{"id":"https://openalex.org/W2103543484","doi":"https://doi.org/10.1109/fuzzy.2009.5277273","title":"On the effectiveness of fuzzy clustering as a data discretization technique for large-scale classification of solar images","display_name":"On the effectiveness of fuzzy clustering as a data discretization technique for large-scale classification of solar images","publication_year":2009,"publication_date":"2009-08-01","ids":{"openalex":"https://openalex.org/W2103543484","doi":"https://doi.org/10.1109/fuzzy.2009.5277273","mag":"2103543484"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2009.5277273","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277273","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","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/A5011590035","display_name":"Juan M. Banda","orcid":"https://orcid.org/0000-0001-8499-824X"},"institutions":[{"id":"https://openalex.org/I23732399","display_name":"Montana State University","ror":"https://ror.org/02w0trx84","country_code":"US","type":"education","lineage":["https://openalex.org/I23732399","https://openalex.org/I4210126032"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Juan M. Banda","raw_affiliation_strings":["Department of Computer Science, Montana State University, Bozemon, MT, USA","Department of Computer Science Montana State University, Bozeman, MT, 59715 USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Montana State University, Bozemon, MT, USA","institution_ids":["https://openalex.org/I23732399"]},{"raw_affiliation_string":"Department of Computer Science Montana State University, Bozeman, MT, 59715 USA","institution_ids":["https://openalex.org/I23732399"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009847987","display_name":"Rafal A. Angryk","orcid":"https://orcid.org/0000-0001-9598-8207"},"institutions":[{"id":"https://openalex.org/I23732399","display_name":"Montana State University","ror":"https://ror.org/02w0trx84","country_code":"US","type":"education","lineage":["https://openalex.org/I23732399","https://openalex.org/I4210126032"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rafal A. Angryk","raw_affiliation_strings":["Department of Computer Science, Montana State University, Bozemon, MT, USA","Department of Computer Science Montana State University, Bozeman, MT, 59715 USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Montana State University, Bozemon, MT, USA","institution_ids":["https://openalex.org/I23732399"]},{"raw_affiliation_string":"Department of Computer Science Montana State University, Bozeman, MT, 59715 USA","institution_ids":["https://openalex.org/I23732399"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5011590035"],"corresponding_institution_ids":["https://openalex.org/I23732399"],"apc_list":null,"apc_paid":null,"fwci":4.3618,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.94466775,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"4","issue":null,"first_page":"2019","last_page":"2024"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9316999912261963,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9316999912261963,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9257000088691711,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.9249554872512817},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7573505640029907},{"id":"https://openalex.org/keywords/discretization-of-continuous-features","display_name":"Discretization of continuous features","score":0.6244031190872192},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.6171095371246338},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5554124116897583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5462311506271362},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5321782231330872},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5145427584648132},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5130935907363892},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3665177822113037},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31477272510528564}],"concepts":[{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.9249554872512817},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7573505640029907},{"id":"https://openalex.org/C105427703","wikidata":"https://www.wikidata.org/wiki/Q665193","display_name":"Discretization of continuous features","level":4,"score":0.6244031190872192},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.6171095371246338},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5554124116897583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5462311506271362},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5321782231330872},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5145427584648132},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5130935907363892},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3665177822113037},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31477272510528564},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C126148662","wikidata":"https://www.wikidata.org/wiki/Q3890355","display_name":"Discretization error","level":3,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2009.5277273","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277273","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","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":27,"referenced_works":["https://openalex.org/W87092222","https://openalex.org/W191219794","https://openalex.org/W1507029541","https://openalex.org/W1562433487","https://openalex.org/W1570448133","https://openalex.org/W1833977909","https://openalex.org/W1877942231","https://openalex.org/W1972388998","https://openalex.org/W1987801991","https://openalex.org/W1996747841","https://openalex.org/W2039612688","https://openalex.org/W2044465660","https://openalex.org/W2050545255","https://openalex.org/W2068879682","https://openalex.org/W2101643262","https://openalex.org/W2106745606","https://openalex.org/W2113076747","https://openalex.org/W2127218421","https://openalex.org/W2140346843","https://openalex.org/W2140785063","https://openalex.org/W2966207845","https://openalex.org/W3176049587","https://openalex.org/W6603586546","https://openalex.org/W6633844980","https://openalex.org/W6647172677","https://openalex.org/W6675431314","https://openalex.org/W6678914141"],"related_works":["https://openalex.org/W2378829248","https://openalex.org/W1492103595","https://openalex.org/W2005929752","https://openalex.org/W2370926798","https://openalex.org/W2340621450","https://openalex.org/W2357904669","https://openalex.org/W1864774435","https://openalex.org/W2383105441","https://openalex.org/W2799209613","https://openalex.org/W3135322664"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"experimental":[3,89],"results":[4,59,90,109],"on":[5,35,57,70,80,104,110],"the":[6,52,77,85,111,114,118],"utilization":[7],"of":[8,17,63,94,120],"fuzzy":[9,32,98],"clustering":[10,33,44,99],"as":[11],"a":[12],"discretization":[13,93,126],"technique":[14],"for":[15],"purpose":[16],"solar":[18,27],"images":[19],"recognition.":[20],"By":[21],"extracting":[22],"texture":[23,65],"features":[24,66],"from":[25],"our":[26,64,81,95,105],"images,":[28],"and":[29,46,67,113,117],"consequently":[30],"applying":[31],"techniques":[34],"these":[36,58],"features,":[37],"we":[38,60],"were":[39],"able":[40],"to":[41],"determine":[42],"what":[43,47],"algorithm":[45],"algorithm's":[48],"initialization":[49],"parameters":[50],"produced":[51,107],"best":[53],"data":[54,83,96],"discretization.":[55],"Based":[56],"discretized":[61,86,115],"some":[62],"ran":[68],"them":[69],"two":[71],"different":[72],"classifiers":[73,78,106],"comparing":[74],"how":[75],"well":[76],"performed":[79],"original":[82,112],"versus":[84],"data.":[87],"Our":[88],"demonstrate":[91],"that":[92],"via":[97],"carries":[100],"significant":[101],"potential":[102],"since":[103],"similar":[108],"data,":[116],"reduction":[119],"storage":[121],"space":[122],"achieved":[123],"through":[124],"cluster-based":[125],"has":[127],"been":[128],"very":[129],"significant.":[130]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}