{"id":"https://openalex.org/W2110525042","doi":"https://doi.org/10.1109/fuzzy.2009.5277299","title":"A genetic fuzzy rule-based classifier for land cover image classification","display_name":"A genetic fuzzy rule-based classifier for land cover image classification","publication_year":2009,"publication_date":"2009-08-01","ids":{"openalex":"https://openalex.org/W2110525042","doi":"https://doi.org/10.1109/fuzzy.2009.5277299","mag":"2110525042"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2009.5277299","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277299","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/A5070647965","display_name":"Dimitris Stavrakoudis","orcid":"https://orcid.org/0000-0001-9370-5058"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"D. G. Stavrakoudis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece","Department of Electrical and Computer Engineering, Division of Electronics and Computer Engineering, Aristotle University of Thessaloniki, 54124, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Division of Electronics and Computer Engineering, Aristotle University of Thessaloniki, 54124, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008240458","display_name":"John B. Theocharis","orcid":"https://orcid.org/0000-0003-3814-8652"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"J. B. Theocharis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece","Department of Electrical and Computer Engineering, Division of Electronics and Computer Engineering, Aristotle University of Thessaloniki, 54124, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Division of Electronics and Computer Engineering, Aristotle University of Thessaloniki, 54124, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5070647965"],"corresponding_institution_ids":["https://openalex.org/I21370196"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.1881438,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"1677","last_page":"1682"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9811000227928162,"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/T10320","display_name":"Neural Networks and Applications","score":0.9625999927520752,"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/fuzzy-rule","display_name":"Fuzzy rule","score":0.7406168580055237},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6044536232948303},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.6011031270027161},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5723210573196411},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.5530315041542053},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5393649339675903},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5276854038238525},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.52130126953125},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5144169926643372},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.5038191676139832},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.49354469776153564},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.4907704293727875},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.48761263489723206},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4672759771347046},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4316246509552002},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4152248501777649},{"id":"https://openalex.org/keywords/classification-rule","display_name":"Classification rule","score":0.41254934668540955},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3312481939792633},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.19874000549316406},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.12389609217643738},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08784186840057373}],"concepts":[{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.7406168580055237},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6044536232948303},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.6011031270027161},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5723210573196411},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.5530315041542053},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5393649339675903},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5276854038238525},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.52130126953125},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5144169926643372},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5038191676139832},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.49354469776153564},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.4907704293727875},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.48761263489723206},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4672759771347046},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4316246509552002},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4152248501777649},{"id":"https://openalex.org/C104317236","wikidata":"https://www.wikidata.org/wiki/Q4330126","display_name":"Classification rule","level":2,"score":0.41254934668540955},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3312481939792633},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.19874000549316406},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.12389609217643738},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08784186840057373},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2009.5277299","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277299","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":18,"referenced_works":["https://openalex.org/W1559956479","https://openalex.org/W1573632620","https://openalex.org/W1597717349","https://openalex.org/W1648556314","https://openalex.org/W1969191437","https://openalex.org/W2006566264","https://openalex.org/W2046803845","https://openalex.org/W2097460058","https://openalex.org/W2102248717","https://openalex.org/W2111275757","https://openalex.org/W2112076978","https://openalex.org/W2124629517","https://openalex.org/W2133617300","https://openalex.org/W2137343229","https://openalex.org/W2154757511","https://openalex.org/W4236065546","https://openalex.org/W4256027034","https://openalex.org/W6676769703"],"related_works":["https://openalex.org/W2050337454","https://openalex.org/W2595285209","https://openalex.org/W2156706185","https://openalex.org/W2425308538","https://openalex.org/W2171646384","https://openalex.org/W2151351600","https://openalex.org/W2143613987","https://openalex.org/W1532864123","https://openalex.org/W1504871275","https://openalex.org/W2141138062"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"the":[3,47,64,67,71,76,80,84,87,94,104,107,113,118,132,146],"use":[4],"of":[5,46,66,79,86],"a":[6,36,136],"boosted":[7],"genetic":[8,57],"fuzzy":[9,33,68,108],"classifier":[10],"(BGFC)":[11],"for":[12],"land":[13],"cover":[14],"classification":[15,114],"from":[16,159],"multispectral":[17,128],"images.":[18],"The":[19,28,90,121,142],"model's":[20],"learning":[21],"algorithm":[22,38,101],"is":[23,52,123,149],"divided":[24],"into":[25],"two":[26],"stages.":[27],"first":[29,119],"stage":[30,92],"iteratively":[31],"generates":[32],"rules,":[34],"employing":[35],"boosting":[37],"that":[39,145],"localizes":[40],"new":[41],"rules":[42,109],"in":[43,70,131,139],"uncovered":[44],"subspaces":[45],"feature":[48,154,161],"space.":[49],"Each":[50],"rule":[51,58,96],"obtained":[53,88,95],"through":[54,98],"an":[55,99,126],"efficient":[56],"extraction":[59],"method,":[60],"which":[61],"both":[62],"adapts":[63],"parameters":[65],"sets":[69],"premise":[72],"space":[73],"and":[74],"determines":[75],"required":[77],"features":[78],"rule,":[81],"further":[82],"improving":[83,103],"interpretability":[85],"model.":[89],"second":[91],"fine-tunes":[93],"base":[97],"evolutionary":[100],"(EA),":[102],"cooperation":[105],"among":[106],"and,":[110],"thus,":[111],"increasing":[112],"performance":[115],"attained":[116],"after":[117],"stage.":[120],"BGFC":[122],"tested":[124],"using":[125],"IKONOS":[127],"VHR":[129],"image,":[130],"agricultural":[133],"area":[134],"surrounding":[135],"lake-wetland":[137],"ecosystem":[138],"northern":[140],"Greece.":[141],"results":[143],"indicate":[144],"proposed":[147],"system":[148],"able":[150],"to":[151],"handle":[152],"multi-dimensional":[153],"spaces,":[155],"effectively":[156],"exploiting":[157],"information":[158],"different":[160],"sources.":[162]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
