{"id":"https://openalex.org/W4390481656","doi":"https://doi.org/10.1109/icfsp59764.2023.10372938","title":"Evolutionary Algorithms Based Feature Selection For Remote Sensing Image Classification","display_name":"Evolutionary Algorithms Based Feature Selection For Remote Sensing Image Classification","publication_year":2023,"publication_date":"2023-10-23","ids":{"openalex":"https://openalex.org/W4390481656","doi":"https://doi.org/10.1109/icfsp59764.2023.10372938"},"language":"en","primary_location":{"id":"doi:10.1109/icfsp59764.2023.10372938","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icfsp59764.2023.10372938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 8th International Conference on Frontiers of Signal Processing (ICFSP)","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/A5062876496","display_name":"Mohammed Bilel Amri","orcid":"https://orcid.org/0009-0009-2417-3428"},"institutions":[{"id":"https://openalex.org/I4210140819","display_name":"CRSTRA","ror":"https://ror.org/056ahff07","country_code":"DZ","type":"facility","lineage":["https://openalex.org/I4210140819"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohammed Bilel Amri","raw_affiliation_strings":["Centre des Techniques Spatiales,Agence Spatiale Alg&#x00E9;rienne,Arzew,Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre des Techniques Spatiales,Agence Spatiale Alg&#x00E9;rienne,Arzew,Algeria","institution_ids":["https://openalex.org/I4210140819"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053633048","display_name":"Dounia Yedjour","orcid":null},"institutions":[{"id":"https://openalex.org/I3124969661","display_name":"Universit\u00e9 des Sciences et de la Technologie d'Oran Mohamed Boudiaf","ror":"https://ror.org/02nbj1r55","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3124969661"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Dounia Yedjour","raw_affiliation_strings":["Universit&#x00E9; des Sciences et de la Technologie,d&#x2019;Oran Mohamed Boudiaf USTO-MB,Oran,Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; des Sciences et de la Technologie,d&#x2019;Oran Mohamed Boudiaf USTO-MB,Oran,Algeria","institution_ids":["https://openalex.org/I3124969661"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070843953","display_name":"Mohammed El Amin Larabi","orcid":"https://orcid.org/0000-0002-6220-5621"},"institutions":[{"id":"https://openalex.org/I2800589340","display_name":"Algerian Petroleum Institute","ror":"https://ror.org/02xs4jc78","country_code":"DZ","type":"facility","lineage":["https://openalex.org/I2800589340"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohammed El Amin Larabi","raw_affiliation_strings":["Algerian Space Agency,Algeria","Algerian Space Agency, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Algerian Space Agency,Algeria","institution_ids":["https://openalex.org/I2800589340"]},{"raw_affiliation_string":"Algerian Space Agency, Algeria","institution_ids":["https://openalex.org/I2800589340"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"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":0.26017962,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"79","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9975000023841858,"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":0.9975000023841858,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9731000065803528,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9391999840736389,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7589993476867676},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7376604080200195},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6969496607780457},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6664813160896301},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6645815372467041},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.6434866189956665},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5770035982131958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5758898854255676},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5445041060447693},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5042406320571899},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4653981626033783},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46428027749061584},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4575691521167755},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4499805271625519},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.44635000824928284},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.44566619396209717},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4240681529045105},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41436439752578735},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41053980588912964}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7589993476867676},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7376604080200195},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6969496607780457},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6664813160896301},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6645815372467041},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.6434866189956665},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5770035982131958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5758898854255676},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5445041060447693},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5042406320571899},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4653981626033783},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46428027749061584},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4575691521167755},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4499805271625519},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.44635000824928284},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.44566619396209717},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4240681529045105},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41436439752578735},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41053980588912964}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icfsp59764.2023.10372938","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icfsp59764.2023.10372938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 8th International Conference on Frontiers of Signal Processing (ICFSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2152195021","https://openalex.org/W2235365169","https://openalex.org/W2557913829","https://openalex.org/W2790636941","https://openalex.org/W2809544832","https://openalex.org/W2996948100","https://openalex.org/W3117381800","https://openalex.org/W4205637680","https://openalex.org/W4224988789","https://openalex.org/W4231702991","https://openalex.org/W4248787855","https://openalex.org/W4292171810"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2132083814","https://openalex.org/W2547400098","https://openalex.org/W2084789715","https://openalex.org/W3125323336","https://openalex.org/W2756012949"],"abstract_inverted_index":{"The":[0],"amount":[1],"of":[2,15,33,116],"spatial":[3],"datasets":[4],"currently":[5],"available":[6],"has":[7],"fundamentally":[8],"increased":[9],"and":[10,20,27,72,76,104,153],"become":[11],"an":[12],"essential":[13],"source":[14],"information":[16,64],"for":[17,90,151],"extremely":[18],"important":[19],"strategic":[21],"decisions.":[22,41],"Due":[23],"to":[24,58,67,111,135],"the":[25,30,39,61,69,73,79,84,113,117],"redundant":[26],"unused":[28],"features,":[29],"direct":[31],"usage":[32],"raw":[34],"data":[35,70,93],"might":[36],"significantly":[37],"affect":[38],"final":[40],"To":[42,123],"solve":[43],"this":[44,124,137],"issue,":[45],"feature":[46],"selection":[47],"(FS),":[48],"as":[49,99],"a":[50,145],"crucial":[51],"preprocessing":[52],"step,":[53],"is":[54],"used.":[55],"It":[56],"seeks":[57],"pick":[59],"out":[60],"most":[62],"relevant":[63],"in":[65],"order":[66],"reduce":[68],"dimensionality":[71],"computational":[74],"resources,":[75],"then":[77],"increases":[78],"accuracy.":[80],"This":[81],"paper":[82],"proposes":[83],"Wrapper":[85],"Feature":[86],"Selection":[87],"(WFS)":[88],"technique":[89],"remote":[91],"sensing":[92],"classification.":[94,155],"More":[95],"specifically,":[96],"evolutionary":[97],"algorithms":[98],"Particle":[100],"Swarm":[101],"Optimization":[102],"(PSO)":[103],"Genetic":[105],"Algorithms":[106],"(GA)":[107],"have":[108,132],"been":[109,133],"utilized":[110],"pinpoint":[112],"optimum":[114],"features":[115],"Support":[118],"Vector":[119],"Machine":[120],"(SVM)":[121],"classifier.":[122],"end,":[125],"hyperspectral":[126],"images":[127],"from":[128],"Earth":[129],"Observing-1":[130],"(EO-1)":[131],"used":[134],"test":[136],"strategy.<sup":[138],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[139],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[140],"our":[141],"work":[142],"demonstrates":[143],"that":[144],"good":[146],"performance":[147],"can":[148],"be":[149],"achieved":[150],"FS":[152],"Image":[154]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
