{"id":"https://openalex.org/W2087580506","doi":"https://doi.org/10.1109/cec.2012.6252897","title":"An evolutionary data mining approach on hydrological data with classifier juries","display_name":"An evolutionary data mining approach on hydrological data with classifier juries","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2087580506","doi":"https://doi.org/10.1109/cec.2012.6252897","mag":"2087580506"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2012.6252897","is_oa":false,"landing_page_url":"http://doi.org/10.1109/cec.2012.6252897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/cec.2012.6252897","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044704637","display_name":"Wilfried Segretier","orcid":"https://orcid.org/0000-0002-4069-3185"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wilfried Segretier","raw_affiliation_strings":["Mathematics, Computer Sciences and their Application Laboratory (LAMIA), University of French West Indies (UAG), France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics, Computer Sciences and their Application Laboratory (LAMIA), University of French West Indies (UAG), France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075593653","display_name":"Manuel Clergue","orcid":"https://orcid.org/0000-0001-8661-0026"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manuel Clergue","raw_affiliation_strings":["Mathematics, Computer Sciences and their Application Laboratory (LAMIA), University of French West Indies (UAG), France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics, Computer Sciences and their Application Laboratory (LAMIA), University of French West Indies (UAG), France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108802202","display_name":"Martine Collard","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martine Collard","raw_affiliation_strings":["Mathematics, Computer Sciences and their Application Laboratory (LAMIA), University of French West Indies (UAG), France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics, Computer Sciences and their Application Laboratory (LAMIA), University of French West Indies (UAG), France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061943401","display_name":"Luis R. Izquierdo","orcid":"https://orcid.org/0000-0003-1057-4465"},"institutions":[{"id":"https://openalex.org/I2656126","display_name":"University of Havana","ror":"https://ror.org/04204gr61","country_code":"CU","type":"education","lineage":["https://openalex.org/I2656126"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Luis Izquierdo","raw_affiliation_strings":["Computer Sciences Department, University of La Habana, Cuba"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Sciences Department, University of La Habana, Cuba","institution_ids":["https://openalex.org/I2656126"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.289,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80746057,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"28","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.9714999794960022,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/watershed","display_name":"Watershed","score":0.6835599541664124},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6563534736633301},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.6401972770690918},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.6004317998886108},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5934847593307495},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5645917654037476},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.5049646496772766},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4455389678478241},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39117538928985596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3506658673286438},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13038185238838196}],"concepts":[{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.6835599541664124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6563534736633301},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.6401972770690918},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.6004317998886108},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5934847593307495},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5645917654037476},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.5049646496772766},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4455389678478241},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39117538928985596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3506658673286438},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13038185238838196},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cec.2012.6252897","is_oa":false,"landing_page_url":"http://doi.org/10.1109/cec.2012.6252897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-00840739v1","is_oa":false,"landing_page_url":"https://hal.science/hal-00840739","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Congress on Evolutionary Computation 2012, Jun 2013, Brisbane, Australia. pp.1-8, &#x27E8;10.1109/CEC.2012.6252897&#x27E9;","raw_type":"Conference papers"},{"id":"pmh:oai:zenodo.org:1265975","is_oa":true,"landing_page_url":"https://doi.org/10.1109/cec.2012.6252897","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:1265975","is_oa":true,"landing_page_url":"https://doi.org/10.1109/cec.2012.6252897","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320318363","display_name":"Conseil R\u00e9gional de Guadeloupe","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W179179905","https://openalex.org/W2056056538","https://openalex.org/W2064251712","https://openalex.org/W2076817254","https://openalex.org/W2077540612","https://openalex.org/W2115328185","https://openalex.org/W2125055259","https://openalex.org/W2912391306","https://openalex.org/W6607259140"],"related_works":["https://openalex.org/W1992288292","https://openalex.org/W1980614686","https://openalex.org/W2493062119","https://openalex.org/W4387955966","https://openalex.org/W2144571534","https://openalex.org/W1134571055","https://openalex.org/W2343332128","https://openalex.org/W214080024","https://openalex.org/W2364060089","https://openalex.org/W2123763480"],"abstract_inverted_index":{"In":[0],"this":[1,28],"paper,":[2],"we":[3,51],"present":[4],"an":[5],"evolutionary":[6,69],"approach":[7],"for":[8,109],"extracting":[9],"a":[10,24],"model":[11],"of":[12,30,47,56,81,83,102],"flood":[13],"prediction":[14],"from":[15],"hydrological":[16,91],"data":[17,31,92],"observed":[18],"timely":[19],"on":[20,35,65],"water":[21],"heights":[22],"in":[23],"river":[25,36],"watershed.":[26],"Since":[27],"kind":[29],"recorded":[32],"by":[33],"sensors":[34],"basins":[37],"is":[38,71],"highly":[39],"scarce":[40],"and":[41,49,96],"hopefully":[42],"much":[43],"unbalanced":[44],"between":[45],"cases":[46],"floods":[48],"non-floods,":[50],"have":[52],"adopted":[53],"the":[54,76,100,103],"notion":[55],"aggregate":[57],"variables":[58,85],"which":[59],"values":[60],"are":[61,94],"computed":[62],"as":[63,86],"aggregates":[64],"raw":[66],"data.":[67],"An":[68],"algorithm":[70],"involved":[72],"to":[73,106],"allow":[74],"selecting":[75],"best":[77],"sets":[78,93],"-":[79],"juries":[80],"classifiers-":[82],"such":[84],"predictive":[87],"variables.":[88],"Two":[89],"real":[90],"trained":[95],"they":[97],"both":[98],"show":[99],"efficiency":[101],"method":[104],"compared":[105],"traditional":[107],"solutions":[108],"prediction.":[110]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
