{"id":"https://openalex.org/W3090313225","doi":"https://doi.org/10.1109/ijcnn48605.2020.9206596","title":"A Computational Intelligence Characterization of Solar Magnetograms","display_name":"A Computational Intelligence Characterization of Solar Magnetograms","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3090313225","doi":"https://doi.org/10.1109/ijcnn48605.2020.9206596","mag":"3090313225"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn48605.2020.9206596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9206596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","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/A5019572093","display_name":"Julio J. Vald\u00e9s","orcid":"https://orcid.org/0000-0003-2930-0325"},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Julio J. Valdes","raw_affiliation_strings":["Digital Technologies Research Centre, National Research Council Canada, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Digital Technologies Research Centre, National Research Council Canada, Ottawa, Canada","institution_ids":["https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042604611","display_name":"Ljubomir Nikoli\u0107","orcid":"https://orcid.org/0000-0003-1857-9391"},"institutions":[{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ljubomir Nikolic","raw_affiliation_strings":["Canadian Hazards Information Service, Natural Resources Canada, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Canadian Hazards Information Service, Natural Resources Canada, Ottawa, Canada","institution_ids":["https://openalex.org/I1281735042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027716492","display_name":"Simone Disabato","orcid":"https://orcid.org/0000-0001-5991-2651"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simone Disabato","raw_affiliation_strings":["Dip. di Elettronica, Informazione e Bioingegneria Politecnico di Milano Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dip. di Elettronica, Informazione e Bioingegneria Politecnico di Milano Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035547226","display_name":"Manuel Roveri","orcid":"https://orcid.org/0000-0001-7828-7687"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Manual Roveri","raw_affiliation_strings":["Dip. di Elettronica, Informazione e Bioingegneria Politecnico di Milano Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dip. di Elettronica, Informazione e Bioingegneria Politecnico di Milano Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019572093"],"corresponding_institution_ids":["https://openalex.org/I4210159778"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10552004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"d","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10251","display_name":"Solar and Space Plasma Dynamics","score":0.9929999709129333,"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":0.9929999709129333,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.989799976348877,"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"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9283000230789185,"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/computer-science","display_name":"Computer science","score":0.5595845580101013},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5025525093078613},{"id":"https://openalex.org/keywords/space-weather","display_name":"Space weather","score":0.47965744137763977},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.471131294965744},{"id":"https://openalex.org/keywords/homogeneity","display_name":"Homogeneity (statistics)","score":0.4403451681137085},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.43994542956352234},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4352799654006958},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4156426787376404},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3350805342197418},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3282684087753296},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.22914853692054749},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16472011804580688},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09710389375686646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5595845580101013},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5025525093078613},{"id":"https://openalex.org/C151325931","wikidata":"https://www.wikidata.org/wiki/Q584093","display_name":"Space weather","level":2,"score":0.47965744137763977},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.471131294965744},{"id":"https://openalex.org/C142259097","wikidata":"https://www.wikidata.org/wiki/Q5891314","display_name":"Homogeneity (statistics)","level":2,"score":0.4403451681137085},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.43994542956352234},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4352799654006958},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4156426787376404},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3350805342197418},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3282684087753296},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.22914853692054749},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16472011804580688},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09710389375686646}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ijcnn48605.2020.9206596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9206596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:be7b8a6e-c2c2-4985-bb7a-2c00e46c0242","is_oa":false,"landing_page_url":"https://nrc-publications.canada.ca/eng/view/accepted/?id=be7b8a6e-c2c2-4985-bb7a-2c00e46c0242","pdf_url":null,"source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","issn_l":null,"issn":null,"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":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:re.public.polimi.it:11311/1169405","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/1169405","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W87092222","https://openalex.org/W1538131130","https://openalex.org/W1912033148","https://openalex.org/W1974393980","https://openalex.org/W1984866745","https://openalex.org/W2015887370","https://openalex.org/W2024464413","https://openalex.org/W2027986371","https://openalex.org/W2029401646","https://openalex.org/W2060131032","https://openalex.org/W2089468765","https://openalex.org/W2100567442","https://openalex.org/W2105997365","https://openalex.org/W2119821739","https://openalex.org/W2124812588","https://openalex.org/W2125765013","https://openalex.org/W2133665775","https://openalex.org/W2134312057","https://openalex.org/W2149933564","https://openalex.org/W2150593711","https://openalex.org/W2157169955","https://openalex.org/W2157444450","https://openalex.org/W2160642098","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2290898426","https://openalex.org/W2798371872","https://openalex.org/W2810615273","https://openalex.org/W2890502135","https://openalex.org/W2893167765","https://openalex.org/W2897392914","https://openalex.org/W2964402956","https://openalex.org/W2979202815","https://openalex.org/W2981658155","https://openalex.org/W3100748697","https://openalex.org/W4239510810","https://openalex.org/W4285719527","https://openalex.org/W4299518610","https://openalex.org/W6632100814","https://openalex.org/W6657721935","https://openalex.org/W6682132143","https://openalex.org/W6683161245","https://openalex.org/W6683389101","https://openalex.org/W6684191040","https://openalex.org/W6755108618"],"related_works":["https://openalex.org/W1999392235","https://openalex.org/W2075537321","https://openalex.org/W2055668825","https://openalex.org/W4296209631","https://openalex.org/W2059493168","https://openalex.org/W2371593620","https://openalex.org/W2156037511","https://openalex.org/W2572678357","https://openalex.org/W2019481703","https://openalex.org/W2024930283"],"abstract_inverted_index":{"Space":[0],"Weather":[1],"(SW)":[2],"poses":[3],"a":[4],"hazard":[5],"to":[6,138],"modern":[7],"society.":[8],"SW":[9],"phenomena":[10],"depend":[11],"on":[12],"the":[13,21,66,71,83,87,91,102,113,139,143,153,170],"Sun's":[14],"magnetic":[15,23,73,110],"field":[16,24],"and":[17,19,53,68,79,107,123,160],"understanding":[18],"forecasting":[20],"solar":[22,42,88,171],"is":[25],"an":[26],"important":[27],"research":[28],"subject.":[29],"To":[30],"achieve":[31],"this":[32,35],"goal,":[33],"in":[34,104,129,149,157],"paper":[36],"Global":[37],"Oscillation":[38],"Network":[39],"Group":[40],"(GONG)":[41],"magnetograms":[43],"2006-2019":[44],"are":[45],"investigated":[46],"with":[47,82,120,152],"different":[48,84],"approaches":[49],"provided":[50],"by":[51],"unsupervised":[52],"supervised":[54],"Computational":[55],"Intelligence":[56],"techniques.":[57],"Such":[58,145],"techniques":[59,126],"were":[60,99,127],"successful":[61],"at":[62,166],"providing":[63,130],"insights":[64],"into":[65],"behavior":[67],"evolution":[69],"of":[70,77,86,96,109,142,169],"photospheric":[72],"field,":[74],"revealing":[75],"patterns":[76],"activity":[78],"their":[80],"relation":[81],"phases":[85],"cycle.":[89,144],"On":[90,112],"one":[92],"hand,":[93,115],"representative":[94],"prototypes":[95],"synoptic":[97],"maps":[98],"found,":[100],"capturing":[101],"variations":[103],"homogeneity,":[105],"intensity":[106],"variability":[108],"activity.":[111],"other":[114],"Convolutional":[116],"neural":[117],"networks":[118],"combined":[119],"transfer":[121],"learning":[122],"dimensionality":[124],"reduction":[125],"helpful":[128],"classification":[131,162],"models":[132,146],"which":[133],"accurately":[134],"predict":[135],"classes":[136,155],"associated":[137],"main":[140],"stages":[141],"provide":[147],"results":[148],"good":[150],"correspondence":[151],"natural":[154],"found":[156],"feature":[158],"spaces":[159],"have":[161],"errors":[163],"concentrated":[164],"mostly":[165],"transition":[167],"periods":[168],"cycles.":[172]},"counts_by_year":[],"updated_date":"2026-03-02T08:37:19.008085","created_date":"2020-10-08T00:00:00"}
