{"id":"https://openalex.org/W4411949209","doi":"https://doi.org/10.1109/iwcmc65282.2025.11059664","title":"Plant Disease Clustering System using Dynamic Auto-Encoder","display_name":"Plant Disease Clustering System using Dynamic Auto-Encoder","publication_year":2025,"publication_date":"2025-05-12","ids":{"openalex":"https://openalex.org/W4411949209","doi":"https://doi.org/10.1109/iwcmc65282.2025.11059664"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc65282.2025.11059664","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc65282.2025.11059664","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Wireless Communications and Mobile Computing (IWCMC)","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/A5041694196","display_name":"Dorra Zaibi","orcid":"https://orcid.org/0000-0002-5392-1984"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Dorra Zaibi","raw_affiliation_strings":["University of Carthage, SUP’COM,Innov’COM Laboratory,Ariana,Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Carthage, SUP’COM,Innov’COM Laboratory,Ariana,Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056140118","display_name":"Alya Alkameli","orcid":null},"institutions":[{"id":"https://openalex.org/I106663880","display_name":"University of Bahrain","ror":"https://ror.org/0317ekv86","country_code":"BH","type":"education","lineage":["https://openalex.org/I106663880"]}],"countries":["BH"],"is_corresponding":false,"raw_author_name":"Alya Alkameli","raw_affiliation_strings":["University of Bahrain,College of IT,Department of Computer Science,Kingdom of Bahrain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bahrain,College of IT,Department of Computer Science,Kingdom of Bahrain","institution_ids":["https://openalex.org/I106663880"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006211488","display_name":"Riadh Ksantini","orcid":"https://orcid.org/0000-0001-8143-1600"},"institutions":[{"id":"https://openalex.org/I106663880","display_name":"University of Bahrain","ror":"https://ror.org/0317ekv86","country_code":"BH","type":"education","lineage":["https://openalex.org/I106663880"]}],"countries":["BH"],"is_corresponding":false,"raw_author_name":"Riadh Ksantini","raw_affiliation_strings":["University of Bahrain,College of IT,Department of Computer Science,Kingdom of Bahrain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bahrain,College of IT,Department of Computer Science,Kingdom of Bahrain","institution_ids":["https://openalex.org/I106663880"]}]}],"institutions":[],"countries_distinct_count":2,"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":0.15696552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"543","last_page":"548"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13535","display_name":"Wireless Sensor Networks and IoT","score":0.8414999842643738,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T13535","display_name":"Wireless Sensor Networks and IoT","score":0.8414999842643738,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10616","display_name":"Smart Agriculture and AI","score":0.7455999851226807,"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/cluster-analysis","display_name":"Cluster analysis","score":0.687532901763916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6764930486679077},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4373794496059418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3820343017578125},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08095410466194153}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.687532901763916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6764930486679077},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4373794496059418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3820343017578125},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08095410466194153}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc65282.2025.11059664","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc65282.2025.11059664","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Wireless Communications and Mobile Computing (IWCMC)","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":17,"referenced_works":["https://openalex.org/W2294798173","https://openalex.org/W2730106296","https://openalex.org/W2741943936","https://openalex.org/W3040712465","https://openalex.org/W3125103848","https://openalex.org/W3164920821","https://openalex.org/W4281795648","https://openalex.org/W4292291725","https://openalex.org/W4311248875","https://openalex.org/W4363677658","https://openalex.org/W4366091323","https://openalex.org/W4390665006","https://openalex.org/W4398137764","https://openalex.org/W4400645063","https://openalex.org/W6678914141","https://openalex.org/W6685380521","https://openalex.org/W6753934646"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Diseases":[0],"significantly":[1,72],"impact":[2],"plant":[3,54,80,100],"growth,":[4],"and":[5,35,43,52,60,77,113,125,147],"one":[6],"reliable":[7],"way":[8],"of":[9,26,79,89,122],"detecting":[10],"illnesses":[11],"is":[12,57],"to":[13,41,74,98,106,118],"observe":[14],"changes":[15],"in":[16,64],"the":[17,31,45,75,87,119,123,144],"leaves.":[18],"Plant":[19],"diseases":[20,55],"are":[21],"caused":[22],"by":[23],"a":[24,90],"number":[25],"pests":[27],"that":[28],"eat":[29],"on":[30,95],"leaves,":[32],"stems,":[33],"bases,":[34],"entire":[36],"plant.":[37],"Therefore,":[38],"it\u2019s":[39],"critical":[40],"detect":[42],"eradicate":[44],"illness":[46],"before":[47],"it":[48],"harms":[49],"plants.":[50],"Identifying":[51],"treating":[53],"manually":[56],"becoming":[58],"more":[59,61],"challenging.":[62],"Advancements":[63],"deep":[65,68,91],"learning,":[66],"particularly":[67],"clustering":[69,92],"algorithms,":[70],"have":[71],"contributed":[73],"discovery":[76],"diagnosis":[78],"diseases.":[81],"For":[82],"this":[83],"purpose,":[84],"we":[85],"explore":[86],"effectiveness":[88],"model":[93],"based":[94],"Dynamic":[96],"Autoencoder":[97],"improve":[99],"disease":[101,127],"detection.":[102],"This":[103],"approach":[104],"aims":[105],"tackle":[107],"challenges":[108],"such":[109],"as":[110],"feature":[111],"drift":[112],"randomness,":[114],"while":[115],"also":[116],"adapting":[117],"evolving":[120],"nature":[121],"data":[124],"enhancing":[126],"detection":[128],"accuracy.":[129],"Results":[130],"from":[131],"an":[132],"experimental":[133],"study":[134],"using":[135],"PlantVillage":[136],"datasets":[137],"were":[138],"compared":[139],"with":[140],"current":[141],"methods,":[142],"demonstrating":[143],"model\u2019s":[145],"superiority":[146],"performance.":[148]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}