{"id":"https://openalex.org/W126283278","doi":"https://doi.org/10.1007/978-3-642-38989-4_33","title":"Hybrid Associative Memories for Imbalanced Data Classification: An Experimental Study","display_name":"Hybrid Associative Memories for Imbalanced Data Classification: An Experimental Study","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W126283278","doi":"https://doi.org/10.1007/978-3-642-38989-4_33","mag":"126283278"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-38989-4_33","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-38989-4_33","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-38989-4_33.pdf","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":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-38989-4_33.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109333990","display_name":"L. Cleofas-S\u00e1nchez","orcid":null},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"L. Cleofas-S\u00e1nchez","raw_affiliation_strings":["Instituto Polit\u00e9cnico Nacional, Centro de Investigaci\u00f3n en Computaci\u00f3n, Av. Juan de Dios B\u00e1tiz s/n, Col. Nueva Industrial Vallejo, 07738, M\u00e9xico D.F., M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Polit\u00e9cnico Nacional, Centro de Investigaci\u00f3n en Computaci\u00f3n, Av. Juan de Dios B\u00e1tiz s/n, Col. Nueva Industrial Vallejo, 07738, M\u00e9xico D.F., M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078458889","display_name":"Vicente Garc\u00eda","orcid":"https://orcid.org/0000-0003-2820-2918"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"V. Garc\u00eda","raw_affiliation_strings":["Institute of New Imaging Technologies, Department of Computer Languages and Systems, Universitat Jaume I, Av. Vicent Sos Baynat s/n, 12071, Castell\u00f3n de la Plana, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of New Imaging Technologies, Department of Computer Languages and Systems, Universitat Jaume I, Av. Vicent Sos Baynat s/n, 12071, Castell\u00f3n de la Plana, Spain","institution_ids":["https://openalex.org/I10902133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085289972","display_name":"Ra\u00fal Mart\u00edn-F\u00e9lez","orcid":"https://orcid.org/0000-0003-2479-2631"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"R. Mart\u00edn-F\u00e9lez","raw_affiliation_strings":["Institute of New Imaging Technologies, Department of Computer Languages and Systems, Universitat Jaume I, Av. Vicent Sos Baynat s/n, 12071, Castell\u00f3n de la Plana, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of New Imaging Technologies, Department of Computer Languages and Systems, Universitat Jaume I, Av. Vicent Sos Baynat s/n, 12071, Castell\u00f3n de la Plana, Spain","institution_ids":["https://openalex.org/I10902133"]}]},{"author_position":"middle","author":{"id":null,"display_name":"R. M. Valdovinos","orcid":null},"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":"R. M. Valdovinos","raw_affiliation_strings":["Centro Universitario Valle de Chalco, Universidad Aut\u00f3noma del Estado de M\u00e9xico, Hermenegildo Galena 3, 56615, Valle de Chalco, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Universitario Valle de Chalco, Universidad Aut\u00f3noma del Estado de M\u00e9xico, Hermenegildo Galena 3, 56615, Valle de Chalco, M\u00e9xico","institution_ids":["https://openalex.org/I179647637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001153552","display_name":"J. Salvador S\u00e1nchez","orcid":"https://orcid.org/0000-0003-1053-4658"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. S. S\u00e1nchez","raw_affiliation_strings":["Institute of New Imaging Technologies, Department of Computer Languages and Systems, Universitat Jaume I, Av. Vicent Sos Baynat s/n, 12071, Castell\u00f3n de la Plana, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of New Imaging Technologies, Department of Computer Languages and Systems, Universitat Jaume I, Av. Vicent Sos Baynat s/n, 12071, Castell\u00f3n de la Plana, Spain","institution_ids":["https://openalex.org/I10902133"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000760919","display_name":"Oscar Camacho-Nieto","orcid":"https://orcid.org/0000-0003-1142-5277"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"O. Camacho-Nieto","raw_affiliation_strings":["Instituto Polit\u00e9cnico Nacional, Centro de Innovaci\u00f3n y Desarrollo Tecnol\u00f3gico en C\u00f3mputo, Av. Juan de Dios B\u00e1tiz s/n, Col. Nueva Industrial Vallejo, 07700, M\u00e9xico D.F., M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Polit\u00e9cnico Nacional, Centro de Innovaci\u00f3n y Desarrollo Tecnol\u00f3gico en C\u00f3mputo, Av. Juan de Dios B\u00e1tiz s/n, Col. Nueva Industrial Vallejo, 07700, M\u00e9xico D.F., M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6864,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.65560619,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"325","last_page":"334"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9980000257492065,"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/T10057","display_name":"Face and Expression Recognition","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8567835688591003},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.8117172718048096},{"id":"https://openalex.org/keywords/content-addressable-memory","display_name":"Content-addressable memory","score":0.6074452996253967},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.6073548197746277},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6021637320518494},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5416418313980103},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5272252559661865},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4936901032924652},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3387984037399292},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.09697219729423523},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08009558916091919}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8567835688591003},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.8117172718048096},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.6074452996253967},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.6073548197746277},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6021637320518494},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5416418313980103},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5272252559661865},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4936901032924652},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3387984037399292},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.09697219729423523},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08009558916091919},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-38989-4_33","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-38989-4_33","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-38989-4_33.pdf","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":{"id":"doi:10.1007/978-3-642-38989-4_33","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-38989-4_33","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-38989-4_33.pdf","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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8149618341","display_name":null,"funder_award_id":"PROMETEO/2010/028","funder_id":"https://openalex.org/F4320321864","funder_display_name":"Generalitat Valenciana"}],"funders":[{"id":"https://openalex.org/F4320321694","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34"},{"id":"https://openalex.org/F4320321864","display_name":"Generalitat Valenciana","ror":"https://ror.org/0097mvx21"},{"id":"https://openalex.org/F4320324201","display_name":"Secretar\u00eda de Investigaci\u00f3n y Posgrado, Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W126283278.pdf","grobid_xml":"https://content.openalex.org/works/W126283278.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W68536248","https://openalex.org/W1551909886","https://openalex.org/W1572401739","https://openalex.org/W1591800128","https://openalex.org/W1789304944","https://openalex.org/W1831729862","https://openalex.org/W1941659294","https://openalex.org/W1991848143","https://openalex.org/W2022444977","https://openalex.org/W2075210427","https://openalex.org/W2090135786","https://openalex.org/W2099454382","https://openalex.org/W2115727851","https://openalex.org/W2133823287","https://openalex.org/W2133990480","https://openalex.org/W2134035261","https://openalex.org/W2142279020","https://openalex.org/W2182722412","https://openalex.org/W3036512766","https://openalex.org/W4240778903","https://openalex.org/W6634101434"],"related_works":["https://openalex.org/W2148338580","https://openalex.org/W2046912830","https://openalex.org/W279701215","https://openalex.org/W1974468537","https://openalex.org/W1984090010","https://openalex.org/W2107697999","https://openalex.org/W2049114128","https://openalex.org/W1902246517","https://openalex.org/W2102673654","https://openalex.org/W3145837419"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}