{"id":"https://openalex.org/W2512270209","doi":"https://doi.org/10.1109/infcomw.2016.7562207","title":"Cell-to-cell activity prediction for smart cities","display_name":"Cell-to-cell activity prediction for smart cities","publication_year":2016,"publication_date":"2016-04-01","ids":{"openalex":"https://openalex.org/W2512270209","doi":"https://doi.org/10.1109/infcomw.2016.7562207","mag":"2512270209"},"language":"en","primary_location":{"id":"doi:10.1109/infcomw.2016.7562207","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcomw.2016.7562207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","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/A5076275660","display_name":"Blerim Cici","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Blerim Cici","raw_affiliation_strings":["University of California, Irvine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062742942","display_name":"Emmanouil Alimpertis","orcid":"https://orcid.org/0000-0002-8005-3019"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emmanouil Alimpertis","raw_affiliation_strings":["University of California, Irvine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048047705","display_name":"Alexander Ihler","orcid":"https://orcid.org/0000-0002-4331-1015"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Ihler","raw_affiliation_strings":["University of California, Irvine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013543313","display_name":"Athina Markopoulou","orcid":"https://orcid.org/0000-0003-1803-8675"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Athina Markopoulou","raw_affiliation_strings":["University of California, Irvine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7394,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.92612249,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"903","last_page":"908"},"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":0.9988999962806702,"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":0.9988999962806702,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9984999895095825,"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/T11478","display_name":"Caching and Content Delivery","score":0.9905999898910522,"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/set","display_name":"Set (abstract data type)","score":0.5977745652198792},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.577835738658905},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.5577839016914368},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.5355887413024902},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.482243150472641},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.46615657210350037},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.45937880873680115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4427317976951599},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.44125208258628845},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4113962948322296},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.41110673546791077},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3335920572280884},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21360954642295837},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1001250147819519}],"concepts":[{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5977745652198792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.577835738658905},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.5577839016914368},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.5355887413024902},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.482243150472641},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.46615657210350037},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.45937880873680115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4427317976951599},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.44125208258628845},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4113962948322296},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.41110673546791077},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3335920572280884},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21360954642295837},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1001250147819519},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infcomw.2016.7562207","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcomw.2016.7562207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.8299999833106995,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1985161079","https://openalex.org/W1998036534","https://openalex.org/W2003707464","https://openalex.org/W2004044843","https://openalex.org/W2009139797","https://openalex.org/W2017807084","https://openalex.org/W2045686369","https://openalex.org/W2047790076","https://openalex.org/W2077925014","https://openalex.org/W2078965963","https://openalex.org/W2083555890","https://openalex.org/W2085413353","https://openalex.org/W2109159967","https://openalex.org/W2113643803","https://openalex.org/W2153556974","https://openalex.org/W2167617566","https://openalex.org/W3151982847"],"related_works":["https://openalex.org/W1557094818","https://openalex.org/W2183246718","https://openalex.org/W2099261052","https://openalex.org/W3209204065","https://openalex.org/W2105707930","https://openalex.org/W1755711892","https://openalex.org/W2160907113","https://openalex.org/W2070813941","https://openalex.org/W3046510185","https://openalex.org/W2348583279"],"abstract_inverted_index":{"In":[0],"this":[1,140],"paper,":[2],"we":[3,104,127],"analyze":[4],"data":[5,75],"from":[6,130],"a":[7,40,43,47],"large":[8],"mobile":[9],"phone":[10],"provider":[11],"in":[12,39],"Europe,":[13],"pertaining":[14],"to":[15,60,107,115,121,132,143],"time":[16],"series":[17],"of":[18,37,81,139,155],"aggregate":[19],"communication":[20],"volume":[21],"A":[22,63],"<sub":[23,64],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[24,65],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">i,j</sub>":[25,66],"(t)":[26,67],">":[27,68],"0":[28],"between":[29],"cells":[30,38,57],"i":[31],"and":[32,101,150,160],"j,":[33],"for":[34,49],"all":[35,154],"pairs":[36],"city":[41],"over":[42],"month.":[44],"We":[45,90,134],"develop":[46],"methodology":[48],"predicting":[50],"the":[51,82,92],"future":[52],"(in":[53],"particular":[54],"whether":[55],"two":[56],"will":[58],"talk":[59],"each":[61],"other":[62],"0)":[69],"based":[70],"on":[71],"past":[72],"activity.":[73],"Our":[74],"set":[76],"is":[77],"sparse,":[78],"with":[79],"80%":[80],"values":[83],"being":[84],"zero,":[85],"which":[86,118,156],"makes":[87],"prediction":[88,141],"challenging.":[89],"formulate":[91],"problem":[93],"as":[94],"binary":[95],"classification":[96],"and,":[97],"using":[98],"decision":[99],"trees":[100],"random":[102],"forests,":[103],"are":[105],"able":[106],"achieve":[108],"85%":[109],"accuracy.":[110],"By":[111],"giving":[112],"higher":[113],"weight":[114],"false":[116,125],"positives,":[117],"cost":[119],"more":[120],"network":[122,145],"operators,":[123],"than":[124],"negatives,":[126],"improved":[128],"recall":[129],"40%":[131],"94%.":[133],"briefly":[135],"outline":[136],"potential":[137],"applications":[138],"capability":[142],"improve":[144],"planning,":[146],"green":[147],"small":[148],"cells,":[149],"understanding":[151],"urban":[152,161],"ecology,":[153],"can":[157],"inform":[158],"policies":[159],"planning.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}