{"id":"https://openalex.org/W1963565057","doi":"https://doi.org/10.1007/s13748-012-0028-4","title":"Boosting for class-imbalanced datasets using genetically evolved supervised non-linear projections","display_name":"Boosting for class-imbalanced datasets using genetically evolved supervised non-linear projections","publication_year":2012,"publication_date":"2012-10-17","ids":{"openalex":"https://openalex.org/W1963565057","doi":"https://doi.org/10.1007/s13748-012-0028-4","mag":"1963565057"},"language":"en","primary_location":{"id":"doi:10.1007/s13748-012-0028-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13748-012-0028-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13748-012-0028-4.pdf","source":{"id":"https://openalex.org/S2480581173","display_name":"Progress in Artificial Intelligence","issn_l":"2192-6352","issn":["2192-6352","2192-6360"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Progress in Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s13748-012-0028-4.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011401194","display_name":"Nicol\u00e1s Garc\u00eda\u2010Pedrajas","orcid":"https://orcid.org/0000-0002-4488-6849"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Nicol\u00e1s Garc\u00eda-Pedrajas","raw_affiliation_strings":["Computational Intelligence and Bioinformatics Research Group, University of C\u00f3rdoba, C\u00f3rdoba, Spain","Univ. of C\u00f3rdoba"],"affiliations":[{"raw_affiliation_string":"Computational Intelligence and Bioinformatics Research Group, University of C\u00f3rdoba, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Univ. of C\u00f3rdoba","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013580074","display_name":"C\u00e9sar Garc\u00eda\u2010Osorio","orcid":"https://orcid.org/0000-0002-1206-1084"},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C\u00e9sar Garc\u00eda-Osorio","raw_affiliation_strings":["Advanced Data Mining Research and Bioinformatics Learning Research Group, University of Burgos, Burgos, Spain","University of Burgos;"],"affiliations":[{"raw_affiliation_string":"Advanced Data Mining Research and Bioinformatics Learning Research Group, University of Burgos, Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]},{"raw_affiliation_string":"University of Burgos;","institution_ids":["https://openalex.org/I46176106"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5011401194"],"corresponding_institution_ids":["https://openalex.org/I53110688"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2780},"apc_paid":null,"fwci":1.7829,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.8601755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2","issue":"1","first_page":"29","last_page":"44"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9779000282287598,"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/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.8407688140869141},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7274754047393799},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6618204116821289},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6615414023399353},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.586527943611145},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5864182710647583},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5406025052070618},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5219156742095947},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4374193549156189}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.8407688140869141},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7274754047393799},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6618204116821289},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6615414023399353},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.586527943611145},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5864182710647583},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5406025052070618},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5219156742095947},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4374193549156189}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13748-012-0028-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13748-012-0028-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13748-012-0028-4.pdf","source":{"id":"https://openalex.org/S2480581173","display_name":"Progress in Artificial Intelligence","issn_l":"2192-6352","issn":["2192-6352","2192-6360"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Progress in Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s13748-012-0028-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13748-012-0028-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13748-012-0028-4.pdf","source":{"id":"https://openalex.org/S2480581173","display_name":"Progress in Artificial Intelligence","issn_l":"2192-6352","issn":["2192-6352","2192-6360"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Progress in Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1963565057.pdf","grobid_xml":"https://content.openalex.org/works/W1963565057.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W11915571","https://openalex.org/W60625654","https://openalex.org/W85350352","https://openalex.org/W142793689","https://openalex.org/W144837275","https://openalex.org/W1499706286","https://openalex.org/W1504694836","https://openalex.org/W1515481915","https://openalex.org/W1534477342","https://openalex.org/W1564372824","https://openalex.org/W1565746575","https://openalex.org/W1574715085","https://openalex.org/W1597165973","https://openalex.org/W1601740268","https://openalex.org/W1605688901","https://openalex.org/W1655845646","https://openalex.org/W1975846642","https://openalex.org/W1981813580","https://openalex.org/W1982648679","https://openalex.org/W1985415755","https://openalex.org/W1988790447","https://openalex.org/W1989617935","https://openalex.org/W1993379288","https://openalex.org/W2001141328","https://openalex.org/W2009319041","https://openalex.org/W2018832297","https://openalex.org/W2022463363","https://openalex.org/W2023294425","https://openalex.org/W2023639956","https://openalex.org/W2024046085","https://openalex.org/W2032210760","https://openalex.org/W2040775130","https://openalex.org/W2052424172","https://openalex.org/W2074240191","https://openalex.org/W2090445392","https://openalex.org/W2099454382","https://openalex.org/W2103614420","https://openalex.org/W2104167780","https://openalex.org/W2108949035","https://openalex.org/W2112076978","https://openalex.org/W2113242816","https://openalex.org/W2115629999","https://openalex.org/W2118527389","https://openalex.org/W2118978333","https://openalex.org/W2125055259","https://openalex.org/W2127229940","https://openalex.org/W2135248138","https://openalex.org/W2138770315","https://openalex.org/W2142183404","https://openalex.org/W2148143831","https://openalex.org/W2150757437","https://openalex.org/W2152761983","https://openalex.org/W2153635508","https://openalex.org/W2154789382","https://openalex.org/W2491694318","https://openalex.org/W2914369697","https://openalex.org/W3120740533","https://openalex.org/W4244952642","https://openalex.org/W4252684946","https://openalex.org/W4300886904","https://openalex.org/W6613631328"],"related_works":["https://openalex.org/W2125652721","https://openalex.org/W1540371141","https://openalex.org/W1549363203","https://openalex.org/W4231274751","https://openalex.org/W3108206494","https://openalex.org/W2739726746","https://openalex.org/W4242380336","https://openalex.org/W4224922629","https://openalex.org/W2141272333","https://openalex.org/W2119367522"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
