{"id":"https://openalex.org/W3194017878","doi":"https://doi.org/10.1007/978-3-030-82196-8_15","title":"Imbalanced Dataset Optimization with New Resampling Techniques","display_name":"Imbalanced Dataset Optimization with New Resampling Techniques","publication_year":2021,"publication_date":"2021-08-02","ids":{"openalex":"https://openalex.org/W3194017878","doi":"https://doi.org/10.1007/978-3-030-82196-8_15","mag":"3194017878"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-82196-8_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-82196-8_15","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":"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/A5014004028","display_name":"Ivan Letteri","orcid":"https://orcid.org/0000-0002-3843-386X"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ivan Letteri","raw_affiliation_strings":["Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, L\u2019Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3843-386X","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, L\u2019Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005510763","display_name":"Antonio Di Cecco","orcid":"https://orcid.org/0000-0002-9070-4663"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonio Di Cecco","raw_affiliation_strings":["School of AI, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9070-4663","affiliations":[{"raw_affiliation_string":"School of AI, Rome, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012714475","display_name":"Abeer Dyoub","orcid":"https://orcid.org/0000-0003-0329-2419"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Abeer Dyoub","raw_affiliation_strings":["Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, L\u2019Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0003-0329-2419","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, L\u2019Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000230182","display_name":"Giuseppe Della Penna","orcid":"https://orcid.org/0000-0003-2327-9393"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Della Penna","raw_affiliation_strings":["Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, L\u2019Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2327-9393","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, L\u2019Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4362,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83824963,"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":"199","last_page":"215"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9871000051498413,"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/oversampling","display_name":"Oversampling","score":0.8236798048019409},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7943615913391113},{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.7475579977035522},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6640894412994385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6244223713874817},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5062824487686157},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.415335088968277}],"concepts":[{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.8236798048019409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7943615913391113},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.7475579977035522},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6640894412994385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6244223713874817},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5062824487686157},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.415335088968277},{"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/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-82196-8_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-82196-8_15","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":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W575847903","https://openalex.org/W1567313600","https://openalex.org/W1607624180","https://openalex.org/W1959220275","https://openalex.org/W1965895350","https://openalex.org/W1993220166","https://openalex.org/W2002645541","https://openalex.org/W2011762057","https://openalex.org/W2118978333","https://openalex.org/W2119168155","https://openalex.org/W2119191234","https://openalex.org/W2122344396","https://openalex.org/W2137029138","https://openalex.org/W2148143831","https://openalex.org/W2152325113","https://openalex.org/W2164330572","https://openalex.org/W2542307914","https://openalex.org/W2893641169","https://openalex.org/W2948978827","https://openalex.org/W2969623542","https://openalex.org/W4235456164","https://openalex.org/W4248234421","https://openalex.org/W6606631224"],"related_works":["https://openalex.org/W3008199583","https://openalex.org/W3021503072","https://openalex.org/W3176807344","https://openalex.org/W3138490155","https://openalex.org/W4239496837","https://openalex.org/W3015625717","https://openalex.org/W4382050327","https://openalex.org/W4225140212","https://openalex.org/W4283274834","https://openalex.org/W4206962509"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"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"}