{"id":"https://openalex.org/W4206939075","doi":"https://doi.org/10.1109/ssci50451.2021.9660128","title":"From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks","display_name":"From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks","publication_year":2021,"publication_date":"2021-12-05","ids":{"openalex":"https://openalex.org/W4206939075","doi":"https://doi.org/10.1109/ssci50451.2021.9660128"},"language":"en","primary_location":{"id":"doi:10.1109/ssci50451.2021.9660128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci50451.2021.9660128","pdf_url":null,"source":{"id":"https://openalex.org/S4363604921","display_name":"2021 IEEE Symposium Series on Computational Intelligence (SSCI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2211.17045","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035837692","display_name":"Mateus Roder","orcid":"https://orcid.org/0000-0002-3112-5290"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Mateus Roder","raw_affiliation_strings":["S\u00e3o Paulo State University - UNESP, Bauru, Brazil"],"affiliations":[{"raw_affiliation_string":"S\u00e3o Paulo State University - UNESP, Bauru, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089568142","display_name":"Jurandy Almeida","orcid":"https://orcid.org/0000-0002-4998-6996"},"institutions":[{"id":"https://openalex.org/I88273585","display_name":"Universidade Federal de S\u00e3o Paulo","ror":"https://ror.org/02k5swt12","country_code":"BR","type":"education","lineage":["https://openalex.org/I88273585"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jurandy Almeida","raw_affiliation_strings":["Instituto de Ci\u00eancia e Tecnologia, Universidade Federal de S\u00e3o Paulo - UNIFESP, S\u00e3o Jos\u00e9 dos Campos, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto de Ci\u00eancia e Tecnologia, Universidade Federal de S\u00e3o Paulo - UNIFESP, S\u00e3o Jos\u00e9 dos Campos, Brazil","institution_ids":["https://openalex.org/I88273585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082605114","display_name":"Gustavo Henrique de Rosa","orcid":"https://orcid.org/0000-0002-6442-8343"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo H. De Rosa","raw_affiliation_strings":["S\u00e3o Paulo State University - UNESP, Bauru, Brazil"],"affiliations":[{"raw_affiliation_string":"S\u00e3o Paulo State University - UNESP, Bauru, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041190229","display_name":"Leandro A. Passos","orcid":"https://orcid.org/0000-0003-3529-3109"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leandro A. Passos","raw_affiliation_strings":["S\u00e3o Paulo State University - UNESP, Bauru, Brazil"],"affiliations":[{"raw_affiliation_string":"S\u00e3o Paulo State University - UNESP, Bauru, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015816735","display_name":"Andr\u00e9 Luis Debiaso Rossi","orcid":"https://orcid.org/0000-0001-6388-7479"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andre L.D. Rossi","raw_affiliation_strings":["S\u00e3o Paulo State University - UNESP, Bauru, Brazil"],"affiliations":[{"raw_affiliation_string":"S\u00e3o Paulo State University - UNESP, Bauru, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003275797","display_name":"Jo\u00e3o Paulo Papa","orcid":"https://orcid.org/0000-0002-6494-7514"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Joao P. Papa","raw_affiliation_strings":["S\u00e3o Paulo State University - UNESP, Bauru, Brazil"],"affiliations":[{"raw_affiliation_string":"S\u00e3o Paulo State University - UNESP, Bauru, Brazil","institution_ids":["https://openalex.org/I879563668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5035837692"],"corresponding_institution_ids":["https://openalex.org/I879563668"],"apc_list":null,"apc_paid":null,"fwci":0.0657,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.38734612,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"08"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9986000061035156,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9916999936103821,"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/computer-science","display_name":"Computer science","score":0.7792855501174927},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7629319429397583},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6842120885848999},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6654279232025146},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6403310298919678},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6352898478507996},{"id":"https://openalex.org/keywords/deep-belief-network","display_name":"Deep belief network","score":0.6153745651245117},{"id":"https://openalex.org/keywords/boltzmann-machine","display_name":"Boltzmann machine","score":0.5818658471107483},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.5035712122917175},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.49312636256217957},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.49197790026664734},{"id":"https://openalex.org/keywords/restricted-boltzmann-machine","display_name":"Restricted Boltzmann machine","score":0.4565427601337433},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.454039990901947},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4235427975654602}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7792855501174927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7629319429397583},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6842120885848999},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6654279232025146},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6403310298919678},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6352898478507996},{"id":"https://openalex.org/C97385483","wikidata":"https://www.wikidata.org/wiki/Q16954980","display_name":"Deep belief network","level":3,"score":0.6153745651245117},{"id":"https://openalex.org/C192576344","wikidata":"https://www.wikidata.org/wiki/Q194706","display_name":"Boltzmann machine","level":3,"score":0.5818658471107483},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5035712122917175},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.49312636256217957},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.49197790026664734},{"id":"https://openalex.org/C199354608","wikidata":"https://www.wikidata.org/wiki/Q7316287","display_name":"Restricted Boltzmann machine","level":3,"score":0.4565427601337433},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.454039990901947},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4235427975654602},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ssci50451.2021.9660128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci50451.2021.9660128","pdf_url":null,"source":{"id":"https://openalex.org/S4363604921","display_name":"2021 IEEE Symposium Series on Computational Intelligence (SSCI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2211.17045","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2211.17045","pdf_url":"https://arxiv.org/pdf/2211.17045","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2211.17045","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2211.17045","pdf_url":"https://arxiv.org/pdf/2211.17045","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G1024760500","display_name":null,"funder_award_id":"2017/25908-6","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G1577364251","display_name":null,"funder_award_id":"307066/2017-7","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G2486662831","display_name":null,"funder_award_id":"2013/07375-","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G2744736720","display_name":null,"funder_award_id":"13/07375-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G295657101","display_name":null,"funder_award_id":"2019/","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G355795379","display_name":"Weakly supervised learning for compressed video analysis on retrieval and classification tasks for visual alert","funder_award_id":"17/25908-6","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G3572101131","display_name":null,"funder_award_id":"2014/","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G3601516360","display_name":null,"funder_award_id":"Brazil","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G3667942372","display_name":null,"funder_award_id":"2019/07825-1","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G3680712625","display_name":null,"funder_award_id":"307066/2017-7","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G4312984384","display_name":null,"funder_award_id":"2014/12236-1","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G4728310430","display_name":null,"funder_award_id":"427968/2018-6","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G4803409410","display_name":null,"funder_award_id":"2019/02205-5","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G497127911","display_name":null,"funder_award_id":"19/07665-4","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G5079005330","display_name":null,"funder_award_id":"support","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G5088577386","display_name":null,"funder_award_id":"2019/07665-4","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G5800896301","display_name":null,"funder_award_id":"14/12236-1","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G5877395057","display_name":null,"funder_award_id":"2019/02205-5","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G5990746028","display_name":null,"funder_award_id":"2013/07375-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G6669552033","display_name":null,"funder_award_id":"2013/07375-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G6713122265","display_name":null,"funder_award_id":"2019/07665-4","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G6939682987","display_name":null,"funder_award_id":"13/07375-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G7285438780","display_name":null,"funder_award_id":"2014/12236-1","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G7930234676","display_name":null,"funder_award_id":"019/07665-4","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G8178158659","display_name":null,"funder_award_id":"427968/2018-6","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320308943","display_name":"Microsoft Research","ror":"https://ror.org/00d0nc645"},{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W24089286","https://openalex.org/W1522301498","https://openalex.org/W1923404803","https://openalex.org/W1967241879","https://openalex.org/W2058282129","https://openalex.org/W2064851185","https://openalex.org/W2097342496","https://openalex.org/W2103519186","https://openalex.org/W2116064496","https://openalex.org/W2126579184","https://openalex.org/W2136922672","https://openalex.org/W2141355815","https://openalex.org/W2155251704","https://openalex.org/W2156710283","https://openalex.org/W2163345210","https://openalex.org/W2165715280","https://openalex.org/W2395579298","https://openalex.org/W2517166312","https://openalex.org/W2736324721","https://openalex.org/W2767787532","https://openalex.org/W2887280559","https://openalex.org/W2904378456","https://openalex.org/W2920565752","https://openalex.org/W2964212735","https://openalex.org/W2990198999","https://openalex.org/W3094408998","https://openalex.org/W4290379497","https://openalex.org/W4367551970","https://openalex.org/W6600983433","https://openalex.org/W6631190155","https://openalex.org/W6752812278","https://openalex.org/W6753333971","https://openalex.org/W6754002923"],"related_works":["https://openalex.org/W2064630666","https://openalex.org/W3121598771","https://openalex.org/W2287713958","https://openalex.org/W2513801676","https://openalex.org/W2916681395","https://openalex.org/W3010338767","https://openalex.org/W1257380361","https://openalex.org/W3005559199","https://openalex.org/W2133034788","https://openalex.org/W2892911634"],"abstract_inverted_index":{"In":[0],"the":[1,28,57,96,105,128,160,172,175,178,181],"last":[2],"decade,":[3],"exponential":[4],"data":[5],"growth":[6],"supplied":[7],"machine":[8],"learning-based":[9],"algorithms'":[10],"capacity":[11],"and":[12,69,156,174,184,200],"enabled":[13],"their":[14],"usage":[15],"in":[16,42],"daily-life":[17],"activities.":[18],"Additionally,":[19],"such":[20,195],"an":[21,137],"improvement":[22],"is":[23,74],"partially":[24],"explained":[25],"due":[26],"to":[27,101,103,126,133,191],"advent":[29],"of":[30,36,110,118,180],"deep":[31],"learning":[32,58,88,161],"techniques,":[33],"i.e.,":[34,92],"stacks":[35],"simple":[37],"architectures":[38],"that":[39,94],"end":[40],"up":[41],"more":[43,76],"complex":[44,62],"models.":[45],"Although":[46],"both":[47],"factors":[48],"produce":[49],"outstanding":[50],"results,":[51],"they":[52],"also":[53],"pose":[54],"drawbacks":[55],"regarding":[56],"process":[59,150],"as":[60,141,196],"training":[61,106],"models":[63],"over":[64,113,167],"large":[65],"datasets":[66],"are":[67],"expensive":[68],"time-consuming.":[70],"Such":[71,146],"a":[72,123,147],"problem":[73],"even":[75],"evident":[77],"when":[78,189],"dealing":[79],"with":[80],"video":[81,170],"analysis.":[82],"Some":[83],"works":[84],"have":[85],"considered":[86],"transfer":[87],"or":[89,115],"domain":[90,100],"adaptation,":[91],"approaches":[93],"map":[95,127],"knowledge":[97,129],"from":[98,130],"one":[99],"another,":[102],"ease":[104],"burden,":[107],"yet":[108],"most":[109],"them":[111],"operate":[112],"individual":[114],"small":[116],"blocks":[117],"frames.":[119],"This":[120],"paper":[121],"proposes":[122],"novel":[124],"approach":[125],"action":[131],"recognition":[132,135],"event":[134],"using":[136],"energy-based":[138,193],"model,":[139],"denoted":[140],"Spectral":[142],"Deep":[143,201],"Belief":[144,202],"Network.":[145],"model":[148,183],"can":[149],"all":[151],"frames":[152],"simultaneously,":[153],"carrying":[154],"spatial":[155],"temporal":[157],"information":[158],"through":[159],"process.":[162],"The":[163],"experimental":[164],"results":[165],"conducted":[166],"two":[168],"public":[169],"dataset,":[171],"HMDB-51":[173],"UCF-101,":[176],"depict":[177],"effectiveness":[179],"proposed":[182],"its":[185],"reduced":[186],"computational":[187],"burden":[188],"compared":[190],"traditional":[192],"models,":[194],"Restricted":[197],"Boltzmann":[198],"Machines":[199],"Networks.":[203]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}