{"id":"https://openalex.org/W2190323208","doi":"https://doi.org/10.3233/ais-150330","title":"Sensor based efficient decision making framework for remote healthcare","display_name":"Sensor based efficient decision making framework for remote healthcare","publication_year":2015,"publication_date":"2015-07-13","ids":{"openalex":"https://openalex.org/W2190323208","doi":"https://doi.org/10.3233/ais-150330","mag":"2190323208"},"language":"en","primary_location":{"id":"doi:10.3233/ais-150330","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ais-150330","pdf_url":null,"source":{"id":"https://openalex.org/S2492266406","display_name":"Journal of Ambient Intelligence and Smart Environments","issn_l":"1876-1364","issn":["1876-1364","1876-1372"],"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":"Journal of Ambient Intelligence and Smart Environments","raw_type":"journal-article"},"type":"article","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/A5005352936","display_name":"Kirupa Ganapathy","orcid":"https://orcid.org/0000-0003-3462-229X"},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Kirupa Ganapathy","raw_affiliation_strings":["Department of Information Technology, Anna University, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Anna University, Tamilnadu, India","institution_ids":["https://openalex.org/I33585257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051485406","display_name":"V. Vaidehi","orcid":"https://orcid.org/0000-0002-2293-4934"},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Vaidehi","raw_affiliation_strings":["Department of Information Technology, Anna University, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Anna University, Tamilnadu, India","institution_ids":["https://openalex.org/I33585257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007252492","display_name":"Dhivya Poorani","orcid":null},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dhivya Poorani","raw_affiliation_strings":["Department of Information Technology, Anna University, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Anna University, Tamilnadu, India","institution_ids":["https://openalex.org/I33585257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005352936"],"corresponding_institution_ids":["https://openalex.org/I33585257"],"apc_list":null,"apc_paid":null,"fwci":0.3682,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.69034538,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"7","issue":"4","first_page":"461","last_page":"481"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9987000226974487,"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":0.9987000226974487,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9915000200271606,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9804999828338623,"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/computer-science","display_name":"Computer science","score":0.8458802700042725},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.6384150981903076},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6021077632904053},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5523739457130432},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5202297568321228},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.5193265676498413},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5057673454284668},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5028781294822693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4912416338920593},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4907175302505493},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4333614706993103},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.42198628187179565}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8458802700042725},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.6384150981903076},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6021077632904053},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5523739457130432},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5202297568321228},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.5193265676498413},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5057673454284668},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5028781294822693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4912416338920593},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4907175302505493},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4333614706993103},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.42198628187179565},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ais-150330","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ais-150330","pdf_url":null,"source":{"id":"https://openalex.org/S2492266406","display_name":"Journal of Ambient Intelligence and Smart Environments","issn_l":"1876-1364","issn":["1876-1364","1876-1372"],"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":"Journal of Ambient Intelligence and Smart Environments","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1603632466","https://openalex.org/W1625346917","https://openalex.org/W1897559302","https://openalex.org/W1915297548","https://openalex.org/W1967636208","https://openalex.org/W1969364262","https://openalex.org/W1977577985","https://openalex.org/W1985253969","https://openalex.org/W1988105568","https://openalex.org/W1989977532","https://openalex.org/W2000503364","https://openalex.org/W2007717933","https://openalex.org/W2023453288","https://openalex.org/W2029887827","https://openalex.org/W2034126924","https://openalex.org/W2037345298","https://openalex.org/W2045946501","https://openalex.org/W2054077254","https://openalex.org/W2076068958","https://openalex.org/W2081114569","https://openalex.org/W2081241079","https://openalex.org/W2090927324","https://openalex.org/W2096300942","https://openalex.org/W2098422376","https://openalex.org/W2100591482","https://openalex.org/W2100859170","https://openalex.org/W2105449668","https://openalex.org/W2107356856","https://openalex.org/W2109507061","https://openalex.org/W2116341417","https://openalex.org/W2122952739","https://openalex.org/W2125838338","https://openalex.org/W2126224881","https://openalex.org/W2127494598","https://openalex.org/W2128478071","https://openalex.org/W2131368080","https://openalex.org/W2134426937","https://openalex.org/W2137918699","https://openalex.org/W2141981563","https://openalex.org/W2144836231","https://openalex.org/W2147036066","https://openalex.org/W2148423395","https://openalex.org/W2152449912","https://openalex.org/W2153573220","https://openalex.org/W2158687284","https://openalex.org/W2160860215","https://openalex.org/W2161826908","https://openalex.org/W2163991508","https://openalex.org/W2164732127","https://openalex.org/W2167190135","https://openalex.org/W2169138660","https://openalex.org/W2170724010","https://openalex.org/W2209793298","https://openalex.org/W2622436017","https://openalex.org/W3146331408","https://openalex.org/W6639896794","https://openalex.org/W6640093653","https://openalex.org/W6644860063","https://openalex.org/W6653982138","https://openalex.org/W6669623843","https://openalex.org/W6673158675","https://openalex.org/W6676362877"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W4205463238","https://openalex.org/W259157601","https://openalex.org/W2761785940","https://openalex.org/W2110523656","https://openalex.org/W2167155152","https://openalex.org/W103069296","https://openalex.org/W787402332"],"abstract_inverted_index":{"The":[0],"increase":[1],"in":[2,54,110,118,177],"demand":[3],"of":[4,13,101,161],"remote":[5],"health":[6,26],"monitoring":[7,27],"for":[8,17,45,77,98,126,136,145,174,188],"elderly":[9],"motivates":[10],"the":[11,159,162],"development":[12],"a":[14,55,74],"novel":[15],"framework":[16,85],"decision":[18,190],"making":[19,191],"under":[20],"realistic":[21],"conditions.":[22],"Existing":[23,58],"works":[24],"on":[25,30,62],"focuses":[28],"more":[29],"sensor":[31,102],"development,":[32],"security,":[33],"data":[34],"collection":[35],"and":[36,50,91,113,129,148,164,181],"feature":[37],"extraction.":[38],"But,":[39],"there":[40],"is":[41],"no":[42],"so":[43],"lution":[44],"analyzing":[46],"multidimensional":[47],"physiological":[48],"parameters":[49,90,112,183],"activity":[51,114,127,138,150,153],"recognition":[52,115,154],"integrated":[53],"single":[56],"system.":[57],"systems":[59,155],"compromises":[60],"either":[61],"accuracy":[63],"or":[64,192],"detection":[65,109,147,176],"time.":[66],"To":[67],"overcome":[68],"these":[69],"issues,":[70],"this":[71],"paper":[72],"proposes":[73],"new":[75],"idea":[76],"an":[78],"automated":[79],"Sensor":[80],"based":[81],"Decision":[82,171],"Making":[83],"(SbDM)":[84],"that":[86],"categorizes":[87],"activity,":[88],"vital":[89,111,178,182],"uses":[92],"Open":[93],"Geo-spatial":[94],"Consortium":[95],"(OGC)":[96],"standard":[97],"web":[99],"enablement":[100],"data.":[103],"Two":[104],"schemes":[105],"such":[106],"as":[107],"abnormality":[108,175],"are":[116,143,185],"proposed":[117],"SbDM.":[119],"SbDM":[120,168],"combine":[121],"generative":[122],"Hidden":[123],"Markov":[124],"Model":[125],"prediction":[128],"discriminative":[130],"Adaptive":[131],"Neuro":[132],"Fuzzy":[133],"Inference":[134],"System":[135],"accurate":[137,149],"classification.":[139],"These":[140],"two":[141],"modules":[142],"combined":[144],"early":[146],"recognition.":[151],"Combined":[152],"help":[156],"to":[157],"improve":[158],"reliability":[160],"system":[163],"reduce":[165],"false":[166],"decision.":[167],"also":[169],"implements":[170],"Tree":[172],"Pruning":[173],"parameters.":[179],"Activity":[180],"measurements":[184],"closely":[186],"related":[187],"future":[189],"alert":[193],"generation.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}