_8","mag":"1153193149"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-22053-6_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-22053-6_8","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/20.500.11799/41187","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065258336","display_name":"Asdr\u00fabal L\u00f3pez\u2010Chau","orcid":"https://orcid.org/0000-0001-5254-0939"},"institutions":[{"id":"https://openalex.org/I179647637","display_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","ror":"https://ror.org/0079gpv38","country_code":"MX","type":"education","lineage":["https://openalex.org/I179647637"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Asdr\u00fabal L\u00f3pez-Chau","raw_affiliation_strings":["Centro Universitario UAEM, Universidad Aut\u00f3noma Del Estado de M\u00e9xico, CP 55600, Zumpango, Estado de Mexico, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Universitario UAEM, Universidad Aut\u00f3noma Del Estado de M\u00e9xico, CP 55600, Zumpango, Estado de Mexico, M\u00e9xico","institution_ids":["https://openalex.org/I179647637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022867602","display_name":"Farid Garc\u00eda\u2010Lamont","orcid":"https://orcid.org/0000-0002-9739-3802"},"institutions":[{"id":"https://openalex.org/I179647637","display_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","ror":"https://ror.org/0079gpv38","country_code":"MX","type":"education","lineage":["https://openalex.org/I179647637"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Farid Garc\u00eda-Lamont","raw_affiliation_strings":["Centro Universitario UAEM, Universidad Aut\u00f3noma Del Estado de M\u00e9xico, 56159, Texcoco, Estado de Mexico, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Universitario UAEM, Universidad Aut\u00f3noma Del Estado de M\u00e9xico, 56159, Texcoco, Estado de Mexico, M\u00e9xico","institution_ids":["https://openalex.org/I179647637"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048103294","display_name":"Jair Cervantes","orcid":"https://orcid.org/0000-0003-2012-8151"},"institutions":[{"id":"https://openalex.org/I179647637","display_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","ror":"https://ror.org/0079gpv38","country_code":"MX","type":"education","lineage":["https://openalex.org/I179647637"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jair Cervantes","raw_affiliation_strings":["Centro Universitario UAEM, Universidad Aut\u00f3noma Del Estado de M\u00e9xico, 56159, Texcoco, Estado de Mexico, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Universitario UAEM, Universidad Aut\u00f3noma Del Estado de M\u00e9xico, 56159, Texcoco, Estado de Mexico, M\u00e9xico","institution_ids":["https://openalex.org/I179647637"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065258336"],"corresponding_institution_ids":["https://openalex.org/I179647637"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01248957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"72","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.989300012588501,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9835000038146973,"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":0.6677737832069397},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5405534505844116},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5301647782325745},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4899992048740387},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4803960621356964},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4668726623058319},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42263540625572205},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41174501180648804},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33655208349227905}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6677737832069397},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5405534505844116},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5301647782325745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4899992048740387},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4803960621356964},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4668726623058319},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42263540625572205},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41174501180648804},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33655208349227905},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-22053-6_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-22053-6_8","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:ri.uaemex.mx:20.500.11799/41187","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11799/41187","pdf_url":null,"source":{"id":"https://openalex.org/S4377196382","display_name":"Institutional Repository (Universidad Aut\u00f3noma del Estado de M\u00e9xico)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I179647637","host_organization_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","host_organization_lineage":["https://openalex.org/I179647637"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Cap\u00edtulo de Libro"}],"best_oa_location":{"id":"pmh:oai:ri.uaemex.mx:20.500.11799/41187","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11799/41187","pdf_url":null,"source":{"id":"https://openalex.org/S4377196382","display_name":"Institutional Repository (Universidad Aut\u00f3noma del Estado de M\u00e9xico)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I179647637","host_organization_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","host_organization_lineage":["https://openalex.org/I179647637"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Cap\u00edtulo de Libro"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1433325481","https://openalex.org/W1976125240","https://openalex.org/W2072768981","https://openalex.org/W2087264237","https://openalex.org/W2089014283","https://openalex.org/W2090135786","https://openalex.org/W2111308894","https://openalex.org/W2118978333"],"related_works":["https://openalex.org/W1585007175","https://openalex.org/W2382521049","https://openalex.org/W2144385241","https://openalex.org/W2165950148","https://openalex.org/W4253593777","https://openalex.org/W2951497643","https://openalex.org/W4300101996","https://openalex.org/W2142393343","https://openalex.org/W3101625811","https://openalex.org/W2338854850"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
