{"id":"https://openalex.org/W3031801940","doi":"https://doi.org/10.1145/3397125.3397130","title":"Multilayered Ensemble Learning for short-term forecasting in agro-climatology","display_name":"Multilayered Ensemble Learning for short-term forecasting in agro-climatology","publication_year":2020,"publication_date":"2020-04-14","ids":{"openalex":"https://openalex.org/W3031801940","doi":"https://doi.org/10.1145/3397125.3397130","mag":"3031801940"},"language":"en","primary_location":{"id":"doi:10.1145/3397125.3397130","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3397125.3397130","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 6th International Conference on Computer and Technology Applications","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03151748","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051512629","display_name":"Jade Guisiano","orcid":null},"institutions":[{"id":"https://openalex.org/I122941322","display_name":"Institut Sup\u00e9rieur d'\u00c9lectronique de Paris","ror":"https://ror.org/00yw34h52","country_code":"FR","type":"education","lineage":["https://openalex.org/I122941322"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Jade Guisiano","raw_affiliation_strings":["ISEP, Paris, France"],"affiliations":[{"raw_affiliation_string":"ISEP, Paris, France","institution_ids":["https://openalex.org/I122941322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063547540","display_name":"Raja Chiky","orcid":null},"institutions":[{"id":"https://openalex.org/I122941322","display_name":"Institut Sup\u00e9rieur d'\u00c9lectronique de Paris","ror":"https://ror.org/00yw34h52","country_code":"FR","type":"education","lineage":["https://openalex.org/I122941322"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Raja Chiky","raw_affiliation_strings":["ISEP, Paris, France"],"affiliations":[{"raw_affiliation_string":"ISEP, Paris, France","institution_ids":["https://openalex.org/I122941322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068288896","display_name":"Julien Orensanz","orcid":"https://orcid.org/0009-0003-3972-7688"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Julien Orensanz","raw_affiliation_strings":["Cap2020, Gradinian, France"],"affiliations":[{"raw_affiliation_string":"Cap2020, Gradinian, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052944168","display_name":"Shohreh Ahvar","orcid":"https://orcid.org/0000-0001-9615-0510"},"institutions":[{"id":"https://openalex.org/I122941322","display_name":"Institut Sup\u00e9rieur d'\u00c9lectronique de Paris","ror":"https://ror.org/00yw34h52","country_code":"FR","type":"education","lineage":["https://openalex.org/I122941322"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Shohreh Ahvar","raw_affiliation_strings":["ISEP, Paris, France"],"affiliations":[{"raw_affiliation_string":"ISEP, Paris, France","institution_ids":["https://openalex.org/I122941322"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5051512629"],"corresponding_institution_ids":["https://openalex.org/I122941322"],"apc_list":null,"apc_paid":null,"fwci":0.2314,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68170455,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"7","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.972599983215332,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9470999836921692,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6382499933242798},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6071435213088989},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.573826253414154},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5494245886802673},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5270022749900818},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.47780686616897583},{"id":"https://openalex.org/keywords/weather-forecasting","display_name":"Weather forecasting","score":0.46352678537368774},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.45726168155670166},{"id":"https://openalex.org/keywords/extreme-weather","display_name":"Extreme weather","score":0.4505416452884674},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.4497523009777069},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4354858100414276},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.4322831630706787},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.42996945977211},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3850358724594116},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2483082115650177},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.17252609133720398},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.13060730695724487},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11095836758613586},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.10067027807235718}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6382499933242798},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6071435213088989},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.573826253414154},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5494245886802673},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5270022749900818},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.47780686616897583},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.46352678537368774},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.45726168155670166},{"id":"https://openalex.org/C205537798","wikidata":"https://www.wikidata.org/wiki/Q1277161","display_name":"Extreme weather","level":3,"score":0.4505416452884674},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.4497523009777069},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4354858100414276},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4322831630706787},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.42996945977211},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3850358724594116},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2483082115650177},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.17252609133720398},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.13060730695724487},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11095836758613586},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.10067027807235718},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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":3,"locations":[{"id":"doi:10.1145/3397125.3397130","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3397125.3397130","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 6th International Conference on Computer and Technology Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03151748v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03151748","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"6th International Conference on Computer and Technology Applications, 2020, Antalya, Turkey. &#x27E8;10.1145/3397125.3397130&#x27E9;","raw_type":"Conference papers"},{"id":"pmh:oai:HAL:hal-03262515v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03262515","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICCTA, Dec 2020, Virtual, Italy. &#x27E8;10.1145/3397125.3397130&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03151748v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03151748","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"6th International Conference on Computer and Technology Applications, 2020, Antalya, Turkey. &#x27E8;10.1145/3397125.3397130&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W99321867","https://openalex.org/W1789155650","https://openalex.org/W2002521620","https://openalex.org/W2023294425","https://openalex.org/W2162433646","https://openalex.org/W2521003103","https://openalex.org/W2784118834","https://openalex.org/W2896180549","https://openalex.org/W4212883601","https://openalex.org/W4232478844"],"related_works":["https://openalex.org/W42295635","https://openalex.org/W4388489128","https://openalex.org/W1973996291","https://openalex.org/W2330575325","https://openalex.org/W2163803519","https://openalex.org/W4382360089","https://openalex.org/W4243467473","https://openalex.org/W2900665354","https://openalex.org/W4281661178","https://openalex.org/W3176490725"],"abstract_inverted_index":{"Agriculture":[0],"is":[1,63],"one":[2],"of":[3,51,57,60,89,97],"the":[4,36,45,55,58,67,69,72,95,102],"areas":[5],"whose":[6],"activities":[7,33],"depend":[8],"heavily":[9],"on":[10],"weather":[11,52,98],"forecasts.":[12,53],"Indeed,":[13],"in":[14,105,110],"order":[15,106],"to":[16,24,31,66,78,107],"optimize":[17],"their":[18,32],"production,":[19],"farmers":[20,109],"must":[21],"be":[22],"able":[23],"anticipate":[25],"climate":[26,70],"conditions":[27],"favorable":[28],"or":[29,71],"not":[30],"by":[34],"deploying":[35],"appropriate":[37],"action":[38],"plans.":[39],"For":[40],"this":[41],"purpose,":[42],"they":[43],"consult":[44],"data":[46],"daily":[47],"from":[48],"various":[49],"suppliers":[50,81],"However,":[54],"reliability":[56],"forecasts":[59,100],"each":[61],"supplier":[62],"variable":[64],"according":[65],"period,":[68],"geographical":[73],"area.":[74],"Farmers,":[75],"therefore,":[76],"have":[77],"arbitrate":[79],"between":[80],"daily.":[82],"This":[83],"paper":[84],"proposes":[85],"a":[86],"new":[87],"set":[88],"learning":[90],"architecture":[91],"that":[92],"significantly":[93],"improves":[94],"accuracy":[96],"short-term":[99],"for":[101],"next":[103],"1-12h":[104],"assist":[108],"decision-making.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
