{"id":"https://openalex.org/W2985326776","doi":"https://doi.org/10.1109/iisa.2019.8900727","title":"Short Time Wind Forecasting with Uncertainty","display_name":"Short Time Wind Forecasting with Uncertainty","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2985326776","doi":"https://doi.org/10.1109/iisa.2019.8900727","mag":"2985326776"},"language":"en","primary_location":{"id":"doi:10.1109/iisa.2019.8900727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2019.8900727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5058278718","display_name":"Petros Karvelis","orcid":"https://orcid.org/0000-0002-0483-4868"},"institutions":[{"id":"https://openalex.org/I120729142","display_name":"Computer Technology Institute and Press \u201cDIOPHANTUS\u201d","ror":"https://ror.org/021nszj63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I120729142","https://openalex.org/I4210154149"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Petros Karvelis","raw_affiliation_strings":["Institute & Press “Diophantus” Patras,Computer Technology,Greece","Computer Technology, Institute & Press \"Diophantus\" Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute & Press “Diophantus” Patras,Computer Technology,Greece","institution_ids":["https://openalex.org/I120729142"]},{"raw_affiliation_string":"Computer Technology, Institute & Press \"Diophantus\" Patras, Greece","institution_ids":["https://openalex.org/I120729142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032219914","display_name":"Stefanos Petsios","orcid":"https://orcid.org/0000-0002-8751-8480"},"institutions":[{"id":"https://openalex.org/I120729142","display_name":"Computer Technology Institute and Press \u201cDIOPHANTUS\u201d","ror":"https://ror.org/021nszj63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I120729142","https://openalex.org/I4210154149"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Stefanos Petsios","raw_affiliation_strings":["Institute & Press “Diophantus” Patras,Computer Technology,Greece","Computer Technology, Institute & Press \"Diophantus\" Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute & Press “Diophantus” Patras,Computer Technology,Greece","institution_ids":["https://openalex.org/I120729142"]},{"raw_affiliation_string":"Computer Technology, Institute & Press \"Diophantus\" Patras, Greece","institution_ids":["https://openalex.org/I120729142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022376997","display_name":"George Georgoulas","orcid":"https://orcid.org/0000-0001-9701-4203"},"institutions":[{"id":"https://openalex.org/I190632392","display_name":"Lule\u00e5 University of Technology","ror":"https://ror.org/016st3p78","country_code":"SE","type":"education","lineage":["https://openalex.org/I190632392"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"George Georgoulas","raw_affiliation_strings":["Lulea University of Technology,Robotics Group,Lulea,Sweden,97187","Robotics Group, Lulea University of Technology, Lulea, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lulea University of Technology,Robotics Group,Lulea,Sweden,97187","institution_ids":["https://openalex.org/I190632392"]},{"raw_affiliation_string":"Robotics Group, Lulea University of Technology, Lulea, Sweden","institution_ids":["https://openalex.org/I190632392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009967164","display_name":"Chrysostomos Stylios","orcid":"https://orcid.org/0000-0002-2888-6515"},"institutions":[{"id":"https://openalex.org/I120729142","display_name":"Computer Technology Institute and Press \u201cDIOPHANTUS\u201d","ror":"https://ror.org/021nszj63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I120729142","https://openalex.org/I4210154149"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Chrysostomos Stylios","raw_affiliation_strings":["Institute & Press “Diophantus” Patras,Computer Technology,Greece","Computer Technology, Institute & Press \"Diophantus\" Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute & Press “Diophantus” Patras,Computer Technology,Greece","institution_ids":["https://openalex.org/I120729142"]},{"raw_affiliation_string":"Computer Technology, Institute & Press \"Diophantus\" Patras, Greece","institution_ids":["https://openalex.org/I120729142"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7965,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66777318,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9995999932289124,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9995999932289124,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9932000041007996,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9882000088691711,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microcontroller","display_name":"Microcontroller","score":0.660845160484314},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6333497762680054},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.5666211843490601},{"id":"https://openalex.org/keywords/memory-footprint","display_name":"Memory footprint","score":0.5478697419166565},{"id":"https://openalex.org/keywords/footprint","display_name":"Footprint","score":0.5456032752990723},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.49959802627563477},{"id":"https://openalex.org/keywords/on-board","display_name":"On board","score":0.47853001952171326},{"id":"https://openalex.org/keywords/weather-forecasting","display_name":"Weather forecasting","score":0.43889299035072327},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.40847307443618774},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3211390972137451},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16735520958900452},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.13946330547332764},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.1103178858757019},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10067734122276306}],"concepts":[{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.660845160484314},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6333497762680054},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.5666211843490601},{"id":"https://openalex.org/C74912251","wikidata":"https://www.wikidata.org/wiki/Q6815727","display_name":"Memory footprint","level":2,"score":0.5478697419166565},{"id":"https://openalex.org/C132943942","wikidata":"https://www.wikidata.org/wiki/Q2562511","display_name":"Footprint","level":2,"score":0.5456032752990723},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.49959802627563477},{"id":"https://openalex.org/C3018963415","wikidata":"https://www.wikidata.org/wiki/Q16878425","display_name":"On board","level":2,"score":0.47853001952171326},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.43889299035072327},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.40847307443618774},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3211390972137451},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16735520958900452},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.13946330547332764},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.1103178858757019},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10067734122276306},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iisa.2019.8900727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2019.8900727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W582593712","https://openalex.org/W1480376833","https://openalex.org/W1556459174","https://openalex.org/W1573647811","https://openalex.org/W2011822368","https://openalex.org/W2015374985","https://openalex.org/W2060606400","https://openalex.org/W2069403931","https://openalex.org/W2083307976","https://openalex.org/W2084175761","https://openalex.org/W2102041666","https://openalex.org/W2102486516","https://openalex.org/W2113403309","https://openalex.org/W2172064003","https://openalex.org/W2263189687","https://openalex.org/W2333252900","https://openalex.org/W2488758846","https://openalex.org/W2549363851","https://openalex.org/W2775339876","https://openalex.org/W2963433607","https://openalex.org/W4241996101","https://openalex.org/W6633355566","https://openalex.org/W6634147026","https://openalex.org/W6675672627"],"related_works":["https://openalex.org/W2989725176","https://openalex.org/W3110617580","https://openalex.org/W2806443828","https://openalex.org/W3044195108","https://openalex.org/W2958512535","https://openalex.org/W3107023852","https://openalex.org/W2931892030","https://openalex.org/W2099560828","https://openalex.org/W3142374190","https://openalex.org/W2128990672","https://openalex.org/W3158610431","https://openalex.org/W2552850509","https://openalex.org/W2886695107","https://openalex.org/W2527014442","https://openalex.org/W2888874440","https://openalex.org/W3118645195","https://openalex.org/W3204416855","https://openalex.org/W3089539010","https://openalex.org/W2919218361","https://openalex.org/W2991031800"],"abstract_inverted_index":{"Forecasting":[0],"the":[1,5,35,59,64,136],"weather":[2,126],"and":[3,29,74,101],"especially":[4],"wind":[6,15,61,97],"is":[7,54,77,99],"important":[8],"for":[9,18,31,46,66,79,94,103],"a":[10,38,71,92,104,113,125,131],"number":[11],"of":[12,40,87,130],"applications":[13],"like":[14],"farms":[16],"or":[17],"maritime":[19],"operations.":[20],"Nowadays":[21],"machine":[22],"learning":[23],"techniques":[24],"are":[25,84],"becoming":[26],"more":[27],"reliable":[28,56],"robust":[30],"forecasting":[32,98],"due":[33,57],"to":[34,58],"fact":[36],"that":[37,68,83],"plethora":[39],"available":[41],"datasets":[42],"exist.":[43],"However,":[44],"forecasts":[45],"shorter":[47],"time":[48,96],"horizon":[49],"less":[50],"than":[51],"two":[52],"hour":[53],"not":[55],"frequent":[60],"fluctuations.":[62],"Nevertheless,":[63],"need":[65],"algorithms":[67],"can":[69],"have":[70],"small":[72],"memory":[73],"cpu":[75],"footprint":[76],"needed":[78],"hardware":[80],"e.g.":[81],"microcontrollers":[82],"on":[85,128],"board":[86,129],"vessels.":[88],"In":[89],"this":[90],"manuscript":[91],"method":[93,107,117],"short":[95],"proposed":[100],"scaled":[102],"microcontroller.":[105],"The":[106],"also":[108],"computes":[109],"prediction":[110],"intervals":[111],"with":[112],"certain":[114],"probability.":[115],"Our":[116],"was":[118],"tested":[119],"using":[120],"real":[121],"data":[122],"recorded":[123],"from":[124],"station":[127],"ship":[132],"conducting":[133],"trips":[134],"across":[135],"Aegean":[137],"Sea":[138],"(Greece).":[139]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}