{"id":"https://openalex.org/W2915822538","doi":"https://doi.org/10.1109/glocom.2018.8647536","title":"Bootstrap-Based Quality Metric for Scarce Sensing Systems","display_name":"Bootstrap-Based Quality Metric for Scarce Sensing Systems","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2915822538","doi":"https://doi.org/10.1109/glocom.2018.8647536","mag":"2915822538"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2018.8647536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2018.8647536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Communications Conference (GLOBECOM)","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/A5007995763","display_name":"Sherif B. Azmy","orcid":"https://orcid.org/0000-0002-1583-9998"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Sherif B. Azmy","raw_affiliation_strings":["College of Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006470486","display_name":"Nizar Zorba","orcid":"https://orcid.org/0000-0002-0527-6087"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Nizar Zorba","raw_affiliation_strings":["College of Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021196543","display_name":"Hossam S. Hassanein","orcid":"https://orcid.org/0000-0003-0260-8979"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Hossam S. Hassanein","raw_affiliation_strings":["College of Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007995763"],"corresponding_institution_ids":["https://openalex.org/I60342839"],"apc_list":null,"apc_paid":null,"fwci":1.5757,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86751965,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"65","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9939000010490417,"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"}},{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9739999771118164,"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/metric","display_name":"Metric (unit)","score":0.7580164074897766},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.7389281988143921},{"id":"https://openalex.org/keywords/statistic","display_name":"Statistic","score":0.6298174858093262},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.605912446975708},{"id":"https://openalex.org/keywords/sample-size-determination","display_name":"Sample size determination","score":0.5321869850158691},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5302388668060303},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4766331911087036},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.46928393840789795},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.39524564146995544},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3475877344608307},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34306615591049194},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29992055892944336},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22873592376708984},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11053654551506042}],"concepts":[{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.7580164074897766},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7389281988143921},{"id":"https://openalex.org/C89128539","wikidata":"https://www.wikidata.org/wiki/Q1949963","display_name":"Statistic","level":2,"score":0.6298174858093262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.605912446975708},{"id":"https://openalex.org/C129848803","wikidata":"https://www.wikidata.org/wiki/Q2564360","display_name":"Sample size determination","level":2,"score":0.5321869850158691},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5302388668060303},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4766331911087036},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.46928393840789795},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.39524564146995544},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3475877344608307},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34306615591049194},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29992055892944336},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22873592376708984},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11053654551506042},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/glocom.2018.8647536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2018.8647536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/12867","is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/12867","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1994500462","https://openalex.org/W1996501388","https://openalex.org/W2024112601","https://openalex.org/W2040975718","https://openalex.org/W2117897510","https://openalex.org/W2255665663","https://openalex.org/W2293066912","https://openalex.org/W2295662171","https://openalex.org/W2338990760","https://openalex.org/W2473808492","https://openalex.org/W2524537815","https://openalex.org/W2572186900","https://openalex.org/W2574524600","https://openalex.org/W2885431016","https://openalex.org/W4229530126","https://openalex.org/W4239954780","https://openalex.org/W4285719527","https://openalex.org/W6727735204","https://openalex.org/W6732059759"],"related_works":["https://openalex.org/W3006513224","https://openalex.org/W2046456988","https://openalex.org/W2359776416","https://openalex.org/W2357409937","https://openalex.org/W2510582230","https://openalex.org/W2978674666","https://openalex.org/W2074430941","https://openalex.org/W2113096305","https://openalex.org/W2531910675","https://openalex.org/W4249469540"],"abstract_inverted_index":{"This":[0,67],"paper":[1],"considers":[2],"Mobile":[3],"Crowd-Sensing":[4],"(MCS)":[5],"systems":[6],"that":[7,97],"suffer":[8],"from":[9],"scarce":[10],"participant":[11],"availability":[12],"due":[13],"to":[14,101,175,178],"small":[15,24,49,84,151],"sample":[16,25,28,50,85],"sizes":[17,51,86],"in":[18,29,88],"each":[19],"sensing":[20,91],"cycle.":[21],"With":[22],"such":[23],"sizes,":[26],"a":[27,41],"error":[30],"would":[31],"dramatically":[32],"affect":[33],"the":[34,53,56,60,75,80,103,106,111,124,129,134,141,164,168],"MCS":[35,89,99],"system":[36],"performance.":[37],"Therefore,":[38],"we":[39,172],"propose":[40],"novel":[42],"quality":[43,78,146,158],"of":[44,77,83,105,113,122,136,159,166],"source":[45,160],"metric":[46,144,161],"targeted":[47],"for":[48,148],"through":[52],"non-parametric":[54],"bootstrap,":[55,142],"trimmed":[57],"mean,":[58],"and":[59,72,108,132,171],"Median":[61],"Absolute":[62],"Deviation":[63],"Trimming-based":[64],"mean":[65],"(MAD-mean).":[66],"statistic":[68],"permits":[69],"outlier":[70],"detection,":[71],"therefore":[73,109,133],"allows":[74,98,145],"estimation":[76,147],"under":[79],"stringent":[81],"conditions":[82],"present":[87],"independent":[90],"cycles.":[92],"We":[93,154],"introduce":[94],"an":[95],"algorithm":[96],"administrators":[100],"control":[102,110,117],"accuracy":[104],"metric,":[107],"range":[112],"accepted":[114],"values.":[115],"Such":[116],"is":[118],"achieved":[119],"by":[120],"means":[121],"introducing":[123],"MAD-mean,":[125],"which":[126],"deliberately":[127],"widens":[128],"statistic's":[130],"distribution,":[131],"perception":[135],"quality.":[137],"In":[138],"combination":[139],"with":[140],"our":[143,156],"samples":[149],"as":[150,152],"8.":[153],"develop":[155],"robust":[157],"algorithm,":[162],"showing":[163],"impact":[165],"all":[167],"involved":[169],"parameters;":[170],"compare":[173],"it":[174],"computer":[176],"simulations":[177],"demonstrate":[179],"its":[180],"viability.":[181]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
