{"id":"https://openalex.org/W4312920548","doi":"https://doi.org/10.1007/978-3-031-21689-3_39","title":"A Wrapper Approach for\u00a0Video Anomaly Detection Applying Light Gradient Boosting Machine in\u00a0a\u00a0Multiple Instance Learning Setting","display_name":"A Wrapper Approach for\u00a0Video Anomaly Detection Applying Light Gradient Boosting Machine in\u00a0a\u00a0Multiple Instance Learning Setting","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312920548","doi":"https://doi.org/10.1007/978-3-031-21689-3_39"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-21689-3_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21689-3_39","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5009090207","display_name":"Silas S. L. Pereira","orcid":"https://orcid.org/0000-0003-2535-3024"},"institutions":[{"id":"https://openalex.org/I102939073","display_name":"Universidade Estadual do Cear\u00e1","ror":"https://ror.org/00sec1m50","country_code":"BR","type":"education","lineage":["https://openalex.org/I102939073"]},{"id":"https://openalex.org/I3018325552","display_name":"Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia do Cear\u00e1","ror":"https://ror.org/02225fd27","country_code":"BR","type":"government","lineage":["https://openalex.org/I3018325552"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Silas Santiago Lopes Pereira","raw_affiliation_strings":["Federal Institute of Education, Science and Technology of Cear\u00e1 - IFCE, Aracati, CE, 62800-000, Brazil","Universidade Estadual do Cear\u00e1 - UECE, Fortaleza, CE, 60714-903, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-2535-3024","affiliations":[{"raw_affiliation_string":"Federal Institute of Education, Science and Technology of Cear\u00e1 - IFCE, Aracati, CE, 62800-000, Brazil","institution_ids":["https://openalex.org/I3018325552"]},{"raw_affiliation_string":"Universidade Estadual do Cear\u00e1 - UECE, Fortaleza, CE, 60714-903, Brazil","institution_ids":["https://openalex.org/I102939073"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028426135","display_name":"Jos\u00e9 Everardo Bessa Maia","orcid":"https://orcid.org/0000-0002-4983-1724"},"institutions":[{"id":"https://openalex.org/I102939073","display_name":"Universidade Estadual do Cear\u00e1","ror":"https://ror.org/00sec1m50","country_code":"BR","type":"education","lineage":["https://openalex.org/I102939073"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Everardo Bessa Maia","raw_affiliation_strings":["Universidade Estadual do Cear\u00e1 - UECE, Fortaleza, CE, 60714-903, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-4983-1724","affiliations":[{"raw_affiliation_string":"Universidade Estadual do Cear\u00e1 - UECE, Fortaleza, CE, 60714-903, Brazil","institution_ids":["https://openalex.org/I102939073"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009090207"],"corresponding_institution_ids":["https://openalex.org/I102939073","https://openalex.org/I3018325552"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37424673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"558","last_page":"573"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.8575831055641174},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.800110936164856},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7546892166137695},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6955578327178955},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.6777366995811462},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.558955729007721},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5164639949798584},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.42505139112472534},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38456112146377563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8575831055641174},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.800110936164856},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7546892166137695},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6955578327178955},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.6777366995811462},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.558955729007721},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5164639949798584},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.42505139112472534},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38456112146377563},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-21689-3_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21689-3_39","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","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":23,"referenced_works":["https://openalex.org/W1542270631","https://openalex.org/W2076491552","https://openalex.org/W2087309216","https://openalex.org/W2323909273","https://openalex.org/W2555044549","https://openalex.org/W2768348081","https://openalex.org/W2777342313","https://openalex.org/W2901211940","https://openalex.org/W2921491036","https://openalex.org/W2963795951","https://openalex.org/W2970271202","https://openalex.org/W3023211159","https://openalex.org/W3032467329","https://openalex.org/W3035021504","https://openalex.org/W3094298836","https://openalex.org/W3107664750","https://openalex.org/W3136793533","https://openalex.org/W3162784145","https://openalex.org/W3168600998","https://openalex.org/W3180580781","https://openalex.org/W3189485988","https://openalex.org/W4256060553","https://openalex.org/W6869608176"],"related_works":["https://openalex.org/W2026121273","https://openalex.org/W2111662190","https://openalex.org/W3159988495","https://openalex.org/W3151529617","https://openalex.org/W4313488044","https://openalex.org/W2926953305","https://openalex.org/W4288057626","https://openalex.org/W3200719183","https://openalex.org/W4292969247","https://openalex.org/W4225307033"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
