{"id":"https://openalex.org/W51693623","doi":"https://doi.org/10.1007/978-3-642-24443-8_15","title":"An Application of Locally Linear Model Tree Algorithm for Predictive Accuracy of Credit Scoring","display_name":"An Application of Locally Linear Model Tree Algorithm for Predictive Accuracy of Credit Scoring","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W51693623","doi":"https://doi.org/10.1007/978-3-642-24443-8_15","mag":"51693623"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-24443-8_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-24443-8_15","pdf_url":null,"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":"book-chapter","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/A5080918124","display_name":"Mohammad Siami","orcid":"https://orcid.org/0000-0002-9321-3456"},"institutions":[{"id":"https://openalex.org/I67009956","display_name":"Iran University of Science and Technology","ror":"https://ror.org/01jw2p796","country_code":"IR","type":"education","lineage":["https://openalex.org/I67009956"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mohammad Siami","raw_affiliation_strings":["Industrial Engineering Department, Iran University of Science and Technology, Iran"],"affiliations":[{"raw_affiliation_string":"Industrial Engineering Department, Iran University of Science and Technology, Iran","institution_ids":["https://openalex.org/I67009956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048035336","display_name":"Mohammad Reza Gholamian","orcid":"https://orcid.org/0000-0002-5135-5237"},"institutions":[{"id":"https://openalex.org/I67009956","display_name":"Iran University of Science and Technology","ror":"https://ror.org/01jw2p796","country_code":"IR","type":"education","lineage":["https://openalex.org/I67009956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Reza Gholamian","raw_affiliation_strings":["Industrial Engineering Department, Iran University of Science and Technology, Iran"],"affiliations":[{"raw_affiliation_string":"Industrial Engineering Department, Iran University of Science and Technology, Iran","institution_ids":["https://openalex.org/I67009956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076517010","display_name":"Alireza Basiri","orcid":"https://orcid.org/0000-0001-8073-5987"},"institutions":[{"id":"https://openalex.org/I261916979","display_name":"Islamic Azad University of Majlesi","ror":"https://ror.org/00jd71216","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I261916979"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Javad Basiri","raw_affiliation_strings":["Department of computer, Majlesi Branch, Islamic Azad University, Iran"],"affiliations":[{"raw_affiliation_string":"Department of computer, Majlesi Branch, Islamic Azad University, Iran","institution_ids":["https://openalex.org/I261916979"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004428537","display_name":"Mohammad Fathian","orcid":"https://orcid.org/0000-0002-6909-6974"},"institutions":[{"id":"https://openalex.org/I67009956","display_name":"Iran University of Science and Technology","ror":"https://ror.org/01jw2p796","country_code":"IR","type":"education","lineage":["https://openalex.org/I67009956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Fathian","raw_affiliation_strings":["Industrial Engineering Department, Iran University of Science and Technology, Iran"],"affiliations":[{"raw_affiliation_string":"Industrial Engineering Department, Iran University of Science and Technology, Iran","institution_ids":["https://openalex.org/I67009956"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5080918124"],"corresponding_institution_ids":["https://openalex.org/I67009956"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.2469,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86517199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"133","last_page":"142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9918000102043152,"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/T11496","display_name":"Credit Risk and Financial Regulations","score":0.9732000231742859,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.747649073600769},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6690616607666016},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6238541007041931},{"id":"https://openalex.org/keywords/credit-risk","display_name":"Credit risk","score":0.5245813727378845},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.503729522228241},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.473076194524765},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42271408438682556},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.3919481039047241},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3324517607688904},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.124443918466568}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.747649073600769},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6690616607666016},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6238541007041931},{"id":"https://openalex.org/C178350159","wikidata":"https://www.wikidata.org/wiki/Q162714","display_name":"Credit risk","level":2,"score":0.5245813727378845},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.503729522228241},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.473076194524765},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42271408438682556},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3919481039047241},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3324517607688904},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.124443918466568},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-24443-8_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-24443-8_15","pdf_url":null,"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":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W580679839","https://openalex.org/W1490488263","https://openalex.org/W1784308333","https://openalex.org/W1897193653","https://openalex.org/W1966528570","https://openalex.org/W1971547695","https://openalex.org/W1980770954","https://openalex.org/W1990178298","https://openalex.org/W1993922907","https://openalex.org/W2004076523","https://openalex.org/W2011108441","https://openalex.org/W2011441697","https://openalex.org/W2032784723","https://openalex.org/W2035491076","https://openalex.org/W2059693241","https://openalex.org/W2103780778","https://openalex.org/W2107691272","https://openalex.org/W2135411679","https://openalex.org/W2145576157","https://openalex.org/W2181763519","https://openalex.org/W4238586295"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W3086176581","https://openalex.org/W4224009465","https://openalex.org/W2910448078","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W4243831181","https://openalex.org/W4384470695","https://openalex.org/W3134840015","https://openalex.org/W4366979180"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2015,"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"}