{"id":"https://openalex.org/W4367358458","doi":"https://doi.org/10.1007/978-3-031-29857-8_2","title":"An Artificial Neural Network Model Based on Non-linear Autoregressive Exogenous for Predicting the Humidity of a Greenhouse System","display_name":"An Artificial Neural Network Model Based on Non-linear Autoregressive Exogenous for Predicting the Humidity of a Greenhouse System","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4367358458","doi":"https://doi.org/10.1007/978-3-031-29857-8_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-29857-8_2","doi":"https://doi.org/10.1007/978-3-031-29857-8_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-29857-8_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4367358195","display_name":"Digital Technologies and Applications"},"type":"conference-paper","is_traditional":true,"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/A5090952996","display_name":"Dada Chaimae","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Chaimae Dada","raw_affiliation_strings":["Computer Engineering and Intelligent Electrical Systems Laboratory, High School of Technology, Moulay Ismail University of Meknes, Meknes, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering and Intelligent Electrical Systems Laboratory, High School of Technology, Moulay Ismail University of Meknes, Meknes, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068538446","display_name":"Hafsa Hamidane","orcid":"https://orcid.org/0000-0003-4702-4520","observed_orcids":["https://orcid.org/0000-0003-4702-4520"]},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hafsa Hamidane","raw_affiliation_strings":["Computer Engineering and Intelligent Electrical Systems Laboratory, High School of Technology, Moulay Ismail University of Meknes, Meknes, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering and Intelligent Electrical Systems Laboratory, High School of Technology, Moulay Ismail University of Meknes, Meknes, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084745227","display_name":"Mohammed Guerbaoui","orcid":"https://orcid.org/0009-0003-6261-8543","observed_orcids":["https://orcid.org/0009-0003-6261-8543"]},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Guerbaoui","raw_affiliation_strings":["Computer Engineering and Intelligent Electrical Systems Laboratory, High School of Technology, Moulay Ismail University of Meknes, Meknes, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering and Intelligent Electrical Systems Laboratory, High School of Technology, Moulay Ismail University of Meknes, Meknes, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071114803","display_name":"Abdelali Ed\u2010Dahhak","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelali Ed-Dahhak","raw_affiliation_strings":["Computer Engineering and Intelligent Electrical Systems Laboratory, High School of Technology, Moulay Ismail University of Meknes, Meknes, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering and Intelligent Electrical Systems Laboratory, High School of Technology, Moulay Ismail University of Meknes, Meknes, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077642185","display_name":"Abdeslam Lachhab","orcid":"https://orcid.org/0009-0005-8407-0886","observed_orcids":["https://orcid.org/0009-0005-8407-0886"]},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdeslam Lachhab","raw_affiliation_strings":["Computer Engineering and Intelligent Electrical Systems Laboratory, High School of Technology, Moulay Ismail University of Meknes, Meknes, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering and Intelligent Electrical Systems Laboratory, High School of Technology, Moulay Ismail University of Meknes, Meknes, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5090952996"],"corresponding_institution_ids":["https://openalex.org/I4210153608"],"apc_list":null,"apc_paid":null,"fwci":1.8449,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.83939394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"13","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.6830999851226807,"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":0.6830999851226807,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.1979999989271164,"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/T10320","display_name":"Neural Networks and Applications","score":0.08739999681711197,"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/relative-humidity-prediction","display_name":"relative humidity prediction","score":0.7829999923706055},{"id":"https://openalex.org/keywords/greenhouse-climate-control","display_name":"greenhouse climate control","score":0.8799999952316284},{"id":"https://openalex.org/keywords/narx-neural-network","display_name":"NARX neural network","score":0.7860000133514404},{"id":"https://openalex.org/keywords/levenberg-marquardt-algorithm","display_name":"Levenberg-Marquardt algorithm","score":0.8169999718666077},{"id":"https://openalex.org/keywords/bayesian-regularization","display_name":"Bayesian regularization","score":0.6740000247955322},{"id":"https://openalex.org/keywords/scaled-conjugate-gradient","display_name":"scaled conjugate gradient","score":0.8999999761581421},{"id":"https://openalex.org/keywords/hidden-layer-size-selection","display_name":"hidden layer size selection","score":0.6129999756813049},{"id":"https://openalex.org/keywords/time-delay-selection","display_name":"time delay selection","score":0.7720000147819519},{"id":"https://openalex.org/keywords/model-selection","display_name":"model selection","score":0.4650000035762787},{"id":"https://openalex.org/keywords/agricultural-greenhouses","display_name":"agricultural greenhouses","score":0.5189999938011169}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7483856678009033},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.7050987482070923},{"id":"https://openalex.org/C32198211","wikidata":"https://www.wikidata.org/wiki/Q165044","display_name":"Greenhouse","level":2,"score":0.5635792016983032},{"id":"https://openalex.org/C151420433","wikidata":"https://www.wikidata.org/wiki/Q180600","display_name":"Humidity","level":2,"score":0.5624555349349976},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5323178172111511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3665253221988678},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28125637769699097},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.27919721603393555},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.26632410287857056},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25007179379463196},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1436467468738556},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07405787706375122},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.03957509994506836}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-29857-8_2","doi":"https://doi.org/10.1007/978-3-031-29857-8_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-29857-8_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1991312358","https://openalex.org/W2276751812","https://openalex.org/W2592559322","https://openalex.org/W2762198305","https://openalex.org/W2890477073","https://openalex.org/W2921375134","https://openalex.org/W2944712055","https://openalex.org/W3015908511","https://openalex.org/W3108590281","https://openalex.org/W3139039085","https://openalex.org/W3169698727","https://openalex.org/W3210096737","https://openalex.org/W4312068927","https://openalex.org/W4312096194"],"related_works":["https://openalex.org/W7154446650","https://openalex.org/W4414009653","https://openalex.org/W2091649743","https://openalex.org/W2360150035","https://openalex.org/W2005289033","https://openalex.org/W2596044653","https://openalex.org/W2385203707","https://openalex.org/W4402989273","https://openalex.org/W4411142587","https://openalex.org/W2369381738"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-04-30T00:00:00"}