{"id":"https://openalex.org/W3167301006","doi":"https://doi.org/10.1007/978-3-030-77004-4_8","title":"Experimental Comparison of Oversampling Methods for Mixed Datasets","display_name":"Experimental Comparison of Oversampling Methods for Mixed Datasets","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3167301006","doi":"https://doi.org/10.1007/978-3-030-77004-4_8","mag":"3167301006"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-77004-4_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-77004-4_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":"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/A5081912615","display_name":"Fredy Rodr\u00edguez-Torres","orcid":"https://orcid.org/0000-0003-2083-8452"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Fredy Rodr\u00edguez-Torres","raw_affiliation_strings":["Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, 08544, San Andres Cholula, Puebla, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-2083-8452","affiliations":[{"raw_affiliation_string":"Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, 08544, San Andres Cholula, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022183538","display_name":"Jes\u00fas Ariel Carrasco-Ochoa","orcid":"https://orcid.org/0000-0002-9982-7758"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J. A. Carrasco-Ochoa","raw_affiliation_strings":["Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, 08544, San Andres Cholula, Puebla, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-9982-7758","affiliations":[{"raw_affiliation_string":"Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, 08544, San Andres Cholula, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009754927","display_name":"Jos\u00e9 Fco. Mart\u00ednez-Trinidad","orcid":"https://orcid.org/0000-0001-7973-9075"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Fco. Mart\u00ednez-Trinidad","raw_affiliation_strings":["Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, 08544, San Andres Cholula, Puebla, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-7973-9075","affiliations":[{"raw_affiliation_string":"Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, 08544, San Andres Cholula, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081912615"],"corresponding_institution_ids":["https://openalex.org/I39824353"],"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":0.09446839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"78","last_page":"88"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9898999929428101,"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":0.9717000126838684,"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/oversampling","display_name":"Oversampling","score":0.9955329895019531},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7351938486099243},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.675503134727478},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5048413872718811},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4837105870246887},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4825662672519684},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4109938144683838},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3972890377044678}],"concepts":[{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.9955329895019531},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7351938486099243},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.675503134727478},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5048413872718811},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4837105870246887},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4825662672519684},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4109938144683838},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3972890377044678},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-77004-4_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-77004-4_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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W70001371","https://openalex.org/W1496056137","https://openalex.org/W1979356656","https://openalex.org/W2107138773","https://openalex.org/W2112431023","https://openalex.org/W2128804044","https://openalex.org/W2132791018","https://openalex.org/W2148143831","https://openalex.org/W2163952039","https://openalex.org/W2167464971","https://openalex.org/W2182722412","https://openalex.org/W2505529886","https://openalex.org/W2515146973","https://openalex.org/W2772032254","https://openalex.org/W2800788706","https://openalex.org/W2893679365","https://openalex.org/W2908285635","https://openalex.org/W2920376357","https://openalex.org/W2945246609","https://openalex.org/W2948219206","https://openalex.org/W2962981269","https://openalex.org/W2966679659","https://openalex.org/W2969674096","https://openalex.org/W3014524176","https://openalex.org/W3044527225","https://openalex.org/W3088242795","https://openalex.org/W3093212523","https://openalex.org/W3109000191","https://openalex.org/W4206571519"],"related_works":["https://openalex.org/W2766503024","https://openalex.org/W4206637278","https://openalex.org/W2781247653","https://openalex.org/W4386005305","https://openalex.org/W3082051559","https://openalex.org/W1682621979","https://openalex.org/W4386214543","https://openalex.org/W1969988626","https://openalex.org/W2953675148","https://openalex.org/W2300921526"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
