{"id":"https://openalex.org/W1973429506","doi":"https://doi.org/10.1109/isda.2012.6416516","title":"Hybrid classifier based on particle swarm optimization trained auto associative neural networks as non-linear principal component analyzer: Application to banking","display_name":"Hybrid classifier based on particle swarm optimization trained auto associative neural networks as non-linear principal component analyzer: Application to banking","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W1973429506","doi":"https://doi.org/10.1109/isda.2012.6416516","mag":"1973429506"},"language":"en","primary_location":{"id":"doi:10.1109/isda.2012.6416516","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2012.6416516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 12th International Conference on Intelligent Systems Design and Applications (ISDA)","raw_type":"proceedings-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":"V. Ravi","raw_affiliation_strings":["Institute for Development and Research in Banking Technology, HYDERABAD, AP, INDIA","Institute for Development and Research in Banking Technology, Castle Hills Road #1, Masab Tank, HYDERABAD- 500 057 (AP), INDIA"],"affiliations":[{"raw_affiliation_string":"Institute for Development and Research in Banking Technology, HYDERABAD, AP, INDIA","institution_ids":["https://openalex.org/I150312865"]},{"raw_affiliation_string":"Institute for Development and Research in Banking Technology, Castle Hills Road #1, Masab Tank, HYDERABAD- 500 057 (AP), INDIA","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, AP, INDIA","Institute for Development and Research in Banking Technology, Castle Hills Road #1, Masab Tank, HYDERABAD- 500 057 (AP), INDIA"],"affiliations":[{"raw_affiliation_string":"Institute for Development and Research in Banking Technology, HYDERABAD, AP, INDIA","institution_ids":["https://openalex.org/I150312865"]},{"raw_affiliation_string":"Institute for Development and Research in Banking Technology, Castle Hills Road #1, Masab Tank, HYDERABAD- 500 057 (AP), INDIA","institution_ids":["https://openalex.org/I150312865"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5097531060","display_name":"Manideepto-Das","orcid":null},"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":"Manideepto-Das","raw_affiliation_strings":["Institute for Development and Research in Banking Technology, HYDERABAD, AP, INDIA","Institute for Development and Research in Banking Technology, Castle Hills Road #1, Masab Tank, HYDERABAD- 500 057 (AP), INDIA"],"affiliations":[{"raw_affiliation_string":"Institute for Development and Research in Banking Technology, HYDERABAD, AP, INDIA","institution_ids":["https://openalex.org/I150312865"]},{"raw_affiliation_string":"Institute for Development and Research in Banking Technology, Castle Hills Road #1, Masab Tank, HYDERABAD- 500 057 (AP), INDIA","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":0.7403,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80410713,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"23","issue":null,"first_page":"77","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.992900013923645,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9878000020980835,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8094909191131592},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.694021463394165},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6926939487457275},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6618400812149048},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5809929370880127},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5797958970069885},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.527941882610321},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5227922797203064},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.46928393840789795},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4441830813884735},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33000504970550537},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30372172594070435},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15226489305496216}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8094909191131592},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.694021463394165},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6926939487457275},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6618400812149048},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5809929370880127},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5797958970069885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.527941882610321},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5227922797203064},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.46928393840789795},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4441830813884735},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33000504970550537},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30372172594070435},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15226489305496216},{"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:10.1109/isda.2012.6416516","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2012.6416516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 12th International Conference on Intelligent Systems Design and Applications (ISDA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W47706109","https://openalex.org/W1512688160","https://openalex.org/W1528428636","https://openalex.org/W1907622948","https://openalex.org/W1968182870","https://openalex.org/W1973510656","https://openalex.org/W1989869972","https://openalex.org/W1994157250","https://openalex.org/W2004983867","https://openalex.org/W2007983128","https://openalex.org/W2020261731","https://openalex.org/W2029981389","https://openalex.org/W2031731345","https://openalex.org/W2034627600","https://openalex.org/W2037323795","https://openalex.org/W2047649690","https://openalex.org/W2048801439","https://openalex.org/W2058663814","https://openalex.org/W2060462435","https://openalex.org/W2062946913","https://openalex.org/W2097752063","https://openalex.org/W2098307847","https://openalex.org/W2105361141","https://openalex.org/W2115682519","https://openalex.org/W2133292035","https://openalex.org/W2146091278","https://openalex.org/W2149509893","https://openalex.org/W2165035706","https://openalex.org/W2168501960","https://openalex.org/W2480186662","https://openalex.org/W2543580944","https://openalex.org/W4230474071","https://openalex.org/W4294817125","https://openalex.org/W6665389342","https://openalex.org/W6682642761"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W4296209631","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2126145365","https://openalex.org/W2036609560","https://openalex.org/W346861917","https://openalex.org/W3024018414","https://openalex.org/W2148338580"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,91],"hybrid":[4,97,136],"classifier":[5],"consisting":[6],"of":[7,32,35,95],"two":[8],"phases":[9],"which":[10,30,56],"work":[11],"in":[12,29],"tandem.":[13],"In":[14,44],"the":[15,53,61,80,96,119,134],"first":[16],"phase,":[17,46],"particle":[18,40],"swarm":[19,41],"optimization":[20,42],"trained":[21],"auto":[22],"associative":[23],"neural":[24],"network":[25],"(PSOAANN)":[26],"is":[27,98],"executed":[28],"weights":[31],"three":[33],"layered":[34],"AANN":[36],"are":[37,69,77,121],"updated":[38],"using":[39,123],"(PSO).":[43],"this":[45],"dimensionality":[47],"reduction":[48],"takes":[49],"place":[50],"by":[51],"treating":[52],"hidden":[54,72],"nodes":[55,73],"should":[57],"be":[58],"less":[59],"than":[60],"input":[62],"nodes.":[63],"The":[64,93],"nonlinear":[65],"principal":[66],"components":[67],"(NLPC)":[68],"drawn":[70],"from":[71],"as":[74,90],"NLPCs.":[75],"They":[76],"fed":[78],"to":[79],"second":[81],"phase":[82],"where":[83],"threshold":[84],"accepting":[85],"logistic":[86],"regression":[87],"(TALR)":[88],"works":[89],"classifier.":[92],"efficiency":[94],"analyzed":[99,122],"on":[100],"five":[101],"banking":[102],"datasets":[103,120],"namely":[104],"Spanish":[105],"banks,":[106,108],"Turkish":[107],"US":[109],"banks":[110,113],"and":[111,114],"UK":[112,115],"credit":[116],"dataset.":[117],"All":[118],"10":[124],"fold":[125],"cross":[126],"validation":[127],"(10":[128],"FCV).":[129],"It":[130],"turns":[131],"out":[132],"that":[133],"proposed":[135],"yielded":[137],"higher":[138],"accuracies.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}