{"id":"https://openalex.org/W2820158891","doi":"https://doi.org/10.1109/rcis.2018.8406669","title":"Machine learning with Internet of Things data for risk prediction: Application in ESRD","display_name":"Machine learning with Internet of Things data for risk prediction: Application in ESRD","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2820158891","doi":"https://doi.org/10.1109/rcis.2018.8406669","mag":"2820158891"},"language":"en","primary_location":{"id":"doi:10.1109/rcis.2018.8406669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rcis.2018.8406669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 12th International Conference on Research Challenges in Information Science (RCIS)","raw_type":"proceedings-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/A5082185496","display_name":"Zeineb Fki","orcid":"https://orcid.org/0000-0002-8731-8833"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Zeineb Fki","raw_affiliation_strings":["REGIM-Lab.:REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, Sfax, 3038, Tunisia"],"affiliations":[{"raw_affiliation_string":"REGIM-Lab.:REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, Sfax, 3038, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042162788","display_name":"Boudour Ammar","orcid":"https://orcid.org/0000-0002-4934-1573"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Boudour Ammar","raw_affiliation_strings":["REGIM-Lab.:REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, Sfax, 3038, Tunisia"],"affiliations":[{"raw_affiliation_string":"REGIM-Lab.:REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, Sfax, 3038, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005469667","display_name":"Mounir Ben Ayed","orcid":"https://orcid.org/0000-0002-0245-2217"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mounir Ben Ayed","raw_affiliation_strings":["REGIM-Lab.:REsearch Groups in Intelligent Machines University of Sfax, Faculty of Science of Sfax (FSS) Road of Soukra km 4, Sfax, 3038, Tunisia"],"affiliations":[{"raw_affiliation_string":"REGIM-Lab.:REsearch Groups in Intelligent Machines University of Sfax, Faculty of Science of Sfax (FSS) Road of Soukra km 4, Sfax, 3038, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082185496"],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":null,"apc_paid":null,"fwci":1.4763,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.84154808,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9954000115394592,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9954000115394592,"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/T14189","display_name":"Intravenous Infusion Technology and Safety","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9871000051498413,"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":0.7715188264846802},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7444609999656677},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5130394697189331},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4934307634830475},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4839742183685303},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.46877947449684143},{"id":"https://openalex.org/keywords/dialysis","display_name":"Dialysis","score":0.46783366799354553},{"id":"https://openalex.org/keywords/end-stage-renal-disease","display_name":"End stage renal disease","score":0.45245182514190674},{"id":"https://openalex.org/keywords/open-research","display_name":"Open research","score":0.45012757182121277},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4126877784729004},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.392593115568161},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2727009952068329},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.25789445638656616},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23887619376182556},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13098549842834473}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7715188264846802},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7444609999656677},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5130394697189331},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4934307634830475},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4839742183685303},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.46877947449684143},{"id":"https://openalex.org/C2779978075","wikidata":"https://www.wikidata.org/wiki/Q202301","display_name":"Dialysis","level":2,"score":0.46783366799354553},{"id":"https://openalex.org/C3019040382","wikidata":"https://www.wikidata.org/wiki/Q476921","display_name":"End stage renal disease","level":3,"score":0.45245182514190674},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.45012757182121277},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4126877784729004},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.392593115568161},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2727009952068329},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.25789445638656616},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23887619376182556},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13098549842834473},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/rcis.2018.8406669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rcis.2018.8406669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 12th International Conference on Research Challenges in Information Science (RCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W91108901","https://openalex.org/W1188824682","https://openalex.org/W1663973292","https://openalex.org/W2002312823","https://openalex.org/W2003079808","https://openalex.org/W2010520337","https://openalex.org/W2030750663","https://openalex.org/W2035578048","https://openalex.org/W2061469216","https://openalex.org/W2064524480","https://openalex.org/W2114623221","https://openalex.org/W2183723841","https://openalex.org/W2266982813","https://openalex.org/W2323088243","https://openalex.org/W2494555525","https://openalex.org/W2512827249","https://openalex.org/W2531320996","https://openalex.org/W2547123577","https://openalex.org/W2585008544","https://openalex.org/W2589424211","https://openalex.org/W2593777340","https://openalex.org/W2606555567","https://openalex.org/W2640290009","https://openalex.org/W2726150830","https://openalex.org/W2746785686","https://openalex.org/W2752051970","https://openalex.org/W2754802194","https://openalex.org/W2765355882","https://openalex.org/W2780615242","https://openalex.org/W2886554242","https://openalex.org/W3099185017","https://openalex.org/W3101718302","https://openalex.org/W3192788009"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W3011119583","https://openalex.org/W2348846018","https://openalex.org/W4380489671"],"abstract_inverted_index":{"Connected":[0],"objects":[1],"are":[2],"the":[3,22,57],"key":[4],"for":[5,9,36],"many":[6,61],"intelligent":[7],"systems":[8],"instance,":[10],"direct":[11],"access":[12],"to":[13,29,81,97],"physical":[14],"and":[15,18,117],"physiological":[16],"values":[17],"collecting":[19,65],"information":[20,69],"about":[21,114],"human":[23],"body.":[24],"Our":[25],"research":[26,96],"works":[27],"aim":[28],"develop":[30,98],"non-invasive":[31],"methods":[32],"that":[33],"predict":[34,82],"risk":[35],"dialysis":[37,83],"patient":[38],"in":[39,64,79],"End-Stage":[40],"Renal":[41],"Disease":[42],"(ESRD)":[43],"at":[44],"a":[45,99],"smart":[46],"home":[47],"care":[48],"system":[49],"based":[50],"on":[51],"Internet":[52],"of":[53],"Things":[54],"(IoT).":[55],"However,":[56],"IoT":[58,86],"components":[59],"pose":[60],"new":[62],"challenges":[63],"more":[66],"fine":[67],"grained":[68],"called":[70],"biomarkers.":[71],"In":[72],"this":[73,90],"paper,":[74],"we":[75,92],"describe":[76],"our":[77,94],"work":[78],"progress":[80],"biomarkers":[84],"from":[85],"sensors.":[87],"To":[88],"address":[89],"problem,":[91],"present":[93],"ongoing":[95],"modern":[100],"data":[101],"analytics":[102],"environment":[103],"using":[104],"machine":[105],"learning":[106],"techniques.":[107],"This":[108],"paper":[109],"gives":[110],"also":[111],"an":[112],"overview":[113],"literature":[115],"review":[116],"discusses":[118],"open":[119],"issues.":[120]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
