{"id":"https://openalex.org/W3017055944","doi":"https://doi.org/10.1109/icit45562.2020.9067206","title":"Sunspot behavior forecast using neural networks approaches","display_name":"Sunspot behavior forecast using neural networks approaches","publication_year":2020,"publication_date":"2020-02-01","ids":{"openalex":"https://openalex.org/W3017055944","doi":"https://doi.org/10.1109/icit45562.2020.9067206","mag":"3017055944"},"language":"en","primary_location":{"id":"doi:10.1109/icit45562.2020.9067206","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit45562.2020.9067206","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Industrial Technology (ICIT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5075148627","display_name":"Sthefanie Monica Premebida","orcid":"https://orcid.org/0000-0002-8964-2119"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sthefanie Premebida","raw_affiliation_strings":["Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018974230","display_name":"Denise Pechebovicz","orcid":"https://orcid.org/0000-0002-1953-0533"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Denise Pechebovicz","raw_affiliation_strings":["Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078330121","display_name":"Thiago Camargo","orcid":null},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thiago Camargo","raw_affiliation_strings":["Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067957697","display_name":"Henrique Naz\u00e1rio","orcid":null},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Henrique Nazario","raw_affiliation_strings":["Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054857553","display_name":"Vinicios Soa","orcid":null},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Vinicios Soa","raw_affiliation_strings":["Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046162769","display_name":"Virg\u00ednia Baroncini","orcid":"https://orcid.org/0000-0001-6512-3958"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Virginia Baroncini","raw_affiliation_strings":["Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064471718","display_name":"Erikson de Morais","orcid":null},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Erikson de Morais","raw_affiliation_strings":["Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021970061","display_name":"Hugo Valadares Siqueira","orcid":"https://orcid.org/0000-0002-1278-4602"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Hugo Siqueira","raw_affiliation_strings":["Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056251028","display_name":"Diego Oliva","orcid":"https://orcid.org/0000-0001-8781-7993"},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Diego Oliva","raw_affiliation_strings":["Universidad de Guadalajara, CUCEI Guadalajara, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Guadalajara, CUCEI Guadalajara, Mexico","institution_ids":["https://openalex.org/I193181351"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048329604","display_name":"Marcella Scoczynski Ribeiro Martins","orcid":"https://orcid.org/0000-0002-5716-4968"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcella Martins","raw_affiliation_strings":["Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Technology, Paran\u00e1, Ponta Grossa - (UTFPR-PG)","institution_ids":["https://openalex.org/I1283613182"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0530253,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"103","issue":null,"first_page":"696","last_page":"700"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10251","display_name":"Solar and Space Plasma Dynamics","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10251","display_name":"Solar and Space Plasma Dynamics","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.983299970626831,"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/T14319","display_name":"Currency Recognition and Detection","score":0.9434000253677368,"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/sunspot","display_name":"Sunspot","score":0.9004193544387817},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6725913286209106},{"id":"https://openalex.org/keywords/sunspot-number","display_name":"Sunspot number","score":0.5285887718200684},{"id":"https://openalex.org/keywords/solar-physics","display_name":"Solar physics","score":0.5181668996810913},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46982240676879883},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.42967358231544495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3425936698913574},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1844809651374817},{"id":"https://openalex.org/keywords/solar-cycle","display_name":"Solar cycle","score":0.17768225073814392},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.150944322347641},{"id":"https://openalex.org/keywords/solar-wind","display_name":"Solar wind","score":0.14403802156448364},{"id":"https://openalex.org/keywords/astronomy","display_name":"Astronomy","score":0.14145249128341675}],"concepts":[{"id":"https://openalex.org/C197370839","wikidata":"https://www.wikidata.org/wiki/Q6582994","display_name":"Sunspot","level":3,"score":0.9004193544387817},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6725913286209106},{"id":"https://openalex.org/C2991813041","wikidata":"https://www.wikidata.org/wiki/Q2277190","display_name":"Sunspot number","level":5,"score":0.5285887718200684},{"id":"https://openalex.org/C183682340","wikidata":"https://www.wikidata.org/wiki/Q2043698","display_name":"Solar physics","level":2,"score":0.5181668996810913},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46982240676879883},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.42967358231544495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3425936698913574},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1844809651374817},{"id":"https://openalex.org/C43867161","wikidata":"https://www.wikidata.org/wiki/Q49385","display_name":"Solar cycle","level":4,"score":0.17768225073814392},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.150944322347641},{"id":"https://openalex.org/C108411613","wikidata":"https://www.wikidata.org/wiki/Q79833","display_name":"Solar wind","level":3,"score":0.14403802156448364},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.14145249128341675},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icit45562.2020.9067206","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit45562.2020.9067206","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Industrial Technology (ICIT)","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":28,"referenced_works":["https://openalex.org/W1569512666","https://openalex.org/W1633852400","https://openalex.org/W1982263400","https://openalex.org/W1993717606","https://openalex.org/W2017722767","https://openalex.org/W2026131661","https://openalex.org/W2062997331","https://openalex.org/W2082003993","https://openalex.org/W2088889783","https://openalex.org/W2111072639","https://openalex.org/W2116385855","https://openalex.org/W2136460477","https://openalex.org/W2141375123","https://openalex.org/W2168141462","https://openalex.org/W2200393290","https://openalex.org/W2418437829","https://openalex.org/W2609148117","https://openalex.org/W2773880513","https://openalex.org/W2797278886","https://openalex.org/W2808235535","https://openalex.org/W2883963956","https://openalex.org/W2913727102","https://openalex.org/W2947470691","https://openalex.org/W3105088526","https://openalex.org/W4211145224","https://openalex.org/W4256500173","https://openalex.org/W6636665094","https://openalex.org/W6763144993"],"related_works":["https://openalex.org/W2550134589","https://openalex.org/W2883244609","https://openalex.org/W1974863146","https://openalex.org/W2014676513","https://openalex.org/W3217335016","https://openalex.org/W4293060894","https://openalex.org/W2134201733","https://openalex.org/W2030545267","https://openalex.org/W1999277674","https://openalex.org/W3100549819"],"abstract_inverted_index":{"The":[0],"study":[1,33],"of":[2,6,12,26,36,90],"solar":[3,27,38,56],"activity":[4,57,64],"is":[5,23],"great":[7,19],"interest":[8],"for":[9,32,98],"the":[10,16,24,69,99],"recognition":[11,35],"its":[13],"influence":[14],"on":[15,55],"earth.":[17],"A":[18],"step":[20],"in":[21],"astronomy":[22],"prediction":[25],"activity,":[28],"allowing":[29],"better":[30],"preparation":[31],"and":[34,39,61,77,80],"future":[37],"terrestrial":[40],"events.":[41],"In":[42],"our":[43],"research":[44],"we":[45],"used":[46],"Neural":[47],"Networks":[48],"models":[49],"to":[50],"predict":[51],"sunspot":[52],"numbers":[53],"based":[54],"recorded":[58],"between":[59],"1818":[60],"2019.":[62],"Solar":[63,70,82],"data":[65],"were":[66],"taken":[67],"from":[68],"Influences":[71],"Data":[72],"analysis":[73],"Center":[74],"(SIDC)":[75],"website":[76],"Sunspot":[78],"Index":[79],"Long-term":[81],"Observations":[83],"(SILSO).":[84],"Results":[85],"show":[86],"a":[87,95],"high":[88],"potential":[89],"this":[91],"processing":[92],"that":[93],"become":[94],"competitive":[96],"approach":[97],"sunspots":[100],"prediction.":[101]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
