{"id":"https://openalex.org/W4405909258","doi":"https://doi.org/10.1109/wf-iot62078.2024.10811344","title":"Generating Synthetic Time Series Data for Cyber-Physical Systems","display_name":"Generating Synthetic Time Series Data for Cyber-Physical Systems","publication_year":2024,"publication_date":"2024-11-10","ids":{"openalex":"https://openalex.org/W4405909258","doi":"https://doi.org/10.1109/wf-iot62078.2024.10811344"},"language":"en","primary_location":{"id":"doi:10.1109/wf-iot62078.2024.10811344","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot62078.2024.10811344","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 10th World Forum on Internet of Things (WF-IoT)","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/A5040365381","display_name":"Alexander Sommers","orcid":"https://orcid.org/0009-0007-5367-4788"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Sommers","raw_affiliation_strings":["Mississippi State University,Comp. Sci. & Eng"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mississippi State University,Comp. Sci. & Eng","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054498460","display_name":"Somayeh Bakhtiari Ramezani","orcid":null},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Somayeh Bakhtiari Ramezani","raw_affiliation_strings":["Mississippi State University,Comp. Sci. & Eng"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mississippi State University,Comp. Sci. & Eng","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067308609","display_name":"Logan Cummins","orcid":"https://orcid.org/0000-0002-3875-4137"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Logan Cummins","raw_affiliation_strings":["Mississippi State University,Comp. Sci. & Eng"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mississippi State University,Comp. Sci. & Eng","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074949168","display_name":"Sudip Mittal","orcid":"https://orcid.org/0000-0001-9151-8347"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sudip Mittal","raw_affiliation_strings":["Mississippi State University,Comp. Sci. & Eng"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mississippi State University,Comp. Sci. & Eng","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009452693","display_name":"Shahram Rahimi","orcid":"https://orcid.org/0000-0003-2779-0076"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shahram Rahimi","raw_affiliation_strings":["Mississippi State University,Comp. Sci. & Eng"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mississippi State University,Comp. Sci. & Eng","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032889863","display_name":"Maria Seale","orcid":"https://orcid.org/0000-0003-3858-0381"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maria Seale","raw_affiliation_strings":["Eng. Research and Dev. Center,Department of Defence"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eng. Research and Dev. Center,Department of Defence","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5095699506","display_name":"Joseph Jaboure","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joseph Jaboure","raw_affiliation_strings":["Eng. Research and Dev. Center,Department of Defence"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eng. Research and Dev. Center,Department of Defence","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3057,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57342731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9898999929428101,"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":0.9898999929428101,"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/series","display_name":"Series (stratigraphy)","score":0.703757643699646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6744430065155029},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4989502429962158},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.44329068064689636},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11747369170188904},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10085228085517883}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.703757643699646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6744430065155029},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4989502429962158},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.44329068064689636},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11747369170188904},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10085228085517883},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wf-iot62078.2024.10811344","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot62078.2024.10811344","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 10th World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320337573","display_name":"Information Technology Laboratory","ror":"https://ror.org/0440c3437"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2095409369","https://openalex.org/W2183341477","https://openalex.org/W2476548250","https://openalex.org/W2910881901","https://openalex.org/W2952193749","https://openalex.org/W3035965352","https://openalex.org/W3096831136","https://openalex.org/W3116275044","https://openalex.org/W3177318507","https://openalex.org/W3199740429","https://openalex.org/W3204713836","https://openalex.org/W4213397551","https://openalex.org/W4360860566","https://openalex.org/W4366199308","https://openalex.org/W4382363650","https://openalex.org/W4391054870","https://openalex.org/W6678815747","https://openalex.org/W6718379498","https://openalex.org/W6729482032","https://openalex.org/W6735913928","https://openalex.org/W6736412012","https://openalex.org/W6738960736","https://openalex.org/W6739901393","https://openalex.org/W6741832134","https://openalex.org/W6756556786","https://openalex.org/W6772381481","https://openalex.org/W6793987055","https://openalex.org/W6795892075","https://openalex.org/W6810751522","https://openalex.org/W6839329174","https://openalex.org/W6850357939","https://openalex.org/W6861557389","https://openalex.org/W6869169093","https://openalex.org/W6907323195"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3004173571","https://openalex.org/W2390279801","https://openalex.org/W3019776739","https://openalex.org/W2119012848","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":{"Deep":[0],"learning":[1,9,31],"is":[2],"at":[3],"the":[4,57,60,95],"cutting":[5],"edge":[6],"of":[7,46,59,97],"machine":[8],"in":[10,19,24,33,65,91],"fields":[11],"as":[12,16],"critical":[13],"and":[14,21,79,100,103],"diverse":[15],"predictive":[17],"maintenance":[18],"industry":[20],"anomaly":[22],"detection":[23],"healthcare.":[25],"Data":[26],"augmentation":[27,64],"can":[28],"facilitate":[29],"deep":[30],"applications":[32],"these":[34],"time":[35,66],"series":[36],"domain":[37,101],"tasks,":[38],"which":[39],"are":[40],"often":[41],"data":[42,63],"poor":[43],"by":[44],"virtue":[45],"involving":[47],"relatively":[48],"rare":[49],"systemic":[50],"malfunction.":[51],"A":[52],"literature":[53],"gap":[54],"exists":[55],"around":[56],"application":[58],"transformer":[61,72],"to":[62],"series.":[67],"This":[68],"work":[69],"presents":[70],"a":[71,80],"based":[73],"architecture":[74],"hybridizing":[75],"several":[76,105],"successful":[77],"priors,":[78],"quality":[81],"testing":[82],"metric":[83],"using":[84],"power":[85],"spectrum":[86],"Wasserstein":[87],"distances.":[88],"Though":[89],"promising":[90],"theory,":[92],"results":[93],"suggest":[94],"challenge":[96],"this":[98],"task":[99],"combination,":[102],"highlight":[104],"valuable":[106],"directions":[107],"for":[108],"future":[109],"work.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}