{"id":"https://openalex.org/W4394994418","doi":"https://doi.org/10.1109/access.2024.3391822","title":"Intelligent Control Shed Poultry Farm System Incorporating With Machine Learning","display_name":"Intelligent Control Shed Poultry Farm System Incorporating With Machine Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4394994418","doi":"https://doi.org/10.1109/access.2024.3391822"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3391822","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3391822","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10506494.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10506494.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075407457","display_name":"Muhammad Ali","orcid":"https://orcid.org/0000-0001-9435-5854"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Muhammad Ali","raw_affiliation_strings":["Department of Computer Science, MY University, Islamabad, Pakistan","Department of Computer Science, MY University, Japan Road, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, MY University, Islamabad, Pakistan","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science, MY University, Japan Road, Islamabad, Pakistan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031927335","display_name":"Muhammad Imran","orcid":"https://orcid.org/0000-0002-6946-2591"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhammad Imran","raw_affiliation_strings":["Department of Computer Science, MY University, Islamabad, Pakistan","Department of Computer Science, MY University, Japan Road, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, MY University, Islamabad, Pakistan","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science, MY University, Japan Road, Islamabad, Pakistan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007870559","display_name":"M.S. Baig","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhammad Shamim Baig","raw_affiliation_strings":["Department of Computer Science, MY University, Islamabad, Pakistan","Department of Computer Science, MY University, Japan Road, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, MY University, Islamabad, Pakistan","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science, MY University, Japan Road, Islamabad, Pakistan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102606096","display_name":"Adil Shah","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adil Shah","raw_affiliation_strings":["Department of Computer Science, MY University, Islamabad, Pakistan","Department of Computer Science, MY University, Japan Road, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, MY University, Islamabad, Pakistan","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science, MY University, Japan Road, Islamabad, Pakistan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072148840","display_name":"Syed Sajid Ullah","orcid":"https://orcid.org/0000-0002-5406-0389"},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Syed Sajid Ullah","raw_affiliation_strings":["Department of Information and Communication Technology, University of Agder (UiA), Grimstad, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Technology, University of Agder (UiA), Grimstad, Norway","institution_ids":["https://openalex.org/I200650556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037301734","display_name":"Roobaea Alroobaea","orcid":"https://orcid.org/0000-0001-8199-5852"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Roobaea Alroobaea","raw_affiliation_strings":["Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia","Department of Computer Science, College of Computers and Information Technology, Taif University, P. O. Box 11099, Taif, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]},{"raw_affiliation_string":"Department of Computer Science, College of Computers and Information Technology, Taif University, P. O. Box 11099, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048409819","display_name":"Jawaid Iqbal","orcid":"https://orcid.org/0000-0002-5045-7485"},"institutions":[{"id":"https://openalex.org/I195024194","display_name":"Riphah International University","ror":"https://ror.org/02kdm5630","country_code":"PK","type":"education","lineage":["https://openalex.org/I195024194"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Jawaid Iqbal","raw_affiliation_strings":["Faculty of Computing, Riphah International University, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Riphah International University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I195024194"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5075407457"],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.3771,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.93443646,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"58168","last_page":"58180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.994700014591217,"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":0.994700014591217,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9753999710083008,"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/T13693","display_name":"Smart Systems and Machine Learning","score":0.9358000159263611,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.6521751880645752},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5132379531860352},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.4347359538078308},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41900634765625},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18438684940338135},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07555478811264038}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6521751880645752},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5132379531860352},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.4347359538078308},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41900634765625},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18438684940338135},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07555478811264038}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3391822","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3391822","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10506494.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cbb0b66c2298401b83e5a8b49a5c1d31","is_oa":true,"landing_page_url":"https://doaj.org/article/cbb0b66c2298401b83e5a8b49a5c1d31","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 58168-58180 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3391822","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3391822","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10506494.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394994418.pdf","grobid_xml":"https://content.openalex.org/works/W4394994418.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W124165999","https://openalex.org/W1643604938","https://openalex.org/W1873332500","https://openalex.org/W1905177991","https://openalex.org/W1963563982","https://openalex.org/W1972012147","https://openalex.org/W1981998575","https://openalex.org/W1986210179","https://openalex.org/W1998214152","https://openalex.org/W2058551591","https://openalex.org/W2076143975","https://openalex.org/W2081482027","https://openalex.org/W2130403046","https://openalex.org/W2548180861","https://openalex.org/W2735896609","https://openalex.org/W2775598551","https://openalex.org/W2787069604","https://openalex.org/W2799405547","https://openalex.org/W2908506125","https://openalex.org/W2908514524","https://openalex.org/W2909503719","https://openalex.org/W2920227389","https://openalex.org/W2920754745","https://openalex.org/W2948560081","https://openalex.org/W2972288893","https://openalex.org/W3094615924","https://openalex.org/W3111541309","https://openalex.org/W3214860227","https://openalex.org/W4253100398","https://openalex.org/W4301223505","https://openalex.org/W4322746491","https://openalex.org/W4366375057","https://openalex.org/W4375840568","https://openalex.org/W4377234776","https://openalex.org/W4385688974","https://openalex.org/W4386492728","https://openalex.org/W4388914909","https://openalex.org/W6639175750","https://openalex.org/W7061815400"],"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/W2355865573","https://openalex.org/W2155981143","https://openalex.org/W2155245395"],"abstract_inverted_index":{"The":[0,16,31,47,63,131],"traditional":[1],"Control":[2],"Shed":[3],"Poultry":[4],"Farm":[5],"(CSPF)":[6],"systems":[7],"are":[8],"operated":[9],"manually":[10],"or":[11,80],"in":[12,189,221],"a":[13,91,200,218],"semi-automatic":[14],"culture.":[15],"existing":[17,32],"CSPF":[18,49,192,202],"system":[19,50,77,108,133],"is":[20,34,45,51,179],"still":[21],"not":[22],"free":[23],"from":[24,82],"human":[25,41],"intervention":[26],"and":[27,40,43,59,69,109,123,174],"needs":[28],"24/7":[29],"monitoring.":[30],"approach":[33,65],"laborious,":[35],"prone":[36],"to":[37,152,196,216],"caretakers":[38],"bias":[39],"error,":[42],"repeatability":[44],"difficult.":[46],"Intelligent":[48,191],"based":[52,126],"on":[53,127],"the":[54,67,73,76,98,101,107,111,128,136,154,180,185,190,197,214],"Internet":[55],"of":[56,97,156,199,223],"Things":[57],"(IoT)":[58],"Machine":[60,172],"Learning":[61],"(ML).":[62],"proposed":[64,132],"comprises":[66],"learning":[68,74,99,144],"mastering":[70,102],"phase.":[71],"In":[72],"phase,":[75,100],"will":[78,104,134,210],"observe":[79],"learn":[81],"user":[83],"behaviour":[84],"patterns":[85],"regarding":[86],"poultry":[87,112],"activity":[88],"operations":[89],"for":[90],"specific":[92],"time":[93],"duration.":[94],"Upon":[95],"completion":[96],"phase":[103],"eventually":[105],"automate":[106],"control":[110,140],"farm\u2019s":[113],"environmental":[114],"parameters,":[115],"such":[116,159],"as":[117,160],"temperature,":[118],"humidity,":[119],"water":[120],"level,":[121],"light,":[122],"hazardous":[124],"gases":[125],"historical":[129],"data.":[130],"replicate":[135],"operator\u2019s":[137],"past":[138],"business":[139,206],"behavior.":[141],"For":[142],"this":[143,194],"task,":[145],"we":[146],"have":[147],"used":[148],"Supervised":[149],"ML":[150,157,182],"techniques":[151],"analyze":[153],"performance":[155],"algorithms":[158],"Random":[161],"Forest":[162],"(RF),":[163],"Decision":[164],"Tree":[165],"(DT),":[166],"K-nearest":[167],"Neighbors":[168],"(k-NN),":[169],"Support":[170],"Vector":[171],"(SVM),":[173],"Na\u00efve":[175],"Bayes":[176],"(NB).":[177],"DT":[178],"successful":[181,205],"classifier":[183],"with":[184],"highest":[186],"accuracy":[187],"performed":[188],"System;":[193],"leads":[195],"development":[198],"smart":[201],"culture":[203],"where":[204],"experiences,":[207],"i.e.":[208],"models,":[209],"be":[211],"exchanged":[212],"among":[213],"community":[215],"get":[217],"collective":[219],"benefit":[220],"terms":[222],"revenue.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
