{"id":"https://openalex.org/W4409476781","doi":"https://doi.org/10.1007/978-3-031-87778-0_8","title":"Application of\u00a0Selected Machine Learning Models in\u00a0Leaf-Based Plant Health Assessment","display_name":"Application of\u00a0Selected Machine Learning Models in\u00a0Leaf-Based Plant Health Assessment","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409476781","doi":"https://doi.org/10.1007/978-3-031-87778-0_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-87778-0_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-87778-0_8","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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 on Data Engineering and Communications Technologies","raw_type":"book-chapter"},"type":"book-chapter","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/A5080273363","display_name":"Jakub Filipek","orcid":null},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"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"]},{"id":"https://openalex.org/I4210101789","display_name":"University of Bydgoszcz","ror":"https://ror.org/01c4qa656","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210101789"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Jakub Filipek","raw_affiliation_strings":["PBS Bydgoszcz University of Science and Technology, Bydgoszcz, Poland"],"affiliations":[{"raw_affiliation_string":"PBS Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I1300393620","https://openalex.org/I4210101789"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088536972","display_name":"Marek Pawlicki","orcid":"https://orcid.org/0000-0001-5881-6406"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"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"]},{"id":"https://openalex.org/I4210101789","display_name":"University of Bydgoszcz","ror":"https://ror.org/01c4qa656","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210101789"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Pawlicki","raw_affiliation_strings":["PBS Bydgoszcz University of Science and Technology, Bydgoszcz, Poland"],"affiliations":[{"raw_affiliation_string":"PBS Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I1300393620","https://openalex.org/I4210101789"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002840429","display_name":"Ryszard S. Chora\u015b","orcid":"https://orcid.org/0000-0002-1706-1219"},"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"]},{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I4210101789","display_name":"University of Bydgoszcz","ror":"https://ror.org/01c4qa656","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210101789"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Ryszard Chora\u015b","raw_affiliation_strings":["PBS Bydgoszcz University of Science and Technology, Bydgoszcz, Poland"],"affiliations":[{"raw_affiliation_string":"PBS Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I1300393620","https://openalex.org/I4210101789"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042632349","display_name":"Rafa\u0142 Kozik","orcid":"https://orcid.org/0000-0001-7122-3306"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"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"]},{"id":"https://openalex.org/I4210101789","display_name":"University of Bydgoszcz","ror":"https://ror.org/01c4qa656","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210101789"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Rafa\u0142 Kozik","raw_affiliation_strings":["PBS Bydgoszcz University of Science and Technology, Bydgoszcz, Poland"],"affiliations":[{"raw_affiliation_string":"PBS Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I1300393620","https://openalex.org/I4210101789"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047739580","display_name":"Aleksandra Pawlicka","orcid":"https://orcid.org/0000-0003-4380-014X"},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Aleksandra Pawlicka","raw_affiliation_strings":["University of Warsaw, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"University of Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009283476","display_name":"Micha\u0142 Chora\u015b","orcid":"https://orcid.org/0000-0003-1405-9911"},"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"]},{"id":"https://openalex.org/I4210101789","display_name":"University of Bydgoszcz","ror":"https://ror.org/01c4qa656","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210101789"]},{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Chora\u015b","raw_affiliation_strings":["PBS Bydgoszcz University of Science and Technology, Bydgoszcz, Poland"],"affiliations":[{"raw_affiliation_string":"PBS Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I1300393620","https://openalex.org/I4210101789"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5080273363"],"corresponding_institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I4210101789","https://openalex.org/I686019"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13363867,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"85","last_page":"95"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.998199999332428,"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":0.998199999332428,"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/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9713000059127808,"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":0.9487000107765198,"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/computer-science","display_name":"Computer science","score":0.45443031191825867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3631068468093872},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36029231548309326}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45443031191825867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3631068468093872},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36029231548309326}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-87778-0_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-87778-0_8","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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 on Data Engineering and Communications Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2040752837","https://openalex.org/W2470368200","https://openalex.org/W2473156356","https://openalex.org/W2800423036","https://openalex.org/W2893646015","https://openalex.org/W2947795716","https://openalex.org/W3016522735","https://openalex.org/W3175578024","https://openalex.org/W3182952703","https://openalex.org/W4300435436","https://openalex.org/W4303579256"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}