{"id":"https://openalex.org/W4405243791","doi":"https://doi.org/10.1007/s00521-024-10716-y","title":"Hierarchical cluster-based IELM for financial distress prediction with imbalanced data","display_name":"Hierarchical cluster-based IELM for financial distress prediction with imbalanced data","publication_year":2024,"publication_date":"2024-12-10","ids":{"openalex":"https://openalex.org/W4405243791","doi":"https://doi.org/10.1007/s00521-024-10716-y"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-10716-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-10716-y","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5006954683","display_name":"Amal Ibrahim Al Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Amal Ibrahim Al Ali","raw_affiliation_strings":["Information system Department, University of Sharjah, Sharjah, 27272, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information system Department, University of Sharjah, Sharjah, 27272, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101546088","display_name":"Sapna Rani","orcid":null},"institutions":[{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"S. Sheeja Rani","raw_affiliation_strings":["Mathematics Department, Zagazig University, Zagazig, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics Department, Zagazig University, Zagazig, Egypt","institution_ids":["https://openalex.org/I192398990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113178424","display_name":"P. V. Pravija Raj","orcid":null},"institutions":[{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"P. V. Pravija Raj","raw_affiliation_strings":["Mathematics Department, Zagazig University, Zagazig, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics Department, Zagazig University, Zagazig, Egypt","institution_ids":["https://openalex.org/I192398990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051533062","display_name":"Ahmed M. Khedr","orcid":"https://orcid.org/0000-0001-7957-7862"},"institutions":[{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]},{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["AE","EG","FR"],"is_corresponding":false,"raw_author_name":"Ahmed M. Khedr","raw_affiliation_strings":["Computer Science Department, University of Sharjah, Sharjah, 27272, UAE","Mathematics Department, Zagazig University, Zagazig, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-7957-7862","affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Sharjah, Sharjah, 27272, UAE","institution_ids":["https://openalex.org/I29891158","https://openalex.org/I4210156583"]},{"raw_affiliation_string":"Mathematics Department, Zagazig University, Zagazig, Egypt","institution_ids":["https://openalex.org/I192398990"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006954683"],"corresponding_institution_ids":["https://openalex.org/I29891158"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.7208,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91807641,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"37","issue":"5","first_page":"2925","last_page":"2943"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9973999857902527,"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":0.9973999857902527,"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/T12676","display_name":"Machine Learning and ELM","score":0.9904999732971191,"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/T12544","display_name":"Working Capital and Financial Performance","score":0.9129999876022339,"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/computer-science","display_name":"Computer science","score":0.7908034324645996},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.5901069641113281},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5527990460395813},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5466081500053406},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.49378952383995056},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48914721608161926},{"id":"https://openalex.org/keywords/bankruptcy","display_name":"Bankruptcy","score":0.4732395112514496},{"id":"https://openalex.org/keywords/bankruptcy-prediction","display_name":"Bankruptcy prediction","score":0.4388490915298462},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.43138837814331055},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.42508214712142944},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4249304533004761},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.42443808913230896},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.27919435501098633},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.23808416724205017}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7908034324645996},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.5901069641113281},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5527990460395813},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5466081500053406},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.49378952383995056},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48914721608161926},{"id":"https://openalex.org/C504631918","wikidata":"https://www.wikidata.org/wiki/Q152074","display_name":"Bankruptcy","level":2,"score":0.4732395112514496},{"id":"https://openalex.org/C2777388754","wikidata":"https://www.wikidata.org/wiki/Q1664594","display_name":"Bankruptcy prediction","level":3,"score":0.4388490915298462},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.43138837814331055},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.42508214712142944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4249304533004761},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.42443808913230896},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.27919435501098633},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.23808416724205017},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-024-10716-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-10716-y","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2307746788","https://openalex.org/W2923023146","https://openalex.org/W3016665712","https://openalex.org/W3110646646","https://openalex.org/W3127303281","https://openalex.org/W3133025401","https://openalex.org/W3134611816","https://openalex.org/W3135752241","https://openalex.org/W3142118701","https://openalex.org/W3154594794","https://openalex.org/W3156522613","https://openalex.org/W3197592613","https://openalex.org/W3215740119","https://openalex.org/W4200512507","https://openalex.org/W4212922948","https://openalex.org/W4223941261","https://openalex.org/W4224950679","https://openalex.org/W4224996001","https://openalex.org/W4281490929","https://openalex.org/W4281569614","https://openalex.org/W4284968775","https://openalex.org/W4304893023","https://openalex.org/W4308326596","https://openalex.org/W4309213722","https://openalex.org/W4321496350","https://openalex.org/W4327909421","https://openalex.org/W4328050721","https://openalex.org/W4375947334","https://openalex.org/W4388015334","https://openalex.org/W4399198998"],"related_works":["https://openalex.org/W2285942202","https://openalex.org/W4237436108","https://openalex.org/W2241582670","https://openalex.org/W2347342407","https://openalex.org/W3180694154","https://openalex.org/W2270360991","https://openalex.org/W2940834140","https://openalex.org/W2738355008","https://openalex.org/W4238227620","https://openalex.org/W3012986183"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}