{"id":"https://openalex.org/W2739337603","doi":"https://doi.org/10.1109/etfa.2017.8247621","title":"Recognition of human activity based on probabilistic finite-state automata","display_name":"Recognition of human activity based on probabilistic finite-state automata","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2739337603","doi":"https://doi.org/10.1109/etfa.2017.8247621","mag":"2739337603"},"language":"en","primary_location":{"id":"doi:10.1109/etfa.2017.8247621","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2017.8247621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5000456536","display_name":"K\u00e9vin Viard","orcid":"https://orcid.org/0000-0003-2090-3699"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["FR","IT"],"is_corresponding":false,"raw_author_name":"K. Viard","raw_affiliation_strings":["Department of Electrical and Information Engineering, Polytechnic of Bari, Bari, Italy","LURPA, Universit\u00e9 Paris-Saclay, Cachan, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic of Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]},{"raw_affiliation_string":"LURPA, Universit\u00e9 Paris-Saclay, Cachan, France","institution_ids":["https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071850448","display_name":"Maria Pia Fanti","orcid":"https://orcid.org/0000-0002-8612-1852"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. P. Fanti","raw_affiliation_strings":["Department of Electrical and Information Engineering, Polytechnic of Bari, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic of Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015177346","display_name":"Gr\u00e9gory Faraut","orcid":"https://orcid.org/0000-0003-0388-932X"},"institutions":[{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"G. Faraut","raw_affiliation_strings":["Universite Paris-Sud, Orsay, \u00cele-de-France, FR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universite Paris-Sud, Orsay, \u00cele-de-France, FR","institution_ids":["https://openalex.org/I102197404"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109371524","display_name":"J-J. Lesage","orcid":null},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J-J. Lesage","raw_affiliation_strings":["LURPA, Universit\u00e9 Paris-Saclay, Cachan, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LURPA, Universit\u00e9 Paris-Saclay, Cachan, France","institution_ids":["https://openalex.org/I277688954"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0793,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.34352468,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9995999932289124,"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":0.9995999932289124,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9639000296592712,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9613000154495239,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.8311150670051575},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.7447330355644226},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.741066038608551},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6809861660003662},{"id":"https://openalex.org/keywords/finite-state-machine","display_name":"Finite-state machine","score":0.6740202903747559},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.6103532314300537},{"id":"https://openalex.org/keywords/probabilistic-automaton","display_name":"Probabilistic automaton","score":0.514313817024231},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5065087080001831},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4701507091522217},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.45297330617904663},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.43655261397361755},{"id":"https://openalex.org/keywords/activities-of-daily-living","display_name":"Activities of daily living","score":0.4303126335144043},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1616542935371399}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.8311150670051575},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.7447330355644226},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.741066038608551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6809861660003662},{"id":"https://openalex.org/C167822520","wikidata":"https://www.wikidata.org/wiki/Q176452","display_name":"Finite-state machine","level":2,"score":0.6740202903747559},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.6103532314300537},{"id":"https://openalex.org/C174784677","wikidata":"https://www.wikidata.org/wiki/Q176567","display_name":"Probabilistic automaton","level":3,"score":0.514313817024231},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5065087080001831},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4701507091522217},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.45297330617904663},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.43655261397361755},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.4303126335144043},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1616542935371399},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/etfa.2017.8247621","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2017.8247621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1497385253","https://openalex.org/W1637995666","https://openalex.org/W1963603065","https://openalex.org/W1969307352","https://openalex.org/W2054780155","https://openalex.org/W2121454513","https://openalex.org/W2122092249","https://openalex.org/W2125838338","https://openalex.org/W2158454296","https://openalex.org/W2163991508","https://openalex.org/W2341105960","https://openalex.org/W2572418934"],"related_works":["https://openalex.org/W2053269318","https://openalex.org/W2364370872","https://openalex.org/W2097963413","https://openalex.org/W2025614924","https://openalex.org/W2294335174","https://openalex.org/W3145575561","https://openalex.org/W103069296","https://openalex.org/W4248402004","https://openalex.org/W2122092249","https://openalex.org/W2724597727"],"abstract_inverted_index":{"Smart":[0],"home":[1],"technologies":[2],"are":[3,50,117,127],"a":[4,32,76,90,137],"promising":[5],"way":[6],"to":[7,36,81,104],"improve":[8],"health":[9],"safety":[10],"of":[11,24,26,101,107,123,132],"frail":[12],"people":[13],"living":[14,138],"alone":[15],"at":[16],"home.":[17],"They":[18],"allow":[19],"for":[20,53],"example":[21],"on-line":[22],"recognition":[23],"Activities":[25],"Daily":[27],"Living":[28],"(ADLs)":[29],"performed":[30,135],"by":[31],"person,":[33],"in":[34,59,136],"order":[35],"detect":[37,82],"dangerous":[38],"or":[39],"unusual":[40],"behaviour.":[41],"Since":[42],"human":[43],"behaviour":[44,110],"is":[45,70,85,97],"not":[46],"deterministic,":[47],"probabilistic":[48,63],"approaches":[49],"often":[51],"used":[52],"ADL":[54],"recognition,":[55],"despite":[56],"difficulties":[57],"encountered":[58],"model":[60],"building":[61],"and":[62],"indicators":[64],"computing.":[65],"In":[66],"this":[67,102],"paper,":[68],"it":[69],"proposed":[71],"an":[72,133],"approach,":[73],"based":[74],"on":[75,129],"Probabilistic":[77],"Finite":[78],"State":[79],"Automata,":[80],"which":[83],"activity":[84],"being":[86],"performed.":[87],"For":[88],"that":[89],"new":[91],"indicator,":[92],"called":[93],"the":[94,105,108,121,124,130],"normalised":[95],"likelihood,":[96],"proposed.":[98],"The":[99],"robustness":[100],"indicator":[103],"size":[106],"observed":[109],"as":[111,113],"well":[112],"its":[114],"computational":[115],"complexity":[116],"also":[118],"addressed.":[119],"Finally,":[120],"quality":[122],"obtained":[125],"results":[126],"discussed":[128],"basis":[131],"experiment":[134],"lab.":[139]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-19T15:00:24.278416","created_date":"2025-10-10T00:00:00"}