{"id":"https://openalex.org/W4388101550","doi":"https://doi.org/10.2478/jaiscr-2023-0018","title":"An Explainable AI Approach to Agrotechnical Monitoring and Crop Diseases Prediction in Dnipro Region of Ukraine","display_name":"An Explainable AI Approach to Agrotechnical Monitoring and Crop Diseases Prediction in Dnipro Region of Ukraine","publication_year":2023,"publication_date":"2023-10-01","ids":{"openalex":"https://openalex.org/W4388101550","doi":"https://doi.org/10.2478/jaiscr-2023-0018"},"language":"en","primary_location":{"id":"doi:10.2478/jaiscr-2023-0018","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2023-0018","pdf_url":"https://sciendo.com/pdf/10.2478/jaiscr-2023-0018","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://sciendo.com/pdf/10.2478/jaiscr-2023-0018","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029231748","display_name":"\u0406van Laktionov","orcid":"https://orcid.org/0000-0001-7857-6382"},"institutions":[{"id":"https://openalex.org/I64712228","display_name":"Dnipro University of Technology","ror":"https://ror.org/05hkn5555","country_code":"UA","type":"education","lineage":["https://openalex.org/I64712228"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Ivan Laktionov","raw_affiliation_strings":["Dnipro University of Technology , av. Dmytra Yavornytskoho, 19, Dnipro , , Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-7857-6382","affiliations":[{"raw_affiliation_string":"Dnipro University of Technology , av. Dmytra Yavornytskoho, 19, Dnipro , , Ukraine","institution_ids":["https://openalex.org/I64712228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018515390","display_name":"Grygorii Diachenko","orcid":"https://orcid.org/0000-0001-9105-1951"},"institutions":[{"id":"https://openalex.org/I64712228","display_name":"Dnipro University of Technology","ror":"https://ror.org/05hkn5555","country_code":"UA","type":"education","lineage":["https://openalex.org/I64712228"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Grygorii Diachenko","raw_affiliation_strings":["Dnipro University of Technology , av. Dmytra Yavornytskoho, 19, Dnipro , , Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-9105-1951","affiliations":[{"raw_affiliation_string":"Dnipro University of Technology , av. Dmytra Yavornytskoho, 19, Dnipro , , Ukraine","institution_ids":["https://openalex.org/I64712228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030556797","display_name":"Danuta Rutkowska","orcid":"https://orcid.org/0000-0003-0217-2589"},"institutions":[{"id":"https://openalex.org/I4210107336","display_name":"Spo\u0142eczna Akademia Nauk","ror":"https://ror.org/01ck3zk14","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210107336"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Danuta Rutkowska","raw_affiliation_strings":["University of Social Sciences , , \u0141\u00f3d\u017a , Poland"],"raw_orcid":"https://orcid.org/0000-0003-0217-2589","affiliations":[{"raw_affiliation_string":"University of Social Sciences , , \u0141\u00f3d\u017a , Poland","institution_ids":["https://openalex.org/I4210107336"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040076942","display_name":"Marek Kisiel\u2010Dorohinicki","orcid":"https://orcid.org/0000-0002-8459-1877"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Kisiel-Dorohinicki","raw_affiliation_strings":["AGH University in Krak\u00f3w , , Krakow , Poland"],"raw_orcid":"https://orcid.org/0000-0002-8459-1877","affiliations":[{"raw_affiliation_string":"AGH University in Krak\u00f3w , , Krakow , Poland","institution_ids":["https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029231748"],"corresponding_institution_ids":["https://openalex.org/I64712228"],"apc_list":null,"apc_paid":null,"fwci":2.1801,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.86638334,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"13","issue":"4","first_page":"247","last_page":"272"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14069","display_name":"Scientific Research Methodologies and Applications","score":0.9861999750137329,"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"}},"topics":[{"id":"https://openalex.org/T14069","display_name":"Scientific Research Methodologies and Applications","score":0.9861999750137329,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9415000081062317,"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/T12922","display_name":"Business and Economic Development","score":0.9391000270843506,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5842753648757935},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4915562570095062},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.42861872911453247},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4251728057861328},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41860151290893555},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23610299825668335},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11969846487045288}],"concepts":[{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5842753648757935},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4915562570095062},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.42861872911453247},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4251728057861328},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41860151290893555},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23610299825668335},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11969846487045288},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2478/jaiscr-2023-0018","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2023-0018","pdf_url":"https://sciendo.com/pdf/10.2478/jaiscr-2023-0018","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2478/jaiscr-2023-0018","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2023-0018","pdf_url":"https://sciendo.com/pdf/10.2478/jaiscr-2023-0018","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.6000000238418579,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388101550.pdf"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W628510578","https://openalex.org/W1589037681","https://openalex.org/W1967050960","https://openalex.org/W2048552369","https://openalex.org/W2099459283","https://openalex.org/W2108400241","https://openalex.org/W2140542189","https://openalex.org/W2296615683","https://openalex.org/W2480701669","https://openalex.org/W2587732151","https://openalex.org/W2782259231","https://openalex.org/W2802278045","https://openalex.org/W2808739674","https://openalex.org/W2899770267","https://openalex.org/W2967453252","https://openalex.org/W3004105818","https://openalex.org/W3028926921","https://openalex.org/W3134255548","https://openalex.org/W3160423595","https://openalex.org/W3164846705","https://openalex.org/W3165692101","https://openalex.org/W3166769082","https://openalex.org/W3169832332","https://openalex.org/W3171874410","https://openalex.org/W3194210539","https://openalex.org/W3211639647","https://openalex.org/W3211959137","https://openalex.org/W3216221236","https://openalex.org/W4200548342","https://openalex.org/W4205953501","https://openalex.org/W4210725851","https://openalex.org/W4214498302","https://openalex.org/W4214939762","https://openalex.org/W4280646128","https://openalex.org/W4294325784","https://openalex.org/W4309637232","https://openalex.org/W4310136330","https://openalex.org/W4311120686","https://openalex.org/W4313650676","https://openalex.org/W4318834016","https://openalex.org/W4319456676","https://openalex.org/W4327983935","https://openalex.org/W4361731987","https://openalex.org/W4361991163","https://openalex.org/W4385895557"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W4390482427"],"abstract_inverted_index":{"Abstract":[0],"The":[1,47,91,121,152],"proliferation":[2],"of":[3,31,34,43,49,64,79,81,88,93,98,104,112,117,123,132,136,145,158,165,174,186,197,199,206],"computer-oriented":[4,65,176],"and":[5,57,101,106,115,128,142,155,183,188,193],"information":[6,36],"digitalisation":[7],"technologies":[8,37,167],"has":[9],"become":[10],"a":[11,26,175],"hallmark":[12],"across":[13],"various":[14],"sectors":[15],"in":[16,29,119,149],"today\u2019s":[17],"rapidly":[18],"evolving":[19],"environment.":[20],"Among":[21],"these,":[22],"agriculture":[23],"emerges":[24],"as":[25],"pivotal":[27],"sector":[28],"need":[30],"seamless":[32],"incorporation":[33],"high-performance":[35],"to":[38,54,60],"address":[39],"the":[40,50,62,77,85,113,124,140,159,163,172,180,184,195,203],"pressing":[41],"needs":[42],"national":[44],"economies":[45],"worldwide.":[46],"aim":[48],"present":[51],"article":[52],"is":[53,95,126,162],"substantiate":[55],"scientific":[56,154],"applied":[58],"approaches":[59],"improving":[61],"efficiency":[63],"agrotechnical":[66,169],"monitoring":[67,170],"systems":[68],"by":[69],"developing":[70],"an":[71],"intelligent":[72,99,133],"software":[73],"component":[74],"for":[75,168,191],"predicting":[76,194],"probability":[78,196],"occurrence":[80,114,198],"corn":[82,200],"diseases":[83,118,201],"during":[84,202],"full":[86,204],"cycle":[87,205],"its":[89,207],"cultivation.":[90,208],"object":[92],"research":[94,125,160],"non-stationary":[96],"processes":[97],"transformation":[100],"predictive":[102,134],"analytics":[103],"soil":[105,141],"climatic":[107,143],"data,":[108],"which":[109],"are":[110],"factors":[111],"development":[116,164,173],"corn.":[120,151],"subject":[122],"methods":[127],"explainable":[129],"AI":[130],"models":[131],"analysis":[135],"measurement":[137],"data":[138],"on":[139,179],"condition":[144],"agricultural":[146],"enterprises":[147],"specialised":[148],"growing":[150],"main":[153],"practical":[156],"effect":[157],"results":[161],"IoT":[166],"through":[171],"model":[177],"based":[178],"ANFIS":[181],"technique":[182],"synthesis":[185],"structural":[187],"algorithmic":[189],"provision":[190],"identifying":[192]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":9}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}