{"id":"https://openalex.org/W4394780667","doi":"https://doi.org/10.1109/percomworkshops59983.2024.10502415","title":"Generative Resident Separation and Multi-label Classification for Multi-person Activity Recognition","display_name":"Generative Resident Separation and Multi-label Classification for Multi-person Activity Recognition","publication_year":2024,"publication_date":"2024-03-11","ids":{"openalex":"https://openalex.org/W4394780667","doi":"https://doi.org/10.1109/percomworkshops59983.2024.10502415"},"language":"en","primary_location":{"id":"doi:10.1109/percomworkshops59983.2024.10502415","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/percomworkshops59983.2024.10502415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2404.07245","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100669154","display_name":"Xi Chen","orcid":"https://orcid.org/0000-0003-1205-2222"},"institutions":[{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Xi Chen","raw_affiliation_strings":["Orange Innovation,Grenoble,France","Orange Innovation, Grenoble, France","Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Orange Innovation,Grenoble,France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"Orange Innovation, Grenoble, France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG, Grenoble, France","institution_ids":["https://openalex.org/I4210104430","https://openalex.org/I1294671590","https://openalex.org/I899635006","https://openalex.org/I106785703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061520351","display_name":"Julien Cumin","orcid":"https://orcid.org/0000-0001-8846-5547"},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julien Cumin","raw_affiliation_strings":["Orange Innovation,Grenoble,France","Orange Innovation, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Orange Innovation,Grenoble,France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"Orange Innovation, Grenoble, France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107873596","display_name":"Fano Ramparany","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fano Ramparany","raw_affiliation_strings":["Orange Innovation,Grenoble,France","Orange Innovation, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Orange Innovation,Grenoble,France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"Orange Innovation, Grenoble, France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077485006","display_name":"Dominique Vaufreydaz","orcid":"https://orcid.org/0000-0002-8825-0973"},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dominique Vaufreydaz","raw_affiliation_strings":["Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG,Grenoble,France,38000"],"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG,Grenoble,France,38000","institution_ids":["https://openalex.org/I4210104430","https://openalex.org/I1294671590","https://openalex.org/I899635006","https://openalex.org/I106785703"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100669154"],"corresponding_institution_ids":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I19370010","https://openalex.org/I4210104430","https://openalex.org/I899635006"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03968167,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9991999864578247,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9991999864578247,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9079999923706055,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.7309484481811523},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.711298942565918},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"Multi-label classification","score":0.7047218680381775},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6783537864685059},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.656629204750061},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5571154952049255},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5276215076446533},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.48186883330345154},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4347043037414551}],"concepts":[{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.7309484481811523},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.711298942565918},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.7047218680381775},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6783537864685059},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.656629204750061},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5571154952049255},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5276215076446533},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.48186883330345154},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4347043037414551}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/percomworkshops59983.2024.10502415","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/percomworkshops59983.2024.10502415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2404.07245","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.07245","pdf_url":"https://arxiv.org/pdf/2404.07245","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":"","raw_type":null},{"id":"pmh:oai:HAL:hal-04538267v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04538267","pdf_url":"https://hal.science/hal-04538267/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Context and Activity Modeling and Recognition (CoMoReA) Workshop at IEEE International Conference on Pervasive Computing and Communications (PerCom 2024), Mar 2024, Biarritz, France","raw_type":"Conference papers"},{"id":"doi:10.48550/arxiv.2404.07245","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2404.07245","pdf_url":null,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2404.07245","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.07245","pdf_url":"https://arxiv.org/pdf/2404.07245","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":"","raw_type":null},"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1484466667","https://openalex.org/W1530513434","https://openalex.org/W2004099281","https://openalex.org/W2101105183","https://openalex.org/W2130942839","https://openalex.org/W2133564696","https://openalex.org/W2549963349","https://openalex.org/W2559776840","https://openalex.org/W2742385115","https://openalex.org/W2761825588","https://openalex.org/W3006625458","https://openalex.org/W3006635138","https://openalex.org/W3094762163","https://openalex.org/W3098749638","https://openalex.org/W3154312757","https://openalex.org/W3175101164","https://openalex.org/W3184087575","https://openalex.org/W4223604316","https://openalex.org/W4285153164","https://openalex.org/W4294170691","https://openalex.org/W4385245566","https://openalex.org/W6679434410","https://openalex.org/W6679436768","https://openalex.org/W6798617289"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W4238433571","https://openalex.org/W3174044702","https://openalex.org/W2967848559","https://openalex.org/W4299831724"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"two":[3,68],"models":[4,52],"to":[5,28,44,55,80],"address":[6],"the":[7,84],"problem":[8],"of":[9,50,67,88],"multi-person":[10,95],"activity":[11,96],"recognition":[12],"using":[13,63],"ambient":[14,75],"sensors":[15],"in":[16,59,70],"a":[17,24,40,56,64,71,81],"home.":[18],"The":[19,35],"first":[20],"model,":[21,37],"Seq2Res,":[22],"uses":[23,39],"sequence":[25],"generation":[26],"approach":[27],"separate":[29],"sensor":[30],"events":[31],"from":[32],"different":[33,60],"residents.":[34],"second":[36],"BiGRU+Q2L,":[38],"Query2Label":[41],"multi-label":[42,92],"classifier":[43],"predict":[45],"multiple":[46],"activities":[47],"simultaneously.":[48],"Performances":[49],"these":[51],"are":[53],"compared":[54],"state-of-the-art":[57,65],"model":[58],"experimental":[61],"scenarios,":[62],"dataset":[66],"residents":[69],"home":[72],"instrumented":[73],"with":[74],"sensors.":[76],"These":[77],"results":[78],"lead":[79],"discussion":[82],"on":[83],"advantages":[85],"and":[86,91],"drawbacks":[87],"resident":[89],"separation":[90],"classification":[93],"for":[94],"recognition.":[97]},"counts_by_year":[],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2024-04-13T00:00:00"}
