{"id":"https://openalex.org/W1824981487","doi":"https://doi.org/10.1007/978-3-642-41013-0_22","title":"Impact of Sampling on Neural Network Classification Performance in the Context of Repeat Movie Viewing","display_name":"Impact of Sampling on Neural Network Classification Performance in the Context of Repeat Movie Viewing","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W1824981487","doi":"https://doi.org/10.1007/978-3-642-41013-0_22","mag":"1824981487"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-41013-0_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-41013-0_22","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/A5036693962","display_name":"Elena Fitkov-Norris","orcid":"https://orcid.org/0000-0001-5473-0699"},"institutions":[{"id":"https://openalex.org/I205051169","display_name":"Kingston University","ror":"https://ror.org/05bbqza97","country_code":"GB","type":"education","lineage":["https://openalex.org/I205051169"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Elena Fitkov-Norris","raw_affiliation_strings":["Kingston University, Kingston Hill, Kingston-upon-Thames, KT2 7LB, UK"],"affiliations":[{"raw_affiliation_string":"Kingston University, Kingston Hill, Kingston-upon-Thames, KT2 7LB, UK","institution_ids":["https://openalex.org/I205051169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103247728","display_name":"Sakinat Oluwabukonla Folorunso","orcid":"https://orcid.org/0000-0002-7058-8618"},"institutions":[{"id":"https://openalex.org/I894372087","display_name":"Olabisi Onabanjo University","ror":"https://ror.org/05jt4c572","country_code":"NG","type":"education","lineage":["https://openalex.org/I894372087"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Sakinat Oluwabukonla Folorunso","raw_affiliation_strings":["Mathematical Sciences Department, Olabisi Onabanjo University (OOU) Ago, Iwoye, Ogun State, Nigeria"],"affiliations":[{"raw_affiliation_string":"Mathematical Sciences Department, Olabisi Onabanjo University (OOU) Ago, Iwoye, Ogun State, Nigeria","institution_ids":["https://openalex.org/I894372087"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5036693962"],"corresponding_institution_ids":["https://openalex.org/I205051169"],"apc_list":null,"apc_paid":null,"fwci":0.6771,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.72290389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"213","last_page":"222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9908000230789185,"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":0.9715624451637268},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.7097294330596924},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.6974358558654785},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6863928437232971},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6449548006057739},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6036801934242249},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5968210101127625},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5958655476570129},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5920392870903015},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5686836838722229},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5400534272193909},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43457120656967163},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37311774492263794},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3714732527732849},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21347451210021973},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1403278112411499},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09229537844657898},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.04956868290901184}],"concepts":[{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.9715624451637268},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7097294330596924},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.6974358558654785},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6863928437232971},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6449548006057739},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6036801934242249},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5968210101127625},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5958655476570129},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5920392870903015},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5686836838722229},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5400534272193909},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43457120656967163},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37311774492263794},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3714732527732849},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21347451210021973},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1403278112411499},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09229537844657898},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.04956868290901184},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"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/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-41013-0_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-41013-0_22","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"},{"id":"pmh:oai:eprints.kingston.ac.uk:26397","is_oa":false,"landing_page_url":"http://eprints.kingston.ac.uk/id/eprint/26397/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400991","display_name":"Research Repository (Kingston University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801636071","host_organization_name":"Kingston Hospital NHS Trust","host_organization_lineage":["https://openalex.org/I2801636071"],"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 Section"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W85350352","https://openalex.org/W169052826","https://openalex.org/W1591261915","https://openalex.org/W1742842785","https://openalex.org/W1941659294","https://openalex.org/W1974079881","https://openalex.org/W1989137294","https://openalex.org/W1993220166","https://openalex.org/W1994410331","https://openalex.org/W2020615055","https://openalex.org/W2036599383","https://openalex.org/W2040181375","https://openalex.org/W2050466268","https://openalex.org/W2053724458","https://openalex.org/W2096235960","https://openalex.org/W2106479238","https://openalex.org/W2107516301","https://openalex.org/W2107686700","https://openalex.org/W2118963717","https://openalex.org/W2119191234","https://openalex.org/W2119737213","https://openalex.org/W2131904035","https://openalex.org/W2137029138","https://openalex.org/W2144774505","https://openalex.org/W2148143831","https://openalex.org/W2509035752","https://openalex.org/W4285719527"],"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/W2152863486","https://openalex.org/W2375547256","https://openalex.org/W2042102171"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}