{"id":"https://openalex.org/W1967725071","doi":"https://doi.org/10.1108/17427371111146446","title":"Extreme learning machine for user location prediction in mobile environment","display_name":"Extreme learning machine for user location prediction in mobile environment","publication_year":2011,"publication_date":"2011-06-28","ids":{"openalex":"https://openalex.org/W1967725071","doi":"https://doi.org/10.1108/17427371111146446","mag":"1967725071"},"language":"en","primary_location":{"id":"doi:10.1108/17427371111146446","is_oa":false,"landing_page_url":"https://doi.org/10.1108/17427371111146446","pdf_url":null,"source":{"id":"https://openalex.org/S172682790","display_name":"International Journal of Pervasive Computing and Communications","issn_l":"1742-7371","issn":["1742-7371","1742-738X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pervasive Computing and Communications","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/A5055331226","display_name":"Teddy Mantoro","orcid":"https://orcid.org/0000-0003-2534-809X"},"institutions":[{"id":"https://openalex.org/I4164984","display_name":"International Islamic University Malaysia","ror":"https://ror.org/03s9hs139","country_code":"MY","type":"education","lineage":["https://openalex.org/I4164984"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Teddy Mantoro","raw_affiliation_strings":["Department of Computer Science, KICT, International Islamic University Malaysia, Kuala Lumpur, Malaysia","Department of Informatics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KICT, International Islamic University Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4164984"]},{"raw_affiliation_string":"Department of Informatics","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056570136","display_name":"Akeem Olowolayemo","orcid":"https://orcid.org/0000-0002-5991-454X"},"institutions":[{"id":"https://openalex.org/I4164984","display_name":"International Islamic University Malaysia","ror":"https://ror.org/03s9hs139","country_code":"MY","type":"education","lineage":["https://openalex.org/I4164984"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Akeem Olowolayemo","raw_affiliation_strings":["Department of Information Systems, KICT, International Islamic University Malaysia, Kuala Lumpur, Malaysia","#N#                  International Islamic University, Malaysia#N#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, KICT, International Islamic University Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4164984"]},{"raw_affiliation_string":"#N#                  International Islamic University, Malaysia#N#","institution_ids":["https://openalex.org/I4164984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009096022","display_name":"Sunday O. Olatunji","orcid":"https://orcid.org/0000-0003-2993-7641"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Sunday O. Olatunji","raw_affiliation_strings":["Department of Computer Science, FICT, Universiti Teknologi Malaysia (UTM), Johor Bahru, Malaysia","UniversitI Teknologi Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, FICT, Universiti Teknologi Malaysia (UTM), Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"UniversitI Teknologi Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057804144","display_name":"Media Anugerah Ayu","orcid":"https://orcid.org/0000-0002-6774-0850"},"institutions":[{"id":"https://openalex.org/I4164984","display_name":"International Islamic University Malaysia","ror":"https://ror.org/03s9hs139","country_code":"MY","type":"education","lineage":["https://openalex.org/I4164984"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Media A. Ayu","raw_affiliation_strings":["Department of Information Systems, KICT, International Islamic University Malaysia, Kuala Lumpur, Malaysia","#N#                  International Islamic University, Malaysia#N#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, KICT, International Islamic University Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4164984"]},{"raw_affiliation_string":"#N#                  International Islamic University, Malaysia#N#","institution_ids":["https://openalex.org/I4164984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044460796","display_name":"Abu Osman","orcid":null},"institutions":[{"id":"https://openalex.org/I4164984","display_name":"International Islamic University Malaysia","ror":"https://ror.org/03s9hs139","country_code":"MY","type":"education","lineage":["https://openalex.org/I4164984"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Abu Osman","raw_affiliation_strings":["Department of Information Systems, KICT, International Islamic University Malaysia, Kuala Lumpur, Malaysia","#N#                  International Islamic University, Malaysia#N#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, KICT, International Islamic University Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4164984"]},{"raw_affiliation_string":"#N#                  International Islamic University, Malaysia#N#","institution_ids":["https://openalex.org/I4164984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0812,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.78824786,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"7","issue":"2","first_page":"162","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9998999834060669,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9940999746322632,"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/T12676","display_name":"Machine Learning and ELM","score":0.993399977684021,"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":0.876554012298584},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.8366899490356445},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.589074969291687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5555630922317505},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5477666854858398},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5382089614868164},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46969151496887207}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.876554012298584},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.8366899490356445},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.589074969291687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5555630922317505},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5477666854858398},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5382089614868164},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46969151496887207}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/17427371111146446","is_oa":false,"landing_page_url":"https://doi.org/10.1108/17427371111146446","pdf_url":null,"source":{"id":"https://openalex.org/S172682790","display_name":"International Journal of Pervasive Computing and Communications","issn_l":"1742-7371","issn":["1742-7371","1742-738X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pervasive Computing and Communications","raw_type":"journal-article"},{"id":"pmh:oai:ir.unimas.my:21686","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400335","display_name":"Unimas Institutional Repository (Universiti Malaysia Sarawak)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41461413","host_organization_name":"Universiti Malaysia Sarawak","host_organization_lineage":["https://openalex.org/I41461413"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W565909586","https://openalex.org/W1541136496","https://openalex.org/W1553037821","https://openalex.org/W1565377632","https://openalex.org/W1608826770","https://openalex.org/W1752518047","https://openalex.org/W1923707397","https://openalex.org/W1964966096","https://openalex.org/W1966477458","https://openalex.org/W1980682386","https://openalex.org/W1981373725","https://openalex.org/W2015051225","https://openalex.org/W2049029478","https://openalex.org/W2050095048","https://openalex.org/W2062738852","https://openalex.org/W2062833981","https://openalex.org/W2071595701","https://openalex.org/W2074553321","https://openalex.org/W2092699579","https://openalex.org/W2100595623","https://openalex.org/W2101272842","https://openalex.org/W2103236863","https://openalex.org/W2111072639","https://openalex.org/W2113051964","https://openalex.org/W2116176419","https://openalex.org/W2124945426","https://openalex.org/W2128026023","https://openalex.org/W2134603844","https://openalex.org/W2135597565","https://openalex.org/W2146873306","https://openalex.org/W2147449408","https://openalex.org/W2155971774","https://openalex.org/W2161055889","https://openalex.org/W2161420520","https://openalex.org/W2167982865","https://openalex.org/W2766736793","https://openalex.org/W4285719527","https://openalex.org/W4300402905","https://openalex.org/W6686589393"],"related_works":["https://openalex.org/W2067443264","https://openalex.org/W31566076","https://openalex.org/W4297902562","https://openalex.org/W2741186499","https://openalex.org/W2804652951","https://openalex.org/W2556335056","https://openalex.org/W2002678693","https://openalex.org/W1584764049","https://openalex.org/W2743832667","https://openalex.org/W2969890106"],"abstract_inverted_index":{"Purpose":[0],"Prediction":[1,69],"accuracies":[2],"are":[3],"usually":[4],"affected":[5],"by":[6,131,140],"the":[7,15,87,93,127,135,151,154,162,167,183,192,202,206,211,216,221,234],"techniques":[8,130],"and":[9,45,49,145,149,205,240,245,262],"devices":[10],"used":[11],"as":[12,14,242],"well":[13],"algorithms":[16],"applied.":[17],"This":[18,124],"work":[19,125],"aims":[20],"to":[21,23,71,101,113,116,133,182],"attempt":[22],"further":[24,117],"devise":[25],"a":[26,52,60,80],"better":[27],"positioning":[28,115],"accuracy":[29,181],"based":[30,54,74,165,195,214,232,256],"on":[31,55,75,166,196,215,233,257],"location":[32,72,99,114,121,128,136,187,258],"fingerprinting":[33],"taking":[34,141],"advantage":[35,142],"of":[36,82,95,137,143,185,253],"two":[37],"important":[38],"mobile":[39,119,138,254],"fingerprints,":[40],"namely":[41],"signal":[42,46],"strength":[43],"(SS)":[44],"quality":[47],"(SQ)":[48],"subsequently":[50,102],"building":[51],"model":[53,164,213],"extreme":[56,217],"learning":[57,62,218],"machine":[58],"(ELM),":[59],"new":[61,193,227],"algorithm":[63,169,219],"for":[64,250],"single\u2010hidden\u2010layer":[65],"neural":[66],"networks.":[67],"Design/methodology/approach":[68],"approach":[70],"determination":[73,122,129],"historical":[76],"data":[77,100,148,260],"has":[78,198,236],"attracted":[79],"lot":[81],"attention":[83],"in":[84,180],"recent":[85],"studies,":[86],"reason":[88],"being":[89],"that":[90,161,210],"it":[91],"offers":[92],"convenience":[94],"using":[96,105,153],"previously":[97],"accumulated":[98],"determine":[103,134],"locations":[104,152],"predictive":[106,248],"algorithms.":[107],"There":[108],"have":[109,208],"been":[110,199,237],"various":[111],"approaches":[112],"improve":[118],"user":[120,186],"accuracy.":[123],"examines":[126],"attempting":[132],"users":[139,255],"SS":[144,177],"SQ":[146],"history":[147],"modeling":[150,230],"ELM":[155,168,197,235],"algorithm.":[156],"The":[157],"empirical":[158],"results":[159,207],"show":[160],"proposed":[163,212],"noticeably":[170],"outperforms":[171,220],"k\u2010Nearest":[172,203,222],"Neighbor":[173,204,223],"approaches.":[174],"Findings":[175],"WiFi's":[176,189],"contributes":[178],"more":[179,246],"prediction":[184],"than":[188],"SQ.":[190],"Moreover,":[191],"framework":[194],"compared":[200],"with":[201],"shown":[209],"approach.":[224],"Originality/value":[225],"A":[226],"computational":[228],"intelligence":[229],"scheme,":[231],"investigated,":[238],"developed":[239],"implemented,":[241],"an":[243],"efficient":[244],"accurate":[247],"solution":[249],"determining":[251],"position":[252],"fingerprint":[259],"(SS":[261],"SQ).":[263]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
