{"id":"https://openalex.org/W4384209860","doi":"https://doi.org/10.1007/978-3-031-37496-8_4","title":"Advantages of\u00a0Oversampling Techniques: A Case Study in\u00a0Risk Factors for\u00a0Fall Prediction","display_name":"Advantages of\u00a0Oversampling Techniques: A Case Study in\u00a0Risk Factors for\u00a0Fall Prediction","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4384209860","doi":"https://doi.org/10.1007/978-3-031-37496-8_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-37496-8_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-37496-8_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5044186821","display_name":"Gulshan Sihag","orcid":"https://orcid.org/0009-0002-9144-3351"},"institutions":[{"id":"https://openalex.org/I4210089617","display_name":"Laboratoire d'Automatique, de M\u00e9canique et d'Informatique Industrielles et Humaines","ror":"https://ror.org/006z7v557","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210089617","https://openalex.org/I4210159245","https://openalex.org/I4387154098","https://openalex.org/I70348806","https://openalex.org/I70348806"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I70348806","display_name":"Universit\u00e9 Polytechnique Hauts-de-France","ror":"https://ror.org/02ezch769","country_code":"FR","type":"education","lineage":["https://openalex.org/I70348806"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Gulshan Sihag","raw_affiliation_strings":["Univ. Polytechnique Hauts-de-France, CNRS, UMR 8201 - LAMIH, 59313, Valenciennes, France"],"affiliations":[{"raw_affiliation_string":"Univ. Polytechnique Hauts-de-France, CNRS, UMR 8201 - LAMIH, 59313, Valenciennes, France","institution_ids":["https://openalex.org/I4210089617","https://openalex.org/I1294671590","https://openalex.org/I70348806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101546397","display_name":"Pankaj Yadav","orcid":"https://orcid.org/0009-0009-1437-5659"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pankaj Yadav","raw_affiliation_strings":["Department of Mathematics, Indian Institute of Technology, Jodhpur, Jodhpur, India"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Indian Institute of Technology, Jodhpur, Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089700026","display_name":"Vivek Vijay","orcid":"https://orcid.org/0000-0002-1359-1861"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vivek Vijay","raw_affiliation_strings":["Department of Mathematics, Indian Institute of Technology, Jodhpur, Jodhpur, India"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Indian Institute of Technology, Jodhpur, Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050957296","display_name":"V\u00e9ronique Delcroix","orcid":"https://orcid.org/0000-0001-6367-078X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I70348806","display_name":"Universit\u00e9 Polytechnique Hauts-de-France","ror":"https://ror.org/02ezch769","country_code":"FR","type":"education","lineage":["https://openalex.org/I70348806"]},{"id":"https://openalex.org/I4210089617","display_name":"Laboratoire d'Automatique, de M\u00e9canique et d'Informatique Industrielles et Humaines","ror":"https://ror.org/006z7v557","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210089617","https://openalex.org/I4210159245","https://openalex.org/I4387154098","https://openalex.org/I70348806","https://openalex.org/I70348806"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Veronique Delcroix","raw_affiliation_strings":["Univ. Polytechnique Hauts-de-France, CNRS, UMR 8201 - LAMIH, 59313, Valenciennes, France"],"affiliations":[{"raw_affiliation_string":"Univ. Polytechnique Hauts-de-France, CNRS, UMR 8201 - LAMIH, 59313, Valenciennes, France","institution_ids":["https://openalex.org/I4210089617","https://openalex.org/I1294671590","https://openalex.org/I70348806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077431326","display_name":"Xavier Siebert","orcid":"https://orcid.org/0000-0003-0869-7968"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Xavier Siebert","raw_affiliation_strings":["Facult\u00e9 polytechnique D\u00e9partement de Math\u00e9matique et Recherche Op\u00e9rationnelle, Univ. de Mons, Mons, Belgium"],"affiliations":[{"raw_affiliation_string":"Facult\u00e9 polytechnique D\u00e9partement de Math\u00e9matique et Recherche Op\u00e9rationnelle, Univ. de Mons, Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100742097","display_name":"Sandeep Kumar Yadav","orcid":"https://orcid.org/0000-0001-9233-0004"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeep Kumar Yadav","raw_affiliation_strings":["Department of Mathematics, Indian Institute of Technology, Jodhpur, Jodhpur, India"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Indian Institute of Technology, Jodhpur, Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110144569","display_name":"Fran\u00e7ois Puisieux","orcid":null},"institutions":[{"id":"https://openalex.org/I3018718406","display_name":"Centre Hospitalier Universitaire de Lille","ror":"https://ror.org/02ppyfa04","country_code":"FR","type":"funder","lineage":["https://openalex.org/I3018718406"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois Puisieux","raw_affiliation_strings":["D\u00e9pt. de G\u00e9rontologie, H\u00f4pital Universitaire de Lille, 59037, Lille Cedex, France"],"affiliations":[{"raw_affiliation_string":"D\u00e9pt. de G\u00e9rontologie, H\u00f4pital Universitaire de Lille, 59037, Lille Cedex, France","institution_ids":["https://openalex.org/I3018718406"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5044186821"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210089617","https://openalex.org/I70348806"],"apc_list":null,"apc_paid":null,"fwci":1.0665,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77480448,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"56","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9991000294685364,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9991000294685364,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9667999744415283,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.9548313021659851},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7063857316970825},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6760856509208679},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6547306776046753},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.636526346206665},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6164734363555908},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6149386167526245},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5818758010864258},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.4709628224372864},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.44196534156799316},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4310302734375},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4268866181373596},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4101089835166931},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3586745858192444},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.1501956284046173}],"concepts":[{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.9548313021659851},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7063857316970825},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6760856509208679},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6547306776046753},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.636526346206665},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6164734363555908},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6149386167526245},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5818758010864258},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.4709628224372864},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.44196534156799316},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4310302734375},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4268866181373596},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4101089835166931},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3586745858192444},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.1501956284046173},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-37496-8_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-37496-8_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W129255736","https://openalex.org/W172260869","https://openalex.org/W1511986666","https://openalex.org/W2037036168","https://openalex.org/W2078824136","https://openalex.org/W2087412438","https://openalex.org/W2104933073","https://openalex.org/W2118978333","https://openalex.org/W2136627475","https://openalex.org/W2148143831","https://openalex.org/W2437617937","https://openalex.org/W2498119267","https://openalex.org/W2782485997","https://openalex.org/W3006078283","https://openalex.org/W3017107940","https://openalex.org/W3206133737","https://openalex.org/W3208903561","https://openalex.org/W4210843599","https://openalex.org/W4226176827","https://openalex.org/W6600146248","https://openalex.org/W6607259140"],"related_works":["https://openalex.org/W2012117566","https://openalex.org/W2903618681","https://openalex.org/W3196098778","https://openalex.org/W3172259201","https://openalex.org/W3211250490","https://openalex.org/W3184937791","https://openalex.org/W4367336074","https://openalex.org/W4379620016","https://openalex.org/W3154045278","https://openalex.org/W1981856929"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}