{"id":"https://openalex.org/W3096646121","doi":"https://doi.org/10.1109/jiot.2020.3035248","title":"Data Reduction Model for Balancing Indexing and Securing Resources in the Internet-of-Things Applications","display_name":"Data Reduction Model for Balancing Indexing and Securing Resources in the Internet-of-Things Applications","publication_year":2020,"publication_date":"2020-11-02","ids":{"openalex":"https://openalex.org/W3096646121","doi":"https://doi.org/10.1109/jiot.2020.3035248","mag":"3096646121"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2020.3035248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.3035248","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","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/A5028509975","display_name":"Mina Younan","orcid":"https://orcid.org/0000-0003-1195-6182"},"institutions":[{"id":"https://openalex.org/I89466785","display_name":"Minia University","ror":"https://ror.org/02hcv4z63","country_code":"EG","type":"education","lineage":["https://openalex.org/I89466785"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mina Younan","raw_affiliation_strings":["Faculty of Computers and Information, Minia University, Minya, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-1195-6182","affiliations":[{"raw_affiliation_string":"Faculty of Computers and Information, Minia University, Minya, Egypt","institution_ids":["https://openalex.org/I89466785"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000985289","display_name":"Mohamed Elhoseny","orcid":"https://orcid.org/0000-0001-6347-8368"},"institutions":[{"id":"https://openalex.org/I89466785","display_name":"Minia University","ror":"https://ror.org/02hcv4z63","country_code":"EG","type":"education","lineage":["https://openalex.org/I89466785"]},{"id":"https://openalex.org/I91600406","display_name":"American University in the Emirates","ror":"https://ror.org/056c6h780","country_code":"AE","type":"education","lineage":["https://openalex.org/I91600406"]}],"countries":["AE","EG"],"is_corresponding":false,"raw_author_name":"Mohamed Elhoseny","raw_affiliation_strings":["American University in the Emirates, Dubai, UAE","Faculty of Computers and Information, Minia University, Minya, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-6347-8368","affiliations":[{"raw_affiliation_string":"American University in the Emirates, Dubai, UAE","institution_ids":["https://openalex.org/I91600406"]},{"raw_affiliation_string":"Faculty of Computers and Information, Minia University, Minya, Egypt","institution_ids":["https://openalex.org/I89466785"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079318623","display_name":"Abd El-mageid A. Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I89466785","display_name":"Minia University","ror":"https://ror.org/02hcv4z63","country_code":"EG","type":"education","lineage":["https://openalex.org/I89466785"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Abd El-Mageid A. Ali","raw_affiliation_strings":["Faculty of Computers and Information, Minia University, Minya, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computers and Information, Minia University, Minya, Egypt","institution_ids":["https://openalex.org/I89466785"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056436780","display_name":"Essam H. Houssein","orcid":"https://orcid.org/0000-0002-8127-7233"},"institutions":[{"id":"https://openalex.org/I89466785","display_name":"Minia University","ror":"https://ror.org/02hcv4z63","country_code":"EG","type":"education","lineage":["https://openalex.org/I89466785"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Essam H. Houssein","raw_affiliation_strings":["Faculty of Computers and Information, Minia University, Minya, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-8127-7233","affiliations":[{"raw_affiliation_string":"Faculty of Computers and Information, Minia University, Minya, Egypt","institution_ids":["https://openalex.org/I89466785"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2272,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.88833513,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":"7","first_page":"5953","last_page":"5972"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9922999739646912,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.988099992275238,"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":0.8828752040863037},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.7407311797142029},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.7121307253837585},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5688600540161133},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5682127475738525},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5400524735450745},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5332514643669128},{"id":"https://openalex.org/keywords/dynamic-time-warping","display_name":"Dynamic time warping","score":0.4740288555622101},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4505477845668793},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.291265070438385},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.28740596771240234},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19057539105415344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8828752040863037},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.7407311797142029},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.7121307253837585},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5688600540161133},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5682127475738525},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5400524735450745},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5332514643669128},{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.4740288555622101},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4505477845668793},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.291265070438385},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.28740596771240234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19057539105415344}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2020.3035248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.3035248","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5799999833106995,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":103,"referenced_works":["https://openalex.org/W335370180","https://openalex.org/W1498903151","https://openalex.org/W1545099645","https://openalex.org/W1553023320","https://openalex.org/W1799181528","https://openalex.org/W2019599312","https://openalex.org/W2021714228","https://openalex.org/W2026743568","https://openalex.org/W2043267967","https://openalex.org/W2043708011","https://openalex.org/W2052938009","https://openalex.org/W2055663168","https://openalex.org/W2062978452","https://openalex.org/W2066796814","https://openalex.org/W2094547360","https://openalex.org/W2096575864","https://openalex.org/W2110173519","https://openalex.org/W2115062372","https://openalex.org/W2116090163","https://openalex.org/W2134295053","https://openalex.org/W2136154918","https://openalex.org/W2144902422","https://openalex.org/W2144994235","https://openalex.org/W2148251644","https://openalex.org/W2153166794","https://openalex.org/W2163815791","https://openalex.org/W2164680510","https://openalex.org/W2184296041","https://openalex.org/W2197305145","https://openalex.org/W2209508536","https://openalex.org/W2294018787","https://openalex.org/W2398004122","https://openalex.org/W2399776066","https://openalex.org/W2407961458","https://openalex.org/W2465998890","https://openalex.org/W2512104694","https://openalex.org/W2518937691","https://openalex.org/W2547133118","https://openalex.org/W2548632576","https://openalex.org/W2549896845","https://openalex.org/W2552327015","https://openalex.org/W2580009966","https://openalex.org/W2584816862","https://openalex.org/W2586923239","https://openalex.org/W2587344099","https://openalex.org/W2596636257","https://openalex.org/W2604487953","https://openalex.org/W2606537796","https://openalex.org/W2615168981","https://openalex.org/W2615609169","https://openalex.org/W2615758719","https://openalex.org/W2739891099","https://openalex.org/W2748560529","https://openalex.org/W2753760318","https://openalex.org/W2755921115","https://openalex.org/W2768696376","https://openalex.org/W2777788452","https://openalex.org/W2784489644","https://openalex.org/W2787109715","https://openalex.org/W2788333682","https://openalex.org/W2790100710","https://openalex.org/W2790123945","https://openalex.org/W2791099390","https://openalex.org/W2791225369","https://openalex.org/W2791950267","https://openalex.org/W2792014895","https://openalex.org/W2794587399","https://openalex.org/W2803021247","https://openalex.org/W2806610394","https://openalex.org/W2806665540","https://openalex.org/W2807345103","https://openalex.org/W2809442251","https://openalex.org/W2862390205","https://openalex.org/W2888542119","https://openalex.org/W2900562835","https://openalex.org/W2906253005","https://openalex.org/W2914440067","https://openalex.org/W2915168677","https://openalex.org/W2919748712","https://openalex.org/W2921424747","https://openalex.org/W2948766602","https://openalex.org/W2954402873","https://openalex.org/W2963628650","https://openalex.org/W2964156143","https://openalex.org/W2964345218","https://openalex.org/W2964867358","https://openalex.org/W2966059442","https://openalex.org/W2969468102","https://openalex.org/W2978420299","https://openalex.org/W2985655471","https://openalex.org/W2987094539","https://openalex.org/W2995265152","https://openalex.org/W3025619011","https://openalex.org/W3039352388","https://openalex.org/W6655383422","https://openalex.org/W6681302627","https://openalex.org/W6686258820","https://openalex.org/W6748838789","https://openalex.org/W6752225788","https://openalex.org/W6772212423","https://openalex.org/W6777476677","https://openalex.org/W6779988842","https://openalex.org/W6996475206"],"related_works":["https://openalex.org/W2129418437","https://openalex.org/W2008316021","https://openalex.org/W1583949593","https://openalex.org/W2333996189","https://openalex.org/W2511697190","https://openalex.org/W2574432753","https://openalex.org/W2036575842","https://openalex.org/W4312609022","https://openalex.org/W2376797789","https://openalex.org/W4808419"],"abstract_inverted_index":{"Evolution":[0],"of":[1,4,28,67,75,78,100,192],"the":[2,22,26,49,65,193,205],"Internet":[3],"Things":[5,188],"(IoT)":[6],"makes":[7],"a":[8,72,76,147,164],"revolution":[9],"in":[10,40,81],"connecting,":[11],"monitoring,":[12],"controlling,":[13],"and":[14,18,37,60,86,92,118,132,141,154,183,201,222],"managing":[15],"things,":[16],"objects,":[17],"almost":[19],"surroundings":[20],"through":[21],"Internet.":[23],"To":[24],"reveal":[25],"potential":[27],"IoT,":[29],"rich":[30],"knowledge":[31],"has":[32],"to":[33,64],"be":[34,220,230],"extracted,":[35],"indexed,":[36],"shared":[38],"securely":[39],"real":[41,82,199],"time.":[42],"Recent":[43],"comprehensive":[44],"researches":[45],"on":[46,51,172],"IoT":[47,68,88],"spot":[48],"light":[50],"main":[52],"correlative":[53],"challenges,":[54],"such":[55,116],"as":[56],"security,":[57],"scalability,":[58],"heterogeneity,":[59],"big":[61],"data.":[62],"Due":[63],"heterogeneity":[66],"applications":[69],"that":[70],"produce":[71],"large":[73],"volume":[74],"variety":[77],"data":[79,89,97,101,130,152,174,202,207,211],"streams":[80],"time,":[83],"mining,":[84],"securing,":[85],"analyzing":[87],"become":[90,123],"tedious":[91],"challenging":[93],"tasks.":[94],"Indexing":[95],"sensory":[96],"is":[98,212],"one":[99],"mining":[102],"techniques,":[103],"which":[104,161],"ease":[105],"information":[106],"retrieval.":[107],"But":[108],"ordinary":[109],"indexing":[110,170],"methods":[111],"are":[112,127],"not":[113],"fit":[114],"with":[115],"massive":[117],"dynamic":[119,151,157],"data;":[120],"where":[121],"indexes":[122,217],"out-of-date":[124],"once":[125],"they":[126],"built.":[128],"Clustering,":[129],"reduction,":[131],"summarization":[133,155],"present":[134],"promising":[135],"solutions":[136],"for":[137,150,167,186],"enabling":[138,168],"low-power":[139],"security":[140],"balanced":[142,165,169],"indexing.":[143],"This":[144],"article":[145],"presents":[146,163],"novel":[148],"method":[149],"reduction":[153],"using":[156,198,223],"time":[158],"warping":[159],"(DTW),":[160],"also":[162],"architecture":[166],"based":[171],"similarity":[173],"fusion.":[175],"Data":[176],"reduction-based":[177],"prediction":[178],"models":[179],"enable":[180],"real-time":[181],"search":[182],"secure":[184],"discovery":[185],"Smart":[187],"(SThs).":[189],"The":[190],"results":[191],"proposed":[194],"model":[195],"were":[196],"proved":[197],"examples":[200],"sets.":[203],"Using":[204],"Szeged-weather":[206],"set":[208],"similar":[209],"SThs":[210],"reduced":[213],"by":[214],"95%.":[215],"Thus,":[216],"sizes":[218],"could":[219,229],"reduced,":[221],"smart":[224],"scheduling,":[225],"crawling":[226],"cycle":[227],"length":[228],"expanded.":[231]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}