{"id":"https://openalex.org/W4319021107","doi":"https://doi.org/10.3390/a16020081","title":"A Data Analysis Smart System for the Optimal Deployment of Nanosensors in the Context of an eHealth Application","display_name":"A Data Analysis Smart System for the Optimal Deployment of Nanosensors in the Context of an eHealth Application","publication_year":2023,"publication_date":"2023-02-02","ids":{"openalex":"https://openalex.org/W4319021107","doi":"https://doi.org/10.3390/a16020081"},"language":"en","primary_location":{"id":"doi:10.3390/a16020081","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a16020081","pdf_url":"https://www.mdpi.com/1999-4893/16/2/81/pdf?version=1675316727","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/16/2/81/pdf?version=1675316727","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112692423","display_name":"Alberto Fern\u00e1ndez L\u00f3pez","orcid":null},"institutions":[{"id":"https://openalex.org/I203303854","display_name":"University of the Andes","ror":"https://ror.org/02h1b1x27","country_code":"VE","type":"education","lineage":["https://openalex.org/I203303854"]}],"countries":["VE"],"is_corresponding":false,"raw_author_name":"Alberto Lopez","raw_affiliation_strings":["CEMISID, N\u00facleo La Hechicera, Universidad de Los Andes, M\u00e9rida 5101, Venezuela"],"affiliations":[{"raw_affiliation_string":"CEMISID, N\u00facleo La Hechicera, Universidad de Los Andes, M\u00e9rida 5101, Venezuela","institution_ids":["https://openalex.org/I203303854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042045106","display_name":"Jos\u00e9 Aguilar","orcid":"https://orcid.org/0000-0003-4194-6882"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]},{"id":"https://openalex.org/I203303854","display_name":"University of the Andes","ror":"https://ror.org/02h1b1x27","country_code":"VE","type":"education","lineage":["https://openalex.org/I203303854"]},{"id":"https://openalex.org/I2802499160","display_name":"IMDEA Networks","ror":"https://ror.org/04mm9fg30","country_code":"ES","type":"facility","lineage":["https://openalex.org/I105140100","https://openalex.org/I2802499160"]},{"id":"https://openalex.org/I862322245","display_name":"Universidad EAFIT","ror":"https://ror.org/03y3y9v44","country_code":"CO","type":"education","lineage":["https://openalex.org/I862322245"]}],"countries":["CO","ES","VE"],"is_corresponding":true,"raw_author_name":"Jose Aguilar","raw_affiliation_strings":["CEMISID, N\u00facleo La Hechicera, Universidad de Los Andes, M\u00e9rida 5101, Venezuela","Dpto de Automatica, Universidad de Alcala, 28054 Alcala de Henares, Spain","GIDITIC, Universidad EAFIT, Medell\u00edn 050022, Colombia","IMDEA Networks Institute, 28918 Legan\u00e9s, Spain"],"affiliations":[{"raw_affiliation_string":"CEMISID, N\u00facleo La Hechicera, Universidad de Los Andes, M\u00e9rida 5101, Venezuela","institution_ids":["https://openalex.org/I203303854"]},{"raw_affiliation_string":"Dpto de Automatica, Universidad de Alcala, 28054 Alcala de Henares, Spain","institution_ids":["https://openalex.org/I189268942"]},{"raw_affiliation_string":"GIDITIC, Universidad EAFIT, Medell\u00edn 050022, Colombia","institution_ids":["https://openalex.org/I862322245"]},{"raw_affiliation_string":"IMDEA Networks Institute, 28918 Legan\u00e9s, Spain","institution_ids":["https://openalex.org/I2802499160"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5042045106"],"corresponding_institution_ids":["https://openalex.org/I189268942","https://openalex.org/I203303854","https://openalex.org/I2802499160","https://openalex.org/I862322245"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.675,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.63433969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"16","issue":"2","first_page":"81","last_page":"81"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13052","display_name":"Molecular Communication and Nanonetworks","score":0.8282999992370605,"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"}},"topics":[{"id":"https://openalex.org/T13052","display_name":"Molecular Communication and Nanonetworks","score":0.8282999992370605,"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/T13038","display_name":"Internet of Things and AI","score":0.7505000233650208,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/software-deployment","display_name":"Software deployment","score":0.7002986669540405},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6986172199249268},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.641549825668335},{"id":"https://openalex.org/keywords/ehealth","display_name":"eHealth","score":0.5839653611183167},{"id":"https://openalex.org/keywords/nanosensor","display_name":"Nanosensor","score":0.4986686706542969},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.48246151208877563},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4609798192977905},{"id":"https://openalex.org/keywords/mean-corpuscular-volume","display_name":"Mean corpuscular volume","score":0.4301723837852478},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.29968032240867615},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15775004029273987},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.15702494978904724},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.09223979711532593},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.08563268184661865}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7002986669540405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6986172199249268},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.641549825668335},{"id":"https://openalex.org/C202645933","wikidata":"https://www.wikidata.org/wiki/Q4930","display_name":"eHealth","level":3,"score":0.5839653611183167},{"id":"https://openalex.org/C41858301","wikidata":"https://www.wikidata.org/wiki/Q2327870","display_name":"Nanosensor","level":2,"score":0.4986686706542969},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.48246151208877563},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4609798192977905},{"id":"https://openalex.org/C2781058662","wikidata":"https://www.wikidata.org/wiki/Q1358504","display_name":"Mean corpuscular volume","level":3,"score":0.4301723837852478},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29968032240867615},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15775004029273987},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.15702494978904724},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.09223979711532593},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.08563268184661865},{"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/C2780959883","wikidata":"https://www.wikidata.org/wiki/Q111146","display_name":"Hematocrit","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/a16020081","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a16020081","pdf_url":"https://www.mdpi.com/1999-4893/16/2/81/pdf?version=1675316727","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2e80b8b26920450c8cbecc542fe4643d","is_oa":true,"landing_page_url":"https://doaj.org/article/2e80b8b26920450c8cbecc542fe4643d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 16, Iss 2, p 81 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-4893/16/2/81/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/a16020081","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/a16020081","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a16020081","pdf_url":"https://www.mdpi.com/1999-4893/16/2/81/pdf?version=1675316727","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4319021107.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W90548599","https://openalex.org/W1992413825","https://openalex.org/W2071156384","https://openalex.org/W2102618837","https://openalex.org/W2112258271","https://openalex.org/W2121521140","https://openalex.org/W2122144819","https://openalex.org/W2122701100","https://openalex.org/W2298455920","https://openalex.org/W2340426395","https://openalex.org/W2396191367","https://openalex.org/W2505204591","https://openalex.org/W2604425578","https://openalex.org/W2619977711","https://openalex.org/W2736265420","https://openalex.org/W2778399439","https://openalex.org/W2782788083","https://openalex.org/W2893835498","https://openalex.org/W2899591496","https://openalex.org/W2914838520","https://openalex.org/W2947171806","https://openalex.org/W2954016270","https://openalex.org/W2968470226","https://openalex.org/W2970942213","https://openalex.org/W2990879567","https://openalex.org/W3005306348","https://openalex.org/W3014408296","https://openalex.org/W3033310317","https://openalex.org/W3036720070","https://openalex.org/W3091684735","https://openalex.org/W3128374641","https://openalex.org/W3189937359","https://openalex.org/W4294816471","https://openalex.org/W6603650604","https://openalex.org/W6678459468","https://openalex.org/W6697856448"],"related_works":["https://openalex.org/W3126872468","https://openalex.org/W2188796877","https://openalex.org/W3043329414","https://openalex.org/W2319271163","https://openalex.org/W4297682646","https://openalex.org/W2089770167","https://openalex.org/W4308190148","https://openalex.org/W2196310376","https://openalex.org/W2197384375","https://openalex.org/W2026647861"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,6,27,45,51,60,69,80,92,99,115,121,126,152,155,166,170,175,184,187],"utilization":[4],"of":[5,12,68,73,95,102,107,118,154,177,186],"Data":[7],"Analysis":[8],"Smart":[9],"System":[10],"(DASS)":[11],"ARMNANO":[13],"in":[14,18,120,140,165],"a":[15,23,130,147],"nanotechnology":[16],"application":[17,106],"electronic":[19],"health.":[20],"We":[21],"made":[22],"special":[24],"approach":[25],"to":[26,38,90,113,123,162,169],"liver":[28,43,103,127,188],"situation":[29],"for":[30,98,150],"patients":[31],"that":[32,77],"have":[33],"been":[34],"monitored":[35],"with":[36],"respect":[37],"two":[39,70,141],"variables":[40,56],"concerning":[41],"their":[42],"status:":[44],"Mean":[46],"Corpuscular":[47],"Volume":[48],"(MCV)":[49],"and":[50,144],"Alkaline":[52],"phosphotas":[53],"(ALKPHOS).":[54],"These":[55],"are":[57],"analyzed":[58],"using":[59],"autonomous":[61],"cycle":[62],"\u201cConditioning":[63],"Thinking":[64],"Mode\u201d":[65],"(CTM),":[66],"one":[67],"autonomic":[71],"cycles":[72],"data":[74,132],"analysis":[75],"tasks":[76],"make":[78],"up":[79],"DASS.":[81],"In":[82,134],"this":[83],"sense,":[84],"an":[85],"optimization":[86],"problem":[87],"is":[88,161],"defined":[89],"determine":[91,125],"optimal":[93,116],"deployment":[94],"nanosensors":[96],"(NSs)":[97],"proper":[100],"determination":[101],"status.":[104],"The":[105,158],"genetic":[108],"algorithms":[109],"(GA)":[110],"allows":[111],"us":[112],"find":[114],"number":[117],"NSs":[119,164],"system":[122],"precisely":[124],"status,":[128],"avoiding":[129],"large":[131],"volume.":[133],"total,":[135],"we":[136],"evaluated":[137],"its":[138],"implementation":[139],"case":[142],"studies":[143],"carried":[145],"out":[146],"hyperparameterization":[148],"process":[149],"assuring":[151],"definition":[153],"key":[156],"parameters.":[157],"greatest":[159],"propensity":[160],"place":[163],"regions":[167],"close":[168],"liver,":[171],"becoming":[172],"saturated":[173],"as":[174],"amount":[176],"SNs":[178],"increases":[179],"(they":[180],"do":[181],"not":[182],"improve":[183],"quality":[185],"status":[189],"value).":[190]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}