{"id":"https://openalex.org/W2480636985","doi":"https://doi.org/10.1007/978-1-4899-7641-3_6","title":"Modeling and Algorithms","display_name":"Modeling and Algorithms","publication_year":2015,"publication_date":"2015-10-20","ids":{"openalex":"https://openalex.org/W2480636985","doi":"https://doi.org/10.1007/978-1-4899-7641-3_6","mag":"2480636985"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-4899-7641-3_6","doi":"https://doi.org/10.1007/978-1-4899-7641-3_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4899-7641-3_6","pdf_url":null,"source":{"id":"https://openalex.org/S4210230152","display_name":"Integrated series on information systems/Integrated series in information systems","issn_l":"1571-0270","issn":["1571-0270","2197-7968"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Series in Information Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W2499581503","display_name":"Machine Learning Models and Algorithms for Big Data Classification"},"type":"book-chapter","is_traditional":true,"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/A5005607315","display_name":"Shan Suthaharan","orcid":"https://orcid.org/0000-0003-3235-9870","observed_orcids":["https://orcid.org/0000-0003-3235-9870"]},"institutions":[{"id":"https://openalex.org/I169335092","display_name":"University of North Carolina at Greensboro","ror":"https://ror.org/04fnxsj42","country_code":"US","type":"education","lineage":["https://openalex.org/I169335092"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shan Suthaharan","raw_affiliation_strings":["Department of Computer Science, UNC Greensboro, Greensboro, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, UNC Greensboro, Greensboro, NC, USA","institution_ids":["https://openalex.org/I169335092"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5005607315"],"corresponding_institution_ids":["https://openalex.org/I169335092"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"123","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.42410001158714294,"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"}},"topics":[{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.42410001158714294,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.4115999937057495,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.059700001031160355,"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/machine-learning","display_name":"machine learning","score":0.8809999823570251},{"id":"https://openalex.org/keywords/batch-learning","display_name":"batch learning","score":0.6299999952316284},{"id":"https://openalex.org/keywords/e-learning","display_name":"online learning","score":1.0},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"supervised learning","score":1.0},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"regression analysis","score":0.7670000195503235},{"id":"https://openalex.org/keywords/classification","display_name":"classification","score":1.0},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"unsupervised learning","score":0.9990000128746033},{"id":"https://openalex.org/keywords/clustering","display_name":"clustering","score":0.996999979019165},{"id":"https://openalex.org/keywords/hierarchical-models","display_name":"hierarchical models","score":0.8600000143051147},{"id":"https://openalex.org/keywords/layered-model","display_name":"layered model","score":0.9679999947547913},{"id":"https://openalex.org/keywords/mathematical-model","display_name":"mathematical model","score":0.7250000238418579},{"id":"https://openalex.org/keywords/modularization","display_name":"modularization","score":0.746999979019165},{"id":"https://openalex.org/keywords/control-structures","display_name":"control structures","score":0.7889999747276306}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5623795390129089},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43290090560913086}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-1-4899-7641-3_6","doi":"https://doi.org/10.1007/978-1-4899-7641-3_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4899-7641-3_6","pdf_url":null,"source":{"id":"https://openalex.org/S4210230152","display_name":"Integrated series on information systems/Integrated series in information systems","issn_l":"1571-0270","issn":["1571-0270","2197-7968"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Series in Information Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W4919037","https://openalex.org/W223156261","https://openalex.org/W1480376833","https://openalex.org/W1483683744","https://openalex.org/W1490604918","https://openalex.org/W1496929357","https://openalex.org/W1549267002","https://openalex.org/W1662191912","https://openalex.org/W1796483264","https://openalex.org/W1820257660","https://openalex.org/W1873332500","https://openalex.org/W1904365287","https://openalex.org/W1976800333","https://openalex.org/W1981966284","https://openalex.org/W1990517717","https://openalex.org/W1996834959","https://openalex.org/W2001141328","https://openalex.org/W2001768088","https://openalex.org/W2003106667","https://openalex.org/W2008056655","https://openalex.org/W2011430131","https://openalex.org/W2017588182","https://openalex.org/W2025001960","https://openalex.org/W2030499717","https://openalex.org/W2041785029","https://openalex.org/W2053186076","https://openalex.org/W2061261867","https://openalex.org/W2075688085","https://openalex.org/W2076723282","https://openalex.org/W2084914070","https://openalex.org/W2095762537","https://openalex.org/W2098420224","https://openalex.org/W2100078691","https://openalex.org/W2102630415","https://openalex.org/W2104780023","https://openalex.org/W2106754084","https://openalex.org/W2107636931","https://openalex.org/W2107826452","https://openalex.org/W2108873311","https://openalex.org/W2109025268","https://openalex.org/W2110300407","https://openalex.org/W2113297602","https://openalex.org/W2114570910","https://openalex.org/W2115613674","https://openalex.org/W2119548491","https://openalex.org/W2123421115","https://openalex.org/W2125027820","https://openalex.org/W2133753659","https://openalex.org/W2134289401","https://openalex.org/W2135744686","https://openalex.org/W2140221871","https://openalex.org/W2148239836","https://openalex.org/W2153934661","https://openalex.org/W2155008293","https://openalex.org/W2156287497","https://openalex.org/W2156718197","https://openalex.org/W2157169955","https://openalex.org/W2157444450","https://openalex.org/W2157872906","https://openalex.org/W2160634266","https://openalex.org/W2164104492","https://openalex.org/W2165046449","https://openalex.org/W2170720453","https://openalex.org/W2222844749","https://openalex.org/W2502644482","https://openalex.org/W2787894218","https://openalex.org/W2911964244","https://openalex.org/W2912934387"],"related_works":["https://openalex.org/W4246536635","https://openalex.org/W4406325605","https://openalex.org/W3170146378","https://openalex.org/W4412535186","https://openalex.org/W4256484573","https://openalex.org/W4399616335","https://openalex.org/W2471948037","https://openalex.org/W4243939896","https://openalex.org/W4405512365","https://openalex.org/W4312731500"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-08-23T00:00:00"}