{"id":"https://openalex.org/W303840672","doi":"https://doi.org/10.13189/csit.2015.030305","title":"Significant Location Detection & Prediction in Cellular Networks using Artificial Neural Networks","display_name":"Significant Location Detection & Prediction in Cellular Networks using Artificial Neural Networks","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W303840672","doi":"https://doi.org/10.13189/csit.2015.030305","mag":"303840672"},"language":"en","primary_location":{"id":"doi:10.13189/csit.2015.030305","doi":"https://doi.org/10.13189/csit.2015.030305","is_oa":true,"landing_page_url":"https://doi.org/10.13189/csit.2015.030305","pdf_url":"http://www.hrpub.org/download/20150410/CSIT5-13503668.pdf","source":{"id":"https://openalex.org/S2764700291","display_name":"Computer Science and Information Technology","issn_l":"2331-6063","issn":["2331-6063","2331-6071"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Technology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.hrpub.org/download/20150410/CSIT5-13503668.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010048522","display_name":"Cristian-Liviu Leca","orcid":"https://orcid.org/0000-0003-0579-6119","observed_orcids":["https://orcid.org/0000-0003-0579-6119"]},"institutions":[{"id":"https://openalex.org/I2802885015","display_name":"Military Technical Academy","ror":"https://ror.org/01tqmsq19","country_code":"RO","type":"education","lineage":["https://openalex.org/I2802885015"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Cristian-Liviu Leca","raw_affiliation_strings":["Department of Communications and Military Electronic Systems, Faculty of Military Electronic and Information Systems, Military Technical Academy, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communications and Military Electronic Systems, Faculty of Military Electronic and Information Systems, Military Technical Academy, Romania","institution_ids":["https://openalex.org/I2802885015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081852608","display_name":"Ioan Nicolaescu","orcid":"https://orcid.org/0000-0002-6040-8169","observed_orcids":["https://orcid.org/0000-0002-6040-8169"]},"institutions":[{"id":"https://openalex.org/I2802885015","display_name":"Military Technical Academy","ror":"https://ror.org/01tqmsq19","country_code":"RO","type":"education","lineage":["https://openalex.org/I2802885015"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ioan Nicolaescu","raw_affiliation_strings":["Department of Communications and Military Electronic Systems, Faculty of Military Electronic and Information Systems, Military Technical Academy, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communications and Military Electronic Systems, Faculty of Military Electronic and Information Systems, Military Technical Academy, Romania","institution_ids":["https://openalex.org/I2802885015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058699091","display_name":"Cristian-Iulian R\u00eencu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2802885015","display_name":"Military Technical Academy","ror":"https://ror.org/01tqmsq19","country_code":"RO","type":"education","lineage":["https://openalex.org/I2802885015"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Cristian-Iulian R\u00eencu","raw_affiliation_strings":["Department of Communications and Military Electronic Systems, Faculty of Military Electronic and Information Systems, Military Technical Academy, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communications and Military Electronic Systems, Faculty of Military Electronic and Information Systems, Military Technical Academy, Romania","institution_ids":["https://openalex.org/I2802885015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2802885015"],"apc_list":null,"apc_paid":null,"fwci":4.4258,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.93235872,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"3","issue":"3","first_page":"81","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9639000296592712,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9639000296592712,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.014800000004470348,"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/T11106","display_name":"Data Management and Algorithms","score":0.011599999852478504,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/location-prediction","display_name":"location prediction","score":0.7720000147819519},{"id":"https://openalex.org/keywords/location-detection","display_name":"location detection","score":0.8059999942779541},{"id":"https://openalex.org/keywords/cellular-networks","display_name":"cellular networks","score":0.9549999833106995},{"id":"https://openalex.org/keywords/cell-id","display_name":"cell ID","score":0.5450000166893005},{"id":"https://openalex.org/keywords/mobile-location-based-services","display_name":"mobile location services","score":0.6129999756813049},{"id":"https://openalex.org/keywords/spatiotemporal-analysis","display_name":"spatio-temporal analysis","score":0.8370000123977661}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9150413274765015},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6691266894340515},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5318061113357544},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4328327775001526},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3593902885913849},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35286852717399597}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.13189/csit.2015.030305","doi":"https://doi.org/10.13189/csit.2015.030305","is_oa":true,"landing_page_url":"https://doi.org/10.13189/csit.2015.030305","pdf_url":"http://www.hrpub.org/download/20150410/CSIT5-13503668.pdf","source":{"id":"https://openalex.org/S2764700291","display_name":"Computer Science and Information Technology","issn_l":"2331-6063","issn":["2331-6063","2331-6071"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.13189/csit.2015.030305","doi":"https://doi.org/10.13189/csit.2015.030305","is_oa":true,"landing_page_url":"https://doi.org/10.13189/csit.2015.030305","pdf_url":"http://www.hrpub.org/download/20150410/CSIT5-13503668.pdf","source":{"id":"https://openalex.org/S2764700291","display_name":"Computer Science and Information Technology","issn_l":"2331-6063","issn":["2331-6063","2331-6071"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W303840672.pdf","grobid_xml":"https://content.openalex.org/works/W303840672.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1496424093","https://openalex.org/W1968345136","https://openalex.org/W1972243012","https://openalex.org/W1975957106","https://openalex.org/W2020568381","https://openalex.org/W2037596995","https://openalex.org/W2040410517","https://openalex.org/W2078663124","https://openalex.org/W2080536610","https://openalex.org/W2113580994","https://openalex.org/W2122369856","https://openalex.org/W2147042673","https://openalex.org/W2165536877","https://openalex.org/W2167197364","https://openalex.org/W2175477417","https://openalex.org/W2601511089","https://openalex.org/W2787916824","https://openalex.org/W2911546748","https://openalex.org/W4250224875","https://openalex.org/W4376549916"],"related_works":["https://openalex.org/W3044824172","https://openalex.org/W7098442715","https://openalex.org/W1515075937","https://openalex.org/W7100765705","https://openalex.org/W2020568381","https://openalex.org/W2038545402","https://openalex.org/W2058676227","https://openalex.org/W7097587496","https://openalex.org/W1581039889","https://openalex.org/W2065366847"],"abstract_inverted_index":{"Location":[0],"services":[1,38],"and":[2,15,37,55,75,77,111,146],"applications,":[3],"based":[4],"on":[5],"network":[6,32,119],"data":[7,57],"or":[8],"global":[9],"positioning":[10],"systems,":[11],"are":[12],"greatly":[13],"influencing":[14],"changing":[16],"the":[17,31,59,64,67,70,101,104,107,117,124,127,132,135],"way":[18],"people":[19],"use":[20],"mobile":[21,61],"phone":[22],"networks":[23],"by":[24,43,109],"improving":[25],"not":[26],"only":[27],"user-applications":[28],"but":[29],"also":[30],"management":[33],"part.":[34],"These":[35],"applications":[36],"can":[39],"be":[40],"further":[41],"developed":[42],"introducing":[44],"location":[45,68,96,105,128,148],"prediction.":[46,149],"We":[47],"design":[48],"a":[49,82,139],"system":[50],"that":[51,98],"logs":[52],"cell":[53],"id":[54],"timestamp":[56],"from":[58],"users'":[60],"device,":[62],"detects":[63],"significance":[65,102],"of":[66,103,126,134],"to":[69,106,131],"user,":[71,108],"such":[72],"as":[73],"home":[74],"workplace,":[76],"predicts":[78],"future":[79],"locations":[80],"over":[81],"chosen":[83],"time":[84],"period":[85,133],"using":[86],"artificial":[87],"neural":[88,118],"networks.":[89],"A":[90],"novel":[91],"method":[92],"is":[93,120,141],"designed":[94],"for":[95,137],"detection":[97,129],"automatically":[99,121],"determines":[100],"spatial":[110],"temporal":[112],"analysis.":[113],"In":[114],"our":[115],"approach,":[116],"adapted,":[122],"with":[123],"help":[125],"algorithm,":[130],"week":[136],"which":[138],"prediction":[140],"desired,":[142],"achieving":[143],"accurate":[144],"weekday":[145],"weekend":[147]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}