{"id":"https://openalex.org/W3130247717","doi":"https://doi.org/10.1007/978-3-030-68780-9_3","title":"Environmental Time Series Prediction with Missing Data by Machine Learning and Dynamics Recostruction","display_name":"Environmental Time Series Prediction with Missing Data by Machine Learning and Dynamics Recostruction","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3130247717","doi":"https://doi.org/10.1007/978-3-030-68780-9_3","mag":"3130247717"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-68780-9_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68780-9_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5004903586","display_name":"Francesco Camastra","orcid":"https://orcid.org/0000-0003-4439-7583"},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Camastra","raw_affiliation_strings":["Department of Science and Technology, University of Naples Parthenope, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science and Technology, University of Naples Parthenope, Naples, Italy","institution_ids":["https://openalex.org/I183638586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055222826","display_name":"Vincenzo Capone","orcid":"https://orcid.org/0000-0003-1606-217X"},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vincenzo Capone","raw_affiliation_strings":["Department of Science and Technology, University of Naples Parthenope, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science and Technology, University of Naples Parthenope, Naples, Italy","institution_ids":["https://openalex.org/I183638586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083215657","display_name":"Angelo Ciaramella","orcid":"https://orcid.org/0000-0001-5592-7995"},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angelo Ciaramella","raw_affiliation_strings":["Department of Science and Technology, University of Naples Parthenope, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science and Technology, University of Naples Parthenope, Naples, Italy","institution_ids":["https://openalex.org/I183638586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073078168","display_name":"Tony Christian Landi","orcid":"https://orcid.org/0000-0002-5969-6677"},"institutions":[{"id":"https://openalex.org/I4210096500","display_name":"Institute of Atmospheric Sciences and Climate","ror":"https://ror.org/00n8ttd98","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210096500","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tony Christian Landi","raw_affiliation_strings":["Istituto di Scienze dell\u2019 Atmosfera e del Clima (ISAC), CNR, Bologna, Italy","Istituto di Scienze dell' Atmosfera e del Clima (ISAC), CNR, Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto di Scienze dell\u2019 Atmosfera e del Clima (ISAC), CNR, Bologna, Italy","institution_ids":["https://openalex.org/I4210096500"]},{"raw_affiliation_string":"Istituto di Scienze dell' Atmosfera e del Clima (ISAC), CNR, Bologna, Italy","institution_ids":["https://openalex.org/I4210096500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072720343","display_name":"Angelo Riccio","orcid":"https://orcid.org/0000-0001-7775-5565"},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angelo Riccio","raw_affiliation_strings":["Department of Science and Technology, University of Naples Parthenope, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science and Technology, University of Naples Parthenope, Naples, Italy","institution_ids":["https://openalex.org/I183638586"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026753803","display_name":"Antonino Staiano","orcid":"https://orcid.org/0000-0002-4708-5860"},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonino Staiano","raw_affiliation_strings":["Department of Science and Technology, University of Naples Parthenope, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science and Technology, University of Naples Parthenope, Naples, Italy","institution_ids":["https://openalex.org/I183638586"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4594,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46016823,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"26","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9916999936103821,"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":0.9916999936103821,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.8802191019058228},{"id":"https://openalex.org/keywords/unavailability","display_name":"Unavailability","score":0.787601113319397},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7409245371818542},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6765562295913696},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6512866020202637},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.6367127299308777},{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.5646471381187439},{"id":"https://openalex.org/keywords/iterated-function","display_name":"Iterated function","score":0.49223271012306213},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4738640785217285},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.462831050157547},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.45490866899490356},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43442943692207336},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40310096740722656},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2254699170589447},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1390809714794159}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.8802191019058228},{"id":"https://openalex.org/C2780505938","wikidata":"https://www.wikidata.org/wiki/Q17093282","display_name":"Unavailability","level":2,"score":0.787601113319397},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7409245371818542},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6765562295913696},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6512866020202637},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.6367127299308777},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.5646471381187439},{"id":"https://openalex.org/C140479938","wikidata":"https://www.wikidata.org/wiki/Q5254619","display_name":"Iterated function","level":2,"score":0.49223271012306213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4738640785217285},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.462831050157547},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.45490866899490356},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43442943692207336},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40310096740722656},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2254699170589447},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1390809714794159},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-68780-9_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68780-9_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:ricerca.uniparthenope.it:11367/96870","is_oa":false,"landing_page_url":"http://hdl.handle.net/11367/96870","pdf_url":null,"source":{"id":"https://openalex.org/S4377196432","display_name":"CINECA IRIS Institutial research information system (Parthenope University of Naples)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183638586","host_organization_name":"Parthenope University of Naples","host_organization_lineage":["https://openalex.org/I183638586"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1545848227","https://openalex.org/W1548151805","https://openalex.org/W1549386224","https://openalex.org/W1555614281","https://openalex.org/W1576520375","https://openalex.org/W1601740268","https://openalex.org/W1746819321","https://openalex.org/W1966532305","https://openalex.org/W1987203652","https://openalex.org/W2001631692","https://openalex.org/W2029401646","https://openalex.org/W2049633694","https://openalex.org/W2083036585","https://openalex.org/W2148603752","https://openalex.org/W2207662037","https://openalex.org/W2467203645","https://openalex.org/W2528937865","https://openalex.org/W2903585607","https://openalex.org/W3129711340","https://openalex.org/W4205687621","https://openalex.org/W4205701142","https://openalex.org/W4211049957"],"related_works":["https://openalex.org/W2181530120","https://openalex.org/W4211215373","https://openalex.org/W2024529227","https://openalex.org/W1574575415","https://openalex.org/W3144172081","https://openalex.org/W3179858851","https://openalex.org/W3028371478","https://openalex.org/W2081476516","https://openalex.org/W2581984549","https://openalex.org/W3123177881"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2021-03-01T00:00:00"}
