{"id":"https://openalex.org/W4405490358","doi":"https://doi.org/10.1109/iccp63557.2024.10792997","title":"Advancing IoT Data Utilization: Generating and Evaluating Synthetic Time Series Data","display_name":"Advancing IoT Data Utilization: Generating and Evaluating Synthetic Time Series Data","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4405490358","doi":"https://doi.org/10.1109/iccp63557.2024.10792997"},"language":"en","primary_location":{"id":"doi:10.1109/iccp63557.2024.10792997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp63557.2024.10792997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 20th International Conference on Intelligent Computer Communication and Processing (ICCP)","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/A5115513644","display_name":"Raluca-Laura Portase","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR","RO"],"is_corresponding":true,"raw_author_name":"Raluca-Laura Portase","raw_affiliation_strings":["Technical University,Computer Science Department,Cluj-Napoca"],"affiliations":[{"raw_affiliation_string":"Technical University,Computer Science Department,Cluj-Napoca","institution_ids":["https://openalex.org/I158333966","https://openalex.org/I4210156583"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115513645","display_name":"Alcorina-M\u0103dalin\u0103 Dragotoniu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["FR","RO"],"is_corresponding":false,"raw_author_name":"Alcorina-M\u0103dalin\u0103 Dragotoniu","raw_affiliation_strings":["Technical University,Computer Science Department,Cluj-Napoca"],"affiliations":[{"raw_affiliation_string":"Technical University,Computer Science Department,Cluj-Napoca","institution_ids":["https://openalex.org/I158333966","https://openalex.org/I4210156583"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070444955","display_name":"Camelia Lemnaru","orcid":"https://orcid.org/0000-0002-4901-9808"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR","RO"],"is_corresponding":false,"raw_author_name":"Camelia Lemnaru","raw_affiliation_strings":["Technical University,Computer Science Department,Cluj-Napoca"],"affiliations":[{"raw_affiliation_string":"Technical University,Computer Science Department,Cluj-Napoca","institution_ids":["https://openalex.org/I158333966","https://openalex.org/I4210156583"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080452338","display_name":"Mihaela D\u00een\u0219oreanu","orcid":"https://orcid.org/0000-0002-4947-0594"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR","RO"],"is_corresponding":false,"raw_author_name":"Mihaela Dinsoreanu","raw_affiliation_strings":["Technical University,Computer Science Department,Cluj-Napoca"],"affiliations":[{"raw_affiliation_string":"Technical University,Computer Science Department,Cluj-Napoca","institution_ids":["https://openalex.org/I158333966","https://openalex.org/I4210156583"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049230139","display_name":"Rodica Potolea","orcid":"https://orcid.org/0000-0002-7051-3691"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR","RO"],"is_corresponding":false,"raw_author_name":"Rodica Potolea","raw_affiliation_strings":["Technical University,Computer Science Department,Cluj-Napoca"],"affiliations":[{"raw_affiliation_string":"Technical University,Computer Science Department,Cluj-Napoca","institution_ids":["https://openalex.org/I158333966","https://openalex.org/I4210156583"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5115513644"],"corresponding_institution_ids":["https://openalex.org/I158333966","https://openalex.org/I4210156583"],"apc_list":null,"apc_paid":null,"fwci":1.0914,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79007452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.972100019454956,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.972100019454956,"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/computer-science","display_name":"Computer science","score":0.7125446200370789},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6483812928199768},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.557991623878479},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4751743674278259},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39525043964385986},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1632256805896759},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1190468966960907}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7125446200370789},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6483812928199768},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.557991623878479},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4751743674278259},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39525043964385986},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1632256805896759},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1190468966960907},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccp63557.2024.10792997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp63557.2024.10792997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 20th International Conference on Intelligent Computer Communication and Processing (ICCP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1782524086","https://openalex.org/W1974608936","https://openalex.org/W2055364720","https://openalex.org/W2081028405","https://openalex.org/W2093564481","https://openalex.org/W2161336494","https://openalex.org/W2795847830","https://openalex.org/W2906805076","https://openalex.org/W2962728873","https://openalex.org/W4214813689","https://openalex.org/W4240592325","https://openalex.org/W4284885689","https://openalex.org/W4300436850","https://openalex.org/W4376854260","https://openalex.org/W4393948933","https://openalex.org/W6624452987","https://openalex.org/W6732451076"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2119012848","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":{"Synthetic":[0],"data":[1,32,89,99],"generation":[2,90],"plays":[3],"a":[4,54,62],"crucial":[5],"role":[6],"in":[7,33],"various":[8],"domains":[9],"where":[10],"access":[11],"to":[12,20,42],"real-world":[13],"datasets":[14],"is":[15],"limited":[16],"or":[17,23],"restricted":[18],"due":[19],"legal,":[21],"ethical,":[22],"privacy":[24],"concerns.":[25],"Given":[26],"the":[27,68,81,86,95],"growing":[28],"need":[29],"for":[30,109],"realistic":[31],"analysis":[34,76],"and":[35,49,70,83],"research,":[36],"we":[37,93],"explore":[38],"three":[39],"distinct":[40],"methods":[41,59],"capture":[43],"real":[44],"time":[45,102],"series":[46],"data's":[47],"temporal":[48],"distributional":[50],"characteristics.":[51],"We":[52],"provide":[53],"comparative":[55],"study":[56],"of":[57,64,72,85,97],"these":[58],"by":[60],"using":[61],"set":[63],"evaluation":[65],"metrics,":[66],"highlighting":[67],"strengths":[69],"benefits":[71],"each":[73],"approach.":[74],"This":[75],"offers":[77],"multiple":[78],"perspectives":[79],"on":[80,106],"utility":[82],"applicability":[84],"proposed":[87],"synthetic":[88,98],"techniques.":[91],"Additionally,":[92],"investigate":[94],"impact":[96],"when":[100],"forecasting":[101],"series,":[103],"shedding":[104],"light":[105],"its":[107],"potential":[108],"enhancing":[110],"nredictive":[111],"models.":[112]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}
