{"id":"https://openalex.org/W4392883888","doi":"https://doi.org/10.1007/978-3-031-54053-0_25","title":"Predictive Analytics for Non-performing Loans and Bank Vulnerability During Crises in Philippines","display_name":"Predictive Analytics for Non-performing Loans and Bank Vulnerability During Crises in Philippines","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392883888","doi":"https://doi.org/10.1007/978-3-031-54053-0_25"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-54053-0_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-54053-0_25","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"conference-paper","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/A5094173236","display_name":"Jessie James C. De Guzman","orcid":null},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Jessie James C. De Guzman","raw_affiliation_strings":["Mapua University, 333 Sen. Gil Puyat Ave., 1209, Makati, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mapua University, 333 Sen. Gil Puyat Ave., 1209, Makati, Philippines","institution_ids":["https://openalex.org/I137967721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021150418","display_name":"Macrina P. Lazo","orcid":"https://orcid.org/0009-0007-3657-4486"},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Macrina P. Lazo","raw_affiliation_strings":["Mapua University, 333 Sen. Gil Puyat Ave., 1209, Makati, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mapua University, 333 Sen. Gil Puyat Ave., 1209, Makati, Philippines","institution_ids":["https://openalex.org/I137967721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050076360","display_name":"Ariel Kelly D. Balan","orcid":"https://orcid.org/0000-0002-1925-0945"},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Ariel Kelly D. Balan","raw_affiliation_strings":["Mapua University, 333 Sen. Gil Puyat Ave., 1209, Makati, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mapua University, 333 Sen. Gil Puyat Ave., 1209, Makati, Philippines","institution_ids":["https://openalex.org/I137967721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080139994","display_name":"Joel C. De Goma","orcid":"https://orcid.org/0000-0001-5007-4030"},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Joel C. De Goma","raw_affiliation_strings":["Mapua University, 333 Sen. Gil Puyat Ave., 1209, Makati, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mapua University, 333 Sen. Gil Puyat Ave., 1209, Makati, Philippines","institution_ids":["https://openalex.org/I137967721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060793893","display_name":"Grace Lorraine Intal","orcid":"https://orcid.org/0000-0002-9956-7781"},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Grace Lorraine D. Intal","raw_affiliation_strings":["Mapua University, 333 Sen. Gil Puyat Ave., 1209, Makati, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mapua University, 333 Sen. Gil Puyat Ave., 1209, Makati, Philippines","institution_ids":["https://openalex.org/I137967721"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5094173236"],"corresponding_institution_ids":["https://openalex.org/I137967721"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05706985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"352","last_page":"367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10127","display_name":"Banking stability, regulation, efficiency","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10127","display_name":"Banking stability, regulation, efficiency","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9966999888420105,"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/T12394","display_name":"Insurance and Financial Risk Management","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.7233787178993225},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.517025351524353},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.48541340231895447},{"id":"https://openalex.org/keywords/financial-system","display_name":"Financial system","score":0.39179927110671997},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.3224738836288452},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2057172656059265},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.18118295073509216},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16753032803535461}],"concepts":[{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.7233787178993225},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.517025351524353},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.48541340231895447},{"id":"https://openalex.org/C73283319","wikidata":"https://www.wikidata.org/wiki/Q1416617","display_name":"Financial system","level":1,"score":0.39179927110671997},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3224738836288452},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2057172656059265},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.18118295073509216},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16753032803535461}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-54053-0_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-54053-0_25","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.4099999964237213,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2009891711","https://openalex.org/W2062266626","https://openalex.org/W2602714151","https://openalex.org/W2734421735","https://openalex.org/W2899059703","https://openalex.org/W3008371946","https://openalex.org/W3089794157","https://openalex.org/W3125105182","https://openalex.org/W3125974581","https://openalex.org/W3155729186"],"related_works":["https://openalex.org/W2095999892","https://openalex.org/W2018764758","https://openalex.org/W2383689843","https://openalex.org/W1550668881","https://openalex.org/W617913288","https://openalex.org/W1502198272","https://openalex.org/W2319323865","https://openalex.org/W2951745010","https://openalex.org/W2017540542","https://openalex.org/W2347958299"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
