{"id":"https://openalex.org/W1996421788","doi":"https://doi.org/10.1109/icsai.2014.7009332","title":"Restoration of missing time-series data via multiple sine functions decomposition with Guangzhou-temperature application","display_name":"Restoration of missing time-series data via multiple sine functions decomposition with Guangzhou-temperature application","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W1996421788","doi":"https://doi.org/10.1109/icsai.2014.7009332","mag":"1996421788"},"language":"en","primary_location":{"id":"doi:10.1109/icsai.2014.7009332","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai.2014.7009332","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2014 2nd International Conference on Systems and Informatics (ICSAI 2014)","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/A5113630335","display_name":"Yunong Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210129003","display_name":"SYSU-CMU International Joint Research Institute","ror":"https://ror.org/02w30ae27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129003"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunong Zhang","raw_affiliation_strings":["Key Laboratory of Autonomous Systems and Networked Control, Ministry of Education, Guangzhou, China","SYSU-CMU Shunde International Joint Research Institute, Shunde, China","School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Autonomous Systems and Networked Control, Ministry of Education, Guangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"SYSU-CMU Shunde International Joint Research Institute, Shunde, China","institution_ids":["https://openalex.org/I4210129003","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080904268","display_name":"Weixiang Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129003","display_name":"SYSU-CMU International Joint Research Institute","ror":"https://ror.org/02w30ae27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129003"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weixiang Ding","raw_affiliation_strings":["Key Laboratory of Autonomous Systems and Networked Control, Ministry of Education, Guangzhou, China","SYSU-CMU Shunde International Joint Research Institute, Shunde, China","School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Autonomous Systems and Networked Control, Ministry of Education, Guangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"SYSU-CMU Shunde International Joint Research Institute, Shunde, China","institution_ids":["https://openalex.org/I4210129003","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028192493","display_name":"Wenchao Lao","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210129003","display_name":"SYSU-CMU International Joint Research Institute","ror":"https://ror.org/02w30ae27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129003"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenchao Lao","raw_affiliation_strings":["Key Laboratory of Autonomous Systems and Networked Control, Ministry of Education, Guangzhou, China","SYSU-CMU Shunde International Joint Research Institute, Shunde, China","School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Autonomous Systems and Networked Control, Ministry of Education, Guangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"SYSU-CMU Shunde International Joint Research Institute, Shunde, China","institution_ids":["https://openalex.org/I4210129003","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100347177","display_name":"Ying Wang","orcid":"https://orcid.org/0000-0002-9498-6426"},"institutions":[{"id":"https://openalex.org/I4210129003","display_name":"SYSU-CMU International Joint Research Institute","ror":"https://ror.org/02w30ae27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129003"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Wang","raw_affiliation_strings":["Key Laboratory of Autonomous Systems and Networked Control, Ministry of Education, Guangzhou, China","SYSU-CMU Shunde International Joint Research Institute, Shunde, China","School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Autonomous Systems and Networked Control, Ministry of Education, Guangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"SYSU-CMU Shunde International Joint Research Institute, Shunde, China","institution_ids":["https://openalex.org/I4210129003","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010344995","display_name":"Hong\u2010Zhou Tan","orcid":"https://orcid.org/0000-0002-5214-997X"},"institutions":[{"id":"https://openalex.org/I4210129003","display_name":"SYSU-CMU International Joint Research Institute","ror":"https://ror.org/02w30ae27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129003"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongzhou Tan","raw_affiliation_strings":["Key Laboratory of Autonomous Systems and Networked Control, Ministry of Education, Guangzhou, China","SYSU-CMU Shunde International Joint Research Institute, Shunde, China","School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Autonomous Systems and Networked Control, Ministry of Education, Guangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"SYSU-CMU Shunde International Joint Research Institute, Shunde, China","institution_ids":["https://openalex.org/I4210129003","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5113630335"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I157773358","https://openalex.org/I4210129003"],"apc_list":null,"apc_paid":null,"fwci":1.0467,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.79506844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"459","last_page":"464"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9947999715805054,"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":0.9947999715805054,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13487","display_name":"Statistical and numerical algorithms","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.7195185422897339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6012643575668335},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5621316432952881},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5540003776550293},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5463732481002808},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5304638147354126},{"id":"https://openalex.org/keywords/sine","display_name":"Sine","score":0.48254746198654175},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4395796060562134},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.410499632358551},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23667284846305847},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09754237532615662}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.7195185422897339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6012643575668335},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5621316432952881},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5540003776550293},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5463732481002808},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5304638147354126},{"id":"https://openalex.org/C186661526","wikidata":"https://www.wikidata.org/wiki/Q13647261","display_name":"Sine","level":2,"score":0.48254746198654175},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4395796060562134},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.410499632358551},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23667284846305847},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09754237532615662},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"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/icsai.2014.7009332","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai.2014.7009332","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2014 2nd International Conference on Systems and Informatics (ICSAI 2014)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1586335931","https://openalex.org/W1601578836","https://openalex.org/W2013735837","https://openalex.org/W2016210396","https://openalex.org/W2058128280","https://openalex.org/W2064422634","https://openalex.org/W2071354519","https://openalex.org/W2074960943","https://openalex.org/W2102492019","https://openalex.org/W2126934023","https://openalex.org/W2142564623","https://openalex.org/W2146731044","https://openalex.org/W2157890441","https://openalex.org/W2162313689","https://openalex.org/W2388188102"],"related_works":["https://openalex.org/W4380150146","https://openalex.org/W3024870410","https://openalex.org/W2410652950","https://openalex.org/W4283773154","https://openalex.org/W3139174110","https://openalex.org/W4289597203","https://openalex.org/W2085630472","https://openalex.org/W1977098485","https://openalex.org/W4285201053","https://openalex.org/W4385335406"],"abstract_inverted_index":{"The":[0,50],"restoration":[1],"of":[2,40,48,99,109,122],"missing":[3,33,79],"data":[4,10,34,102],"is":[5,26,43,54,74,126],"an":[6,15],"important":[7],"concern":[8],"for":[9,30],"analysis.":[11],"In":[12,113],"this":[13],"paper,":[14],"algorithmically":[16],"innovative":[17],"model":[18,25,53,68,88,125],"termed":[19],"multiple":[20],"sine":[21],"function":[22],"decomposition":[23],"(MSFD)":[24],"proposed":[27,51,86,124],"and":[28,71,96,117],"developed":[29],"restoring":[31],"the":[32,61,66,78,85,92,97,100,107,110,120,123],"about":[35],"monthly":[36],"average":[37],"temperature":[38],"(MAT)":[39],"Guangzhou,":[41],"which":[42],"a":[44],"representative":[45],"major":[46],"city":[47],"China.":[49],"MSFD":[52,67,87],"formed":[55],"by":[56],"successive":[57],"approximation":[58],"based":[59],"on":[60],"existing":[62],"data.":[63,80,112],"After":[64],"that,":[65],"with":[69,115],"parameters":[70],"structure":[72],"determined":[73],"exploited":[75],"to":[76,106],"restore":[77],"Experimental":[81],"results":[82],"indicate":[83],"that":[84],"can":[89],"effectively":[90],"estimate":[91],"intentionally":[93],"removed":[94],"data,":[95],"values":[98,108],"restored":[101],"are":[103],"quite":[104],"close":[105],"true":[111],"addition,":[114],"quantitative":[116],"qualitative":[118],"analysis,":[119],"effectiveness":[121],"further":[127],"illustrated.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}