{"id":"https://openalex.org/W3158297968","doi":"https://doi.org/10.1007/978-3-030-70713-2_1","title":"Comparative Study of SMOTE and Bootstrapping Performance Based on Predication Methods","display_name":"Comparative Study of SMOTE and Bootstrapping Performance Based on Predication Methods","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3158297968","doi":"https://doi.org/10.1007/978-3-030-70713-2_1","mag":"3158297968"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-70713-2_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-70713-2_1","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"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 on Data Engineering and Communications Technologies","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/A5035472036","display_name":"Abdulaziz Aborujilah","orcid":"https://orcid.org/0000-0002-7497-4321"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdulaziz Aborujilah","raw_affiliation_strings":["University Kuala Lumpur, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Kuala Lumpur, Kuala Lumpur, Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040202164","display_name":"Rasheed Mohammad Nassr","orcid":"https://orcid.org/0000-0002-0800-428X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rasheed Mohammad Nassr","raw_affiliation_strings":["University Kuala Lumpur, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Kuala Lumpur, Kuala Lumpur, Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064284704","display_name":"Tawfik Al-Hadhrami","orcid":"https://orcid.org/0000-0001-7441-604X"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tawfik Al-Hadhrami","raw_affiliation_strings":["Nottingham Trent University, Nottingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nottingham Trent University, Nottingham, UK","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026996484","display_name":"Mohd Nizam Husen","orcid":"https://orcid.org/0000-0003-3791-2436"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohd Nizam Husen","raw_affiliation_strings":["University Kuala Lumpur, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Kuala Lumpur, Kuala Lumpur, Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011884510","display_name":"Nor Azlina Ali","orcid":"https://orcid.org/0000-0002-2756-9200"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nor Azlina Ali","raw_affiliation_strings":["University Kuala Lumpur, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Kuala Lumpur, Kuala Lumpur, Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113898004","display_name":"Abdulaleem Al- Othmani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdulaleem Al- Othmani","raw_affiliation_strings":["University Kuala Lumpur, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Kuala Lumpur, Kuala Lumpur, Malaysia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032646170","display_name":"Mustapha Hamdi","orcid":"https://orcid.org/0000-0002-5347-2357"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mustapha Hamdi","raw_affiliation_strings":["Edge IA, IoT, Nottingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edge IA, IoT, Nottingham, UK","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3591,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5383471,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9987000226974487,"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":0.9987000226974487,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9977999925613403,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9965999722480774,"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/bootstrapping","display_name":"Bootstrapping (finance)","score":0.9425843954086304},{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.9064024090766907},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7342520356178284},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7217485308647156},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6341453790664673},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.586364209651947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5533148646354675},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5220391750335693},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49017176032066345},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06829801201820374}],"concepts":[{"id":"https://openalex.org/C207609745","wikidata":"https://www.wikidata.org/wiki/Q4944086","display_name":"Bootstrapping (finance)","level":2,"score":0.9425843954086304},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.9064024090766907},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7342520356178284},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7217485308647156},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6341453790664673},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.586364209651947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5533148646354675},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5220391750335693},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49017176032066345},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06829801201820374},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-70713-2_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-70713-2_1","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"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 on Data Engineering and Communications Technologies","raw_type":"book-chapter"},{"id":"pmh:oai:dora.dmu.ac.uk:2086/22914","is_oa":false,"landing_page_url":"https://hdl.handle.net/2086/22914","pdf_url":null,"source":{"id":"https://openalex.org/S4306400394","display_name":"DMU Open Research Archive (De Montfort University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66943878","host_organization_name":"De Montfort University","host_organization_lineage":["https://openalex.org/I66943878"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W87312633","https://openalex.org/W273955616","https://openalex.org/W1623006543","https://openalex.org/W1993220166","https://openalex.org/W2130745297","https://openalex.org/W2130898128","https://openalex.org/W2136903812","https://openalex.org/W2148143831","https://openalex.org/W2164330572","https://openalex.org/W2167464971","https://openalex.org/W2171141701","https://openalex.org/W2288667506","https://openalex.org/W2336937448","https://openalex.org/W2569168369","https://openalex.org/W2582043155","https://openalex.org/W2772166830","https://openalex.org/W2799758613","https://openalex.org/W2910137068","https://openalex.org/W2916913565","https://openalex.org/W2946127746","https://openalex.org/W3122864121"],"related_works":["https://openalex.org/W2766503024","https://openalex.org/W4206637278","https://openalex.org/W2781247653","https://openalex.org/W4386005305","https://openalex.org/W3082051559","https://openalex.org/W1682621979","https://openalex.org/W4386214543","https://openalex.org/W1969988626","https://openalex.org/W3173198409","https://openalex.org/W1571672972"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}