{"id":"https://openalex.org/W2889845496","doi":"https://doi.org/10.3233/ica-180587","title":"Neural networks for recognizing human activities in home-like environments","display_name":"Neural networks for recognizing human activities in home-like environments","publication_year":2018,"publication_date":"2018-09-11","ids":{"openalex":"https://openalex.org/W2889845496","doi":"https://doi.org/10.3233/ica-180587","mag":"2889845496"},"language":"en","primary_location":{"id":"doi:10.3233/ica-180587","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-180587","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://buleria.unileon.es/bitstream/10612/28233/1/Neural_Networks_Recognizing_Human_Activities.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029858922","display_name":"Francisco J. Rodr\u00edguez-Lera","orcid":"https://orcid.org/0000-0002-8400-7079"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":true,"raw_author_name":"Francisco J. Rodriguez Lera","raw_affiliation_strings":["CSC Research Unit, University of Luxembourg, Esch-sur-Alzette, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSC Research Unit, University of Luxembourg, Esch-sur-Alzette, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101883057","display_name":"Francisco Mart\u00ed\u00adn","orcid":"https://orcid.org/0000-0003-3121-5744"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Mart\u00edn Rico","raw_affiliation_strings":["Depto de Sistemas Telem\u00e1ticos y Computaci\u00f3n,Universidad Rey Juan Carlos, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Depto de Sistemas Telem\u00e1ticos y Computaci\u00f3n,Universidad Rey Juan Carlos, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070790812","display_name":"Vicente Matell\u00e1n Olivera","orcid":"https://orcid.org/0000-0001-7844-9658"},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Vicente Matell\u00e1n Olivera","raw_affiliation_strings":["Depto de Ingenier\u00edas Mec\u00e1nica, Inform\u00e1tica y Aeroespacial, Campus de Vegazana, University of Le\u00f3n, Le\u00f3n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Depto de Ingenier\u00edas Mec\u00e1nica, Inform\u00e1tica y Aeroespacial, Campus de Vegazana, University of Le\u00f3n, Le\u00f3n, Spain","institution_ids":["https://openalex.org/I8833935"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5029858922"],"corresponding_institution_ids":["https://openalex.org/I186903577"],"apc_list":{"value":4400,"currency":"USD","value_usd":4400},"apc_paid":null,"fwci":1.9183,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.86760499,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"26","issue":"1","first_page":"37","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9979000091552734,"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/T10860","display_name":"Speech and Audio Processing","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7314834594726562},{"id":"https://openalex.org/keywords/dialog-box","display_name":"Dialog box","score":0.7034718990325928},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.6491836309432983},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.6112369298934937},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.578755795955658},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5715568661689758},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5640201568603516},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.53377366065979},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.48715707659721375},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4637397527694702},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4611729383468628},{"id":"https://openalex.org/keywords/human\u2013robot-interaction","display_name":"Human\u2013robot interaction","score":0.45210880041122437},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.45134279131889343},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.4374404549598694},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3979114592075348},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15824279189109802},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.08926907181739807}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7314834594726562},{"id":"https://openalex.org/C173853756","wikidata":"https://www.wikidata.org/wiki/Q86915","display_name":"Dialog box","level":2,"score":0.7034718990325928},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.6491836309432983},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.6112369298934937},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.578755795955658},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5715568661689758},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5640201568603516},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.53377366065979},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.48715707659721375},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4637397527694702},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4611729383468628},{"id":"https://openalex.org/C145460709","wikidata":"https://www.wikidata.org/wiki/Q859951","display_name":"Human\u2013robot interaction","level":3,"score":0.45210880041122437},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.45134279131889343},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.4374404549598694},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3979114592075348},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15824279189109802},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.08926907181739807},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3233/ica-180587","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-180587","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"},{"id":"pmh:oai:buleria.unileon.es:10612/28233","is_oa":true,"landing_page_url":"https://hdl.handle.net/10612/28233","pdf_url":"https://buleria.unileon.es/bitstream/10612/28233/1/Neural_Networks_Recognizing_Human_Activities.pdf","source":{"id":"https://openalex.org/S4306401642","display_name":"Buleria (Universidad de Le\u00f3n)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169046204","host_organization_name":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n","host_organization_lineage":["https://openalex.org/I169046204"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:orbilu.uni.lu:10993/37247","is_oa":false,"landing_page_url":"https://orbilu.uni.lu/handle/10993/37247","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Integrated Computer-Aided Engineering (Preprint), 1--10 (2018)","raw_type":"http://purl.org/coar/resource_type/c_6501"}],"best_oa_location":{"id":"pmh:oai:buleria.unileon.es:10612/28233","is_oa":true,"landing_page_url":"https://hdl.handle.net/10612/28233","pdf_url":"https://buleria.unileon.es/bitstream/10612/28233/1/Neural_Networks_Recognizing_Human_Activities.pdf","source":{"id":"https://openalex.org/S4306401642","display_name":"Buleria (Universidad de Le\u00f3n)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169046204","host_organization_name":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n","host_organization_lineage":["https://openalex.org/I169046204"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2889845496.pdf","grobid_xml":"https://content.openalex.org/works/W2889845496.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W186826960","https://openalex.org/W965907034","https://openalex.org/W1523850626","https://openalex.org/W1565064763","https://openalex.org/W1592366243","https://openalex.org/W1605250567","https://openalex.org/W1651186609","https://openalex.org/W1682769863","https://openalex.org/W1972567154","https://openalex.org/W1981276685","https://openalex.org/W2017254898","https://openalex.org/W2034537249","https://openalex.org/W2040118574","https://openalex.org/W2050477740","https://openalex.org/W2086240082","https://openalex.org/W2088850873","https://openalex.org/W2097575504","https://openalex.org/W2098517267","https://openalex.org/W2115450697","https://openalex.org/W2124905942","https://openalex.org/W2128437156","https://openalex.org/W2152267651","https://openalex.org/W2155273149","https://openalex.org/W2156387975","https://openalex.org/W2165005611","https://openalex.org/W2168867823","https://openalex.org/W2191779130","https://openalex.org/W2240580723","https://openalex.org/W2509065397","https://openalex.org/W2534335869","https://openalex.org/W2604738573","https://openalex.org/W2617885291","https://openalex.org/W2618530766","https://openalex.org/W2769459745","https://openalex.org/W2776199975","https://openalex.org/W2784179342","https://openalex.org/W2790371374","https://openalex.org/W2901136733","https://openalex.org/W2911792760","https://openalex.org/W2953384591","https://openalex.org/W3098357269","https://openalex.org/W4230539245","https://openalex.org/W4231364849","https://openalex.org/W6672320956","https://openalex.org/W6684379650","https://openalex.org/W6696601963","https://openalex.org/W6713134421","https://openalex.org/W6756486208"],"related_works":["https://openalex.org/W2076543106","https://openalex.org/W2523437662","https://openalex.org/W89844371","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4286643620","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2136232598"],"abstract_inverted_index":{"Using":[0],"Context-Awareness":[1],"information":[2],"in":[3,45,58,147],"human-robot":[4,29],"shared":[5],"environments":[6],"enhances":[7],"the":[8,11,15,21,37,46,54,75,110,134,137,142,152,158,161,168,171],"characterization":[9],"of":[10,17,50,70,80,96,136,144,160],"interaction":[12,60],"scenario,":[13],"improving":[14],"experience":[16],"human":[18,145],"collaboration":[19],"with":[20],"robot.":[22,52],"Aspects":[23],"such":[24],"as":[25],"environmental":[26],"location":[27],"and":[28,78,94,98,177],"dialog":[30,92],"have":[31],"traditionally":[32],"been":[33],"used":[34,176],"to":[35],"infer":[36],"c":[38],"urrent":[39],"situation,":[40],"which":[41],"can":[42],"be":[43],"helpful":[44],"decision":[47],"making":[48],"process":[49],"any":[51],"However,":[53],"acoustic":[55,106],"signals":[56,107],"available":[57],"every":[59],"scenario":[61],"are":[62],"commonly":[63],"obviated,":[64],"thus":[65],"removing":[66],"an":[67,100],"important":[68],"source":[69],"information.":[71],"This":[72],"paper":[73,131],"presents":[74],"design,":[76],"development":[77],"tests":[79],"a":[81,119,126],"Context":[82],"Awareness":[83],"Component":[84],"that":[85,108],"labels":[86],"users\u2019":[87],"activities":[88],"using":[89,151],"localization":[90],"information,":[91],"flow,":[93],"time":[95],"day,":[97],"adds":[99],"environment":[101],"recognition":[102,143,173],"component":[103],"supported":[104],"by":[105,166],"improves":[109],"inference":[111],"system.":[112],"To":[113],"this":[114,116],"end,":[115],"research":[117],"proposes":[118],"feedforward":[120],"neural":[121,138],"network":[122,139],"solution":[123],"based":[124],"on":[125],"multilayer":[127],"perceptron":[128],"approach.":[129],"The":[130],"also":[132],"discusses":[133],"configuration":[135],"for":[140],"optimizing":[141],"activity":[146],"\u201cat":[148],"home\u201d":[149],"environments,":[150],"four":[153],"inputs":[154],"previously":[155],"mentioned.":[156],"Finally,":[157],"validation":[159],"approach":[162],"proposed":[163],"is":[164,175,180],"done":[165],"comparing":[167],"results":[169],"when":[170,178],"sound":[172],"system":[174],"it":[179],"not.":[181]},"counts_by_year":[{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-29T07:29:34.045763","created_date":"2018-09-27T00:00:00"}
