{"id":"https://openalex.org/W1528421442","doi":"https://doi.org/10.3233/his-130173","title":"Hybrid classification and regression models via particle swarm optimization auto associative neural network based nonlinear PCA","display_name":"Hybrid classification and regression models via particle swarm optimization auto associative neural network based nonlinear PCA","publication_year":2013,"publication_date":"2013-07-04","ids":{"openalex":"https://openalex.org/W1528421442","doi":"https://doi.org/10.3233/his-130173","mag":"1528421442"},"language":"en","primary_location":{"id":"doi:10.3233/his-130173","is_oa":false,"landing_page_url":"https://doi.org/10.3233/his-130173","pdf_url":null,"source":{"id":"https://openalex.org/S50927259","display_name":"International Journal of Hybrid Intelligent Systems","issn_l":"1448-5869","issn":["1448-5869","1875-8819"],"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":"International Journal of Hybrid Intelligent Systems","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/A5073505371","display_name":"Vadlamani Ravi","orcid":"https://orcid.org/0000-0003-0082-6227"},"institutions":[{"id":"https://openalex.org/I150312865","display_name":"Institute for Development and Research in Banking Technology","ror":"https://ror.org/00ta0g865","country_code":"IN","type":"government","lineage":["https://openalex.org/I150312865"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vadlamani Ravi","raw_affiliation_strings":["Institute for Development and Research in Banking Technology, Hyderabad, India","Institute for Development and Research in Banking Technology, Hyderabad, India#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute for Development and Research in Banking Technology, Hyderabad, India","institution_ids":["https://openalex.org/I150312865"]},{"raw_affiliation_string":"Institute for Development and Research in Banking Technology, Hyderabad, India#TAB#","institution_ids":["https://openalex.org/I150312865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091181819","display_name":"Nekuri Naveen","orcid":"https://orcid.org/0000-0002-0435-2949"},"institutions":[{"id":"https://openalex.org/I150312865","display_name":"Institute for Development and Research in Banking Technology","ror":"https://ror.org/00ta0g865","country_code":"IN","type":"government","lineage":["https://openalex.org/I150312865"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nekuri Naveen","raw_affiliation_strings":["Institute for Development and Research in Banking Technology, Hyderabad, India","Institute for Development and Research in Banking Technology, Hyderabad, India#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute for Development and Research in Banking Technology, Hyderabad, India","institution_ids":["https://openalex.org/I150312865"]},{"raw_affiliation_string":"Institute for Development and Research in Banking Technology, Hyderabad, India#TAB#","institution_ids":["https://openalex.org/I150312865"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046465635","display_name":"Mayank Pandey","orcid":"https://orcid.org/0000-0001-6071-0571"},"institutions":[{"id":"https://openalex.org/I150312865","display_name":"Institute for Development and Research in Banking Technology","ror":"https://ror.org/00ta0g865","country_code":"IN","type":"government","lineage":["https://openalex.org/I150312865"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mayank Pandey","raw_affiliation_strings":["Institute for Development and Research in Banking Technology, Hyderabad, India","Institute for Development and Research in Banking Technology, Hyderabad, India#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute for Development and Research in Banking Technology, Hyderabad, India","institution_ids":["https://openalex.org/I150312865"]},{"raw_affiliation_string":"Institute for Development and Research in Banking Technology, Hyderabad, India#TAB#","institution_ids":["https://openalex.org/I150312865"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073505371"],"corresponding_institution_ids":["https://openalex.org/I150312865"],"apc_list":null,"apc_paid":null,"fwci":1.0876,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.76785832,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"10","issue":"3","first_page":"137","last_page":"149"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9882000088691711,"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/T10320","display_name":"Neural Networks and Applications","score":0.9836999773979187,"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/support-vector-machine","display_name":"Support vector machine","score":0.7529810667037964},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7231259942054749},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6786441802978516},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.641119122505188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6404092311859131},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.4683517813682556},{"id":"https://openalex.org/keywords/probabilistic-neural-network","display_name":"Probabilistic neural network","score":0.4593300223350525},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45614904165267944},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4249863624572754},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40948250889778137},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3911440670490265},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.1778850257396698},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15946725010871887},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11872971057891846}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7529810667037964},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7231259942054749},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6786441802978516},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.641119122505188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6404092311859131},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.4683517813682556},{"id":"https://openalex.org/C134342201","wikidata":"https://www.wikidata.org/wiki/Q7246859","display_name":"Probabilistic neural network","level":4,"score":0.4593300223350525},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45614904165267944},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4249863624572754},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40948250889778137},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3911440670490265},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.1778850257396698},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15946725010871887},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11872971057891846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/his-130173","is_oa":false,"landing_page_url":"https://doi.org/10.3233/his-130173","pdf_url":null,"source":{"id":"https://openalex.org/S50927259","display_name":"International Journal of Hybrid Intelligent Systems","issn_l":"1448-5869","issn":["1448-5869","1875-8819"],"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":"International Journal of Hybrid Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W15657327","https://openalex.org/W47706109","https://openalex.org/W125223006","https://openalex.org/W127069151","https://openalex.org/W192036632","https://openalex.org/W1483736078","https://openalex.org/W1512688160","https://openalex.org/W1528428636","https://openalex.org/W1550657683","https://openalex.org/W1563088657","https://openalex.org/W1576818901","https://openalex.org/W1770912791","https://openalex.org/W1964168965","https://openalex.org/W1966691458","https://openalex.org/W1967086114","https://openalex.org/W1968182870","https://openalex.org/W1971141266","https://openalex.org/W1973429506","https://openalex.org/W1973510656","https://openalex.org/W1989725314","https://openalex.org/W1989869972","https://openalex.org/W1994157250","https://openalex.org/W2002964284","https://openalex.org/W2004983867","https://openalex.org/W2007983128","https://openalex.org/W2020261731","https://openalex.org/W2023720594","https://openalex.org/W2025769637","https://openalex.org/W2029981389","https://openalex.org/W2030744792","https://openalex.org/W2031731345","https://openalex.org/W2034627600","https://openalex.org/W2037323795","https://openalex.org/W2041255922","https://openalex.org/W2047649690","https://openalex.org/W2048801439","https://openalex.org/W2051046643","https://openalex.org/W2058663814","https://openalex.org/W2060462435","https://openalex.org/W2061519013","https://openalex.org/W2062946913","https://openalex.org/W2070226834","https://openalex.org/W2078423146","https://openalex.org/W2097752063","https://openalex.org/W2097958165","https://openalex.org/W2098307847","https://openalex.org/W2105361141","https://openalex.org/W2115682519","https://openalex.org/W2124532504","https://openalex.org/W2133292035","https://openalex.org/W2146091278","https://openalex.org/W2148614760","https://openalex.org/W2149509893","https://openalex.org/W2149723649","https://openalex.org/W2156909104","https://openalex.org/W2165035706","https://openalex.org/W2166179755","https://openalex.org/W2168501960","https://openalex.org/W2307376191","https://openalex.org/W2480186662","https://openalex.org/W2543580944","https://openalex.org/W3023540311","https://openalex.org/W3120740533","https://openalex.org/W3149028306"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2968285896","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"],"abstract_inverted_index":{"For":[0],"solving":[1],"classification":[2],"and":[3],"regression":[4],"problems,":[5],"we":[6],"propose":[7],"a":[8,30],"hybrid":[9],"system":[10],"consisting":[11],"of":[12],"two":[13],"phases":[14],"which":[15],"work":[16],"in":[17],"tandem.":[18],"In":[19],"the":[20],"first":[21],"phase,":[22],"particle":[23],"swarm":[24],"optimization":[25],"is":[26],"employed":[27],"to":[28],"train":[29],"3-layered":[31],"auto":[32],"associative":[33],"neural":[34],"network":[35],"(henceforth":[36]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}