{"id":"https://openalex.org/W4403003179","doi":"https://doi.org/10.1007/s00521-024-10454-1","title":"Enhancing plant disease detection: a novel CNN-based approach with tensor subspace learning and HOWSVD-MDA","display_name":"Enhancing plant disease detection: a novel CNN-based approach with tensor subspace learning and HOWSVD-MDA","publication_year":2024,"publication_date":"2024-09-30","ids":{"openalex":"https://openalex.org/W4403003179","doi":"https://doi.org/10.1007/s00521-024-10454-1"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-10454-1","doi":"https://doi.org/10.1007/s00521-024-10454-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-10454-1","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2405.20058","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055308914","display_name":"Abdelmalik Ouamane","orcid":"https://orcid.org/0000-0003-2549-5188","observed_orcids":["https://orcid.org/0000-0003-2549-5188","https://orcid.org/0009-0002-3048-8118"]},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]},{"id":"https://openalex.org/I4210096425","display_name":"Agence Th\u00e9matique de Recherche en Science de la Sant\u00e9","ror":"https://ror.org/00rt0xj75","country_code":"DZ","type":"government","lineage":["https://openalex.org/I4210096425"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Abdelmalik Ouamane","raw_affiliation_strings":["Agence Th\u00e9matique de Recherche en Sciences de la Sant\u00e9 (ATRSS), Oran, Algeria","Laboratory of LI3C, University of Biskra, Biskra, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agence Th\u00e9matique de Recherche en Sciences de la Sant\u00e9 (ATRSS), Oran, Algeria","institution_ids":["https://openalex.org/I4210096425"]},{"raw_affiliation_string":"Laboratory of LI3C, University of Biskra, Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049498271","display_name":"Ammar Chouchane","orcid":"https://orcid.org/0000-0001-5949-2503","observed_orcids":["https://orcid.org/0000-0001-5949-2503"]},"institutions":[{"id":"https://openalex.org/I4405253896","display_name":"University Center of Barika","ror":"https://ror.org/016jwfw49","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4405253896"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ammar Chouchane","raw_affiliation_strings":["University Center of Barika, Amdoukal Road, 05001, Barika, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Center of Barika, Amdoukal Road, 05001, Barika, Algeria","institution_ids":["https://openalex.org/I4405253896"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037331113","display_name":"Yassine Himeur","orcid":"https://orcid.org/0000-0001-8904-5587","observed_orcids":["https://orcid.org/0000-0001-8904-5587"]},"institutions":[{"id":"https://openalex.org/I132806614","display_name":"University of Dubai","ror":"https://ror.org/05h0z7c09","country_code":"AE","type":"education","lineage":["https://openalex.org/I132806614"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Yassine Himeur","raw_affiliation_strings":["College of Engineering and Information Technology, University of Dubai, Dubai, UAE"],"raw_orcid":"https://orcid.org/0000-0001-8904-5587","affiliations":[{"raw_affiliation_string":"College of Engineering and Information Technology, University of Dubai, Dubai, UAE","institution_ids":["https://openalex.org/I132806614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049465180","display_name":"Abderrazak Debilou","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]},{"id":"https://openalex.org/I4210096425","display_name":"Agence Th\u00e9matique de Recherche en Science de la Sant\u00e9","ror":"https://ror.org/00rt0xj75","country_code":"DZ","type":"government","lineage":["https://openalex.org/I4210096425"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Abderrazak Debilou","raw_affiliation_strings":["Agence Th\u00e9matique de Recherche en Sciences de la Sant\u00e9 (ATRSS), Oran, Algeria","Laboratory of LI3C, University of Biskra, Biskra, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agence Th\u00e9matique de Recherche en Sciences de la Sant\u00e9 (ATRSS), Oran, Algeria","institution_ids":["https://openalex.org/I4210096425"]},{"raw_affiliation_string":"Laboratory of LI3C, University of Biskra, Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109792703","display_name":"Slimane Nadji","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210096425","display_name":"Agence Th\u00e9matique de Recherche en Science de la Sant\u00e9","ror":"https://ror.org/00rt0xj75","country_code":"DZ","type":"government","lineage":["https://openalex.org/I4210096425"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Slimane Nadji","raw_affiliation_strings":["Agence Th\u00e9matique de Recherche en Sciences de la Sant\u00e9 (ATRSS), Oran, Algeria","INPV Institut National de la Protection des V\u00e9ag\u00e9taux, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agence Th\u00e9matique de Recherche en Sciences de la Sant\u00e9 (ATRSS), Oran, Algeria","institution_ids":["https://openalex.org/I4210096425"]},{"raw_affiliation_string":"INPV Institut National de la Protection des V\u00e9ag\u00e9taux, Algiers, Algeria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107670378","display_name":"Nabil Boubakeur","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210096425","display_name":"Agence Th\u00e9matique de Recherche en Science de la Sant\u00e9","ror":"https://ror.org/00rt0xj75","country_code":"DZ","type":"government","lineage":["https://openalex.org/I4210096425"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Nabil Boubakeur","raw_affiliation_strings":["Agence Th\u00e9matique de Recherche en Sciences de la Sant\u00e9 (ATRSS), Oran, Algeria","INPV Institut National de la Protection des V\u00e9ag\u00e9taux, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agence Th\u00e9matique de Recherche en Sciences de la Sant\u00e9 (ATRSS), Oran, Algeria","institution_ids":["https://openalex.org/I4210096425"]},{"raw_affiliation_string":"INPV Institut National de la Protection des V\u00e9ag\u00e9taux, Algiers, Algeria","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042805664","display_name":"Abbes Amira","orcid":"https://orcid.org/0000-0003-1652-0492","observed_orcids":["https://orcid.org/0000-0003-1652-0492"]},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]},{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["AE","GB"],"is_corresponding":false,"raw_author_name":"Abbes Amira","raw_affiliation_strings":["Department of Computer Science, University of Sharjah, Sharjah, UAE","Institute of Artificial Intelligence, De Montfort University, Leicester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Institute of Artificial Intelligence, De Montfort University, Leicester, UK","institution_ids":["https://openalex.org/I66943878"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5037331113"],"corresponding_institution_ids":["https://openalex.org/I132806614"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":6.9707,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.97993141,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"36","issue":"36","first_page":"22957","last_page":"22981"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9976000189781189,"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":0.9976000189781189,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/tomato-leaf-disease-classification","display_name":"tomato leaf disease classification","score":0.902999997138977},{"id":"https://openalex.org/keywords/plant-disease-detection","display_name":"plant disease detection","score":0.996999979019165},{"id":"https://openalex.org/keywords/pre-trained-convolutional-neural-networks","display_name":"pre-trained convolutional neural networks","score":0.8059999942779541},{"id":"https://openalex.org/keywords/plantvillage-dataset","display_name":"PlantVillage dataset","score":0.7570000290870667}],"concepts":[{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.7869389057159424},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.7337865829467773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6695089340209961},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.6226746439933777},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5900483727455139},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4700312316417694},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3593935966491699},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.251708060503006},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00521-024-10454-1","doi":"https://doi.org/10.1007/s00521-024-10454-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-10454-1","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2405.20058","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.20058","pdf_url":"https://arxiv.org/pdf/2405.20058","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2405.20058","doi":"https://doi.org/10.48550/arxiv.2405.20058","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2405.20058","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2405.20058","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.20058","pdf_url":"https://arxiv.org/pdf/2405.20058","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.958299994468689}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403003179.pdf","grobid_xml":"https://content.openalex.org/works/W4403003179.grobid-xml"},"referenced_works_count":102,"referenced_works":["https://openalex.org/W1870444468","https://openalex.org/W1999840011","https://openalex.org/W2014383842","https://openalex.org/W2023512014","https://openalex.org/W2024182011","https://openalex.org/W2027852391","https://openalex.org/W2061571463","https://openalex.org/W2065780736","https://openalex.org/W2072509929","https://openalex.org/W2103537693","https://openalex.org/W2129131331","https://openalex.org/W2137037625","https://openalex.org/W2148064654","https://openalex.org/W2167143366","https://openalex.org/W2169768163","https://openalex.org/W2225904595","https://openalex.org/W2571698578","https://openalex.org/W2614850301","https://openalex.org/W2700273814","https://openalex.org/W2795016359","https://openalex.org/W2885765328","https://openalex.org/W2899554318","https://openalex.org/W2904656448","https://openalex.org/W2959485043","https://openalex.org/W2970561829","https://openalex.org/W3016522735","https://openalex.org/W3034014473","https://openalex.org/W3036537849","https://openalex.org/W3080594017","https://openalex.org/W3091788134","https://openalex.org/W3097291122","https://openalex.org/W3105232649","https://openalex.org/W3109852393","https://openalex.org/W3127722248","https://openalex.org/W3130766450","https://openalex.org/W3133512290","https://openalex.org/W3153239684","https://openalex.org/W3159403495","https://openalex.org/W3163531312","https://openalex.org/W3168123399","https://openalex.org/W3173170759","https://openalex.org/W3178215684","https://openalex.org/W3215484246","https://openalex.org/W4205476016","https://openalex.org/W4205486683","https://openalex.org/W4206338051","https://openalex.org/W4206796133","https://openalex.org/W4210282496","https://openalex.org/W4220866652","https://openalex.org/W4220902668","https://openalex.org/W4229450580","https://openalex.org/W4280646128","https://openalex.org/W4281264259","https://openalex.org/W4281616679","https://openalex.org/W4282974753","https://openalex.org/W4283270435","https://openalex.org/W4283455220","https://openalex.org/W4285093832","https://openalex.org/W4288739594","https://openalex.org/W4292103831","https://openalex.org/W4297361133","https://openalex.org/W4304092857","https://openalex.org/W4309582104","https://openalex.org/W4309809330","https://openalex.org/W4311855701","https://openalex.org/W4313008092","https://openalex.org/W4313443708","https://openalex.org/W4313830031","https://openalex.org/W4319439437","https://openalex.org/W4319927858","https://openalex.org/W4321351583","https://openalex.org/W4321794111","https://openalex.org/W4361222892","https://openalex.org/W4362468524","https://openalex.org/W4362669973","https://openalex.org/W4366281531","https://openalex.org/W4384029918","https://openalex.org/W4386385645","https://openalex.org/W4386893317","https://openalex.org/W4387026879","https://openalex.org/W4387133400","https://openalex.org/W4388795737","https://openalex.org/W4389194700","https://openalex.org/W4390315421","https://openalex.org/W4390496023","https://openalex.org/W4390563863","https://openalex.org/W4390673803","https://openalex.org/W4390738550","https://openalex.org/W4391111973","https://openalex.org/W4391734312","https://openalex.org/W4392130309","https://openalex.org/W4394783484","https://openalex.org/W4394823658","https://openalex.org/W4394850811","https://openalex.org/W4394938969","https://openalex.org/W4395084567","https://openalex.org/W4396621296","https://openalex.org/W4396764912","https://openalex.org/W4396805571","https://openalex.org/W4396877945","https://openalex.org/W4405004061","https://openalex.org/W6600475920"],"related_works":["https://openalex.org/W4399252890","https://openalex.org/W4404056854","https://openalex.org/W4413862946","https://openalex.org/W4411607716","https://openalex.org/W7137899247","https://openalex.org/W4410540992","https://openalex.org/W4408048550","https://openalex.org/W7130543097","https://openalex.org/W4402958327","https://openalex.org/W4407979152"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":5}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-10-01T00:00:00"}