{"id":"https://openalex.org/W3043004535","doi":"https://doi.org/10.1007/978-3-030-51103-6_13","title":"Time Series Data Reconstruction Method Based on Probability Statistics and Machine Learning","display_name":"Time Series Data Reconstruction Method Based on Probability Statistics and Machine Learning","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3043004535","doi":"https://doi.org/10.1007/978-3-030-51103-6_13","mag":"3043004535"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-51103-6_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-51103-6_13","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},"type":"book-chapter","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/A5100637453","display_name":"Haiying Chen","orcid":"https://orcid.org/0000-0002-1693-6116"},"institutions":[{"id":"https://openalex.org/I4210106931","display_name":"Jiaxing Vocational Technical College","ror":"https://ror.org/02cydx698","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210106931"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haiying Chen","raw_affiliation_strings":["Xianning Vocational Technical College, College of Humanities and Arts, Xianning, China"],"affiliations":[{"raw_affiliation_string":"Xianning Vocational Technical College, College of Humanities and Arts, Xianning, China","institution_ids":["https://openalex.org/I4210106931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101706361","display_name":"Yinghua Liu","orcid":"https://orcid.org/0000-0003-2079-9991"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yinghua Liu","raw_affiliation_strings":["Wuhan Institute of Design and Sciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Wuhan Institute of Design and Sciences, Wuhan, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100637453"],"corresponding_institution_ids":["https://openalex.org/I4210106931"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15306122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"149","last_page":"159"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9395999908447266,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9395999908447266,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9386000037193298,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9164000153541565,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.5751644372940063},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5579725503921509},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.542417585849762},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.5132803916931152},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4688844382762909},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.43283769488334656},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3498489260673523},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3044000267982483},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28565579652786255},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22602862119674683},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21450623869895935}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5751644372940063},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5579725503921509},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.542417585849762},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.5132803916931152},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4688844382762909},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.43283769488334656},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3498489260673523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3044000267982483},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28565579652786255},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22602862119674683},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21450623869895935},{"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:10.1007/978-3-030-51103-6_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-51103-6_13","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W56544557","https://openalex.org/W2021194610","https://openalex.org/W2038761522","https://openalex.org/W2052293776","https://openalex.org/W2065347048","https://openalex.org/W2077655735","https://openalex.org/W2138001464","https://openalex.org/W2245552239","https://openalex.org/W2261556940","https://openalex.org/W2537419609","https://openalex.org/W2734349601","https://openalex.org/W2884436604","https://openalex.org/W2946808158","https://openalex.org/W2963446712","https://openalex.org/W3003376336"],"related_works":["https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W2119012848","https://openalex.org/W1990205660","https://openalex.org/W2002739602","https://openalex.org/W2009776842","https://openalex.org/W2345647014","https://openalex.org/W2201192772","https://openalex.org/W1935138604","https://openalex.org/W3136891595"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}