{"id":"https://openalex.org/W2938945323","doi":"https://doi.org/10.1109/vtcfall.2018.8690654","title":"Spectrum Occupancy Prediction for Land Mobile Radio Bands Using a Recommender System","display_name":"Spectrum Occupancy Prediction for Land Mobile Radio Bands Using a Recommender System","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2938945323","doi":"https://doi.org/10.1109/vtcfall.2018.8690654","mag":"2938945323"},"language":"en","primary_location":{"id":"doi:10.1109/vtcfall.2018.8690654","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtcfall.2018.8690654","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 88th Vehicular Technology Conference (VTC-Fall)","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/A5066621520","display_name":"Kareem E. Baddour","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151552","display_name":"Communications Research Centre Canada","ror":"https://ror.org/05dybt340","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210151552"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Kareem E. Baddour","raw_affiliation_strings":["Communications Research Centre, Ottawa, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"Communications Research Centre, Ottawa, Ontario, Canada","institution_ids":["https://openalex.org/I4210151552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101830536","display_name":"Amir Ghasemi","orcid":"https://orcid.org/0000-0003-3383-8320"},"institutions":[{"id":"https://openalex.org/I4210151552","display_name":"Communications Research Centre Canada","ror":"https://ror.org/05dybt340","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210151552"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Amir Ghasemi","raw_affiliation_strings":["Communications Research Centre, Ottawa, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"Communications Research Centre, Ottawa, Ontario, Canada","institution_ids":["https://openalex.org/I4210151552"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019265954","display_name":"Humphrey Rutagemwa","orcid":"https://orcid.org/0000-0003-0012-3935"},"institutions":[{"id":"https://openalex.org/I4210151552","display_name":"Communications Research Centre Canada","ror":"https://ror.org/05dybt340","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210151552"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Humphrey Rutagemwa","raw_affiliation_strings":["Communications Research Centre, Ottawa, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"Communications Research Centre, Ottawa, Ontario, Canada","institution_ids":["https://openalex.org/I4210151552"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066621520"],"corresponding_institution_ids":["https://openalex.org/I4210151552"],"apc_list":null,"apc_paid":null,"fwci":1.694,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.86287304,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"abs 1704 7706","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9879000186920166,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9767000079154968,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8057726621627808},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6255379915237427},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5546926259994507},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5474101901054382},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5060796141624451},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5038749575614929},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5004749298095703},{"id":"https://openalex.org/keywords/occupancy","display_name":"Occupancy","score":0.4839082658290863},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47675901651382446},{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.4656212031841278},{"id":"https://openalex.org/keywords/enabling","display_name":"Enabling","score":0.4460406005382538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4375073313713074},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10454970598220825}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8057726621627808},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6255379915237427},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5546926259994507},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5474101901054382},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5060796141624451},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5038749575614929},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5004749298095703},{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.4839082658290863},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47675901651382446},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.4656212031841278},{"id":"https://openalex.org/C22607594","wikidata":"https://www.wikidata.org/wiki/Q5375150","display_name":"Enabling","level":2,"score":0.4460406005382538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4375073313713074},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10454970598220825},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vtcfall.2018.8690654","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtcfall.2018.8690654","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 88th Vehicular Technology Conference (VTC-Fall)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.550000011920929,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W638887343","https://openalex.org/W1971130674","https://openalex.org/W1977698057","https://openalex.org/W1989989024","https://openalex.org/W2036931385","https://openalex.org/W2091118421","https://openalex.org/W2109316012","https://openalex.org/W2114463818","https://openalex.org/W2116512828","https://openalex.org/W2278984902","https://openalex.org/W2295598076","https://openalex.org/W2313953460","https://openalex.org/W2608459225","https://openalex.org/W2747599906","https://openalex.org/W2786799390","https://openalex.org/W2911964244","https://openalex.org/W3102476541","https://openalex.org/W4230410911","https://openalex.org/W4253708194"],"related_works":["https://openalex.org/W4282043467","https://openalex.org/W2105697914","https://openalex.org/W1974860256","https://openalex.org/W3093197249","https://openalex.org/W1968324288","https://openalex.org/W1540010871","https://openalex.org/W3023979140","https://openalex.org/W2904068067","https://openalex.org/W1565491139","https://openalex.org/W3177545769"],"abstract_inverted_index":{"Spectrum":[0],"occupancy":[1,32],"prediction":[2,26,66,86,134],"is":[3,44,99,127],"a":[4,64,84,89,93],"key":[5],"enabler":[6],"of":[7,79,83,124,131],"agile":[8],"and":[9,23],"proactive":[10],"decision-making":[11],"for":[12,49,68,107],"dynamic":[13],"spectrum":[14,51,117],"management.":[15],"In":[16],"this":[17,73,125],"paper,":[18],"state-of-the-":[19],"art":[20],"statistical":[21],"models":[22],"machine":[24,94],"learning":[25,95,112],"methods":[27],"are":[28,57],"evaluated":[29],"on":[30,116],"real-world":[31],"time":[33],"series":[34],"measured":[35],"in":[36,129],"the":[37,77,81,103,133,141],"Land":[38],"Mobile":[39],"Radio":[40],"bands.":[41],"While":[42],"there":[43],"no":[45],"universally":[46],"best":[47,104],"method":[48,67,87,106],"forecasting":[50],"usage":[52],"data,":[53],"significant":[54],"accuracy":[55,135],"improvements":[56],"shown":[58,128],"to":[59,137],"be":[60],"achievable":[61],"by":[62,72,111],"selecting":[63],"suitable":[65,85],"different":[69],"frequencies.":[70],"Motivated":[71],"observation,":[74],"we":[75],"treat":[76],"problem":[78],"automating":[80],"selection":[82],"from":[88,113],"candidate":[90],"pool":[91],"as":[92],"task.":[96],"An":[97],"approach":[98,126],"proposed":[100],"that":[101],"recommends":[102],"performing":[105],"new":[108],"data":[109,118],"instances":[110],"prior":[114],"predictions":[115],"with":[119],"similar":[120],"characteristics.":[121],"The":[122],"merit":[123],"terms":[130],"improving":[132],"compared":[136],"baseline":[138],"selections":[139],"without":[140],"recommender.":[142]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}