{"id":"https://openalex.org/W4327500508","doi":"https://doi.org/10.1109/snams58071.2022.10062702","title":"A Platform for Automated Solar Data Analysis Using Machine Learning","display_name":"A Platform for Automated Solar Data Analysis Using Machine Learning","publication_year":2022,"publication_date":"2022-11-29","ids":{"openalex":"https://openalex.org/W4327500508","doi":"https://doi.org/10.1109/snams58071.2022.10062702"},"language":"en","primary_location":{"id":"doi:10.1109/snams58071.2022.10062702","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/snams58071.2022.10062702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS)","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/A5004227596","display_name":"Ola Younis","orcid":"https://orcid.org/0000-0002-9216-6707"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Ola Younis","raw_affiliation_strings":["University of Liverpool,Department of Computer Science,Liverpool,UK","Department of Computer Science, University of Liverpool, Liverpool, UK"],"affiliations":[{"raw_affiliation_string":"University of Liverpool,Department of Computer Science,Liverpool,UK","institution_ids":["https://openalex.org/I146655781"]},{"raw_affiliation_string":"Department of Computer Science, University of Liverpool, Liverpool, UK","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009036501","display_name":"Yahya Tashtoush","orcid":"https://orcid.org/0000-0002-4248-8732"},"institutions":[{"id":"https://openalex.org/I156983542","display_name":"Jordan University of Science and Technology","ror":"https://ror.org/03y8mtb59","country_code":"JO","type":"education","lineage":["https://openalex.org/I156983542"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Yahya Tashtoush","raw_affiliation_strings":["Jordan University of Science and Technology,Computer Science Department,Jordan","Computer Science Department, Jordan University of Science and Technology, Jordan"],"affiliations":[{"raw_affiliation_string":"Jordan University of Science and Technology,Computer Science Department,Jordan","institution_ids":["https://openalex.org/I156983542"]},{"raw_affiliation_string":"Computer Science Department, Jordan University of Science and Technology, Jordan","institution_ids":["https://openalex.org/I156983542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046124949","display_name":"Mohammad H. Alomari","orcid":"https://orcid.org/0000-0002-7874-7679"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]},{"id":"https://openalex.org/I146367977","display_name":"Applied Science Private University","ror":"https://ror.org/01ah6nb52","country_code":"JO","type":"education","lineage":["https://openalex.org/I146367977"]}],"countries":["GB","JO"],"is_corresponding":false,"raw_author_name":"Mohammad Alomari","raw_affiliation_strings":["University of Liverpool,UK","University of Liverpool, UK","UK Applied Science Research Center, Applied Science Private University, Jordan"],"affiliations":[{"raw_affiliation_string":"University of Liverpool,UK","institution_ids":["https://openalex.org/I146655781"]},{"raw_affiliation_string":"University of Liverpool, UK","institution_ids":["https://openalex.org/I146655781"]},{"raw_affiliation_string":"UK Applied Science Research Center, Applied Science Private University, Jordan","institution_ids":["https://openalex.org/I146367977"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091723521","display_name":"Omar Darwish","orcid":"https://orcid.org/0000-0001-8346-7148"},"institutions":[{"id":"https://openalex.org/I138216421","display_name":"Eastern Michigan University","ror":"https://ror.org/02ehshm78","country_code":"US","type":"education","lineage":["https://openalex.org/I138216421"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Omar Darwish","raw_affiliation_strings":["Eastern Michigan University,Information Security and Applied Computing,Ypsilanti,USA","Information Security and Applied Computing, Eastern Michigan University, Ypsilanti, USA"],"affiliations":[{"raw_affiliation_string":"Eastern Michigan University,Information Security and Applied Computing,Ypsilanti,USA","institution_ids":["https://openalex.org/I138216421"]},{"raw_affiliation_string":"Information Security and Applied Computing, Eastern Michigan University, Ypsilanti, USA","institution_ids":["https://openalex.org/I138216421"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5004227596"],"corresponding_institution_ids":["https://openalex.org/I146655781"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14020681,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10251","display_name":"Solar and Space Plasma Dynamics","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9340999722480774,"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/T10039","display_name":"Stellar, planetary, and galactic studies","score":0.9279999732971191,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/solar-prominence","display_name":"Solar prominence","score":0.7590416073799133},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6921425461769104},{"id":"https://openalex.org/keywords/coronal-mass-ejection","display_name":"Coronal mass ejection","score":0.6085097789764404},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5638074278831482},{"id":"https://openalex.org/keywords/space-weather","display_name":"Space weather","score":0.5071327686309814},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4141315817832947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38439905643463135},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32631462812423706},{"id":"https://openalex.org/keywords/solar-wind","display_name":"Solar wind","score":0.1521618664264679},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.10126939415931702}],"concepts":[{"id":"https://openalex.org/C193145208","wikidata":"https://www.wikidata.org/wiki/Q221699","display_name":"Solar prominence","level":3,"score":0.7590416073799133},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6921425461769104},{"id":"https://openalex.org/C72886185","wikidata":"https://www.wikidata.org/wiki/Q129890","display_name":"Coronal mass ejection","level":4,"score":0.6085097789764404},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5638074278831482},{"id":"https://openalex.org/C151325931","wikidata":"https://www.wikidata.org/wiki/Q584093","display_name":"Space weather","level":2,"score":0.5071327686309814},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4141315817832947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38439905643463135},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32631462812423706},{"id":"https://openalex.org/C108411613","wikidata":"https://www.wikidata.org/wiki/Q79833","display_name":"Solar wind","level":3,"score":0.1521618664264679},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.10126939415931702},{"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},{"id":"https://openalex.org/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/snams58071.2022.10062702","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/snams58071.2022.10062702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1544526172","https://openalex.org/W1959998928","https://openalex.org/W1964244276","https://openalex.org/W1966545827","https://openalex.org/W1972994815","https://openalex.org/W1999049503","https://openalex.org/W2006958834","https://openalex.org/W2036364245","https://openalex.org/W2056890589","https://openalex.org/W2068909777","https://openalex.org/W2069132043","https://openalex.org/W2138179620","https://openalex.org/W2154469849","https://openalex.org/W2169129617","https://openalex.org/W3102082685","https://openalex.org/W3212249490"],"related_works":["https://openalex.org/W2060516741","https://openalex.org/W2811032695","https://openalex.org/W2516305142","https://openalex.org/W239941556","https://openalex.org/W2836786327","https://openalex.org/W3099460514","https://openalex.org/W3203382395","https://openalex.org/W2592634354","https://openalex.org/W3106018359","https://openalex.org/W2946658906"],"abstract_inverted_index":{"This":[0,18],"paper":[1],"presents":[2],"a":[3,120],"computer":[4,19,83],"platform":[5],"for":[6],"the":[7,22,40,75,100,114,117],"automated":[8],"analysis":[9,76],"of":[10,33,77,87,119],"associations":[11,41,88],"among":[12,42],"different":[13],"solar":[14,34,43,60,78],"events":[15],"and":[16,37,49,80,89],"activities.":[17],"tool":[20,84],"enables":[21],"advanced":[23],"learning":[24,102,107],"by":[25],"implementing":[26],"many":[27],"associations'":[28],"algorithms":[29,103],"to":[30,38,57,99,104],"analyze":[31],"years":[32],"catalogues":[35,62],"data":[36,61],"study":[39],"flares,":[44],"eruptive":[45],"filaments":[46],"per":[47],"prominences":[48],"Coronal":[50],"Mass":[51],"Ejections":[52],"(CMEs).":[53],"The":[54,82],"aim":[55],"is":[56],"combine":[58],"all":[59],"in":[63,74,113],"one":[64],"dynamic":[65],"space":[66],"weather":[67],"database":[68],"that":[69,93,109],"can":[70,94,110],"be":[71,95,111],"easily":[72],"used":[73,96],"activities":[79],"features.":[81],"identifies":[85],"patterns":[86],"provides":[90],"numerical":[91],"representations":[92],"as":[97],"inputs":[98],"machine":[101],"provide":[105],"computerized":[106],"rules":[108],"developed":[112],"future":[115],"within":[116],"context":[118],"real-time":[121],"prediction":[122],"system.":[123]},"counts_by_year":[],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}