{"id":"https://openalex.org/W4415660789","doi":"https://doi.org/10.5220/0013743600004000","title":"Uncertainty Estimation and Calibration of a Few-Shot Transfer Learning Model for Lettuce Phenotyping","display_name":"Uncertainty Estimation and Calibration of a Few-Shot Transfer Learning Model for Lettuce Phenotyping","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415660789","doi":"https://doi.org/10.5220/0013743600004000"},"language":null,"primary_location":{"id":"doi:10.5220/0013743600004000","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013743600004000","pdf_url":null,"source":null,"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":"Proceedings of the 17th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0013743600004000","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120174025","display_name":"Rusith Chamara Hathurusinghe Dewage","orcid":"https://orcid.org/0009-0004-6144-7807"},"institutions":[{"id":"https://openalex.org/I4210156299","display_name":"Joint Center for Artificial Photosynthesis","ror":"https://ror.org/05jtgpc57","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521","https://openalex.org/I4210156299"]},{"id":"https://openalex.org/I54108979","display_name":"Norwegian University of Life Sciences","ror":"https://ror.org/04a1mvv97","country_code":"NO","type":"education","lineage":["https://openalex.org/I54108979"]}],"countries":["NO","US"],"is_corresponding":false,"raw_author_name":"Rusith Dewage","raw_affiliation_strings":["Faculty of Science and Technology, Norwegian University of Life Sciences, P.O. Box 5003, NO-1432, \u00c5s, Norway","Photosynthetic AS, Sj\u00f8skogenveien 5, 1407 Vinterbro, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Norwegian University of Life Sciences, P.O. Box 5003, NO-1432, \u00c5s, Norway","institution_ids":["https://openalex.org/I54108979"]},{"raw_affiliation_string":"Photosynthetic AS, Sj\u00f8skogenveien 5, 1407 Vinterbro, Norway","institution_ids":["https://openalex.org/I4210156299"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044793388","display_name":"Habib Ullah","orcid":"https://orcid.org/0000-0002-2434-0849"},"institutions":[{"id":"https://openalex.org/I54108979","display_name":"Norwegian University of Life Sciences","ror":"https://ror.org/04a1mvv97","country_code":"NO","type":"education","lineage":["https://openalex.org/I54108979"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Habib Ullah","raw_affiliation_strings":["Faculty of Science and Technology, Norwegian University of Life Sciences, P.O. Box 5003, NO-1432, \u00c5s, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Norwegian University of Life Sciences, P.O. Box 5003, NO-1432, \u00c5s, Norway","institution_ids":["https://openalex.org/I54108979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110777779","display_name":"Muhammad Siddiqui","orcid":null},"institutions":[{"id":"https://openalex.org/I54108979","display_name":"Norwegian University of Life Sciences","ror":"https://ror.org/04a1mvv97","country_code":"NO","type":"education","lineage":["https://openalex.org/I54108979"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Muhammad Siddiqui","raw_affiliation_strings":["Faculty of Science and Technology, Norwegian University of Life Sciences, P.O. Box 5003, NO-1432, \u00c5s, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Norwegian University of Life Sciences, P.O. Box 5003, NO-1432, \u00c5s, Norway","institution_ids":["https://openalex.org/I54108979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101977436","display_name":"Rakibul Islam","orcid":"https://orcid.org/0000-0002-0646-6376"},"institutions":[{"id":"https://openalex.org/I4210156299","display_name":"Joint Center for Artificial Photosynthesis","ror":"https://ror.org/05jtgpc57","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521","https://openalex.org/I4210156299"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rakibul Islam","raw_affiliation_strings":["Photosynthetic AS, Sj\u00f8skogenveien 5, 1407 Vinterbro, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Photosynthetic AS, Sj\u00f8skogenveien 5, 1407 Vinterbro, Norway","institution_ids":["https://openalex.org/I4210156299"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073646721","display_name":"Fadi Al Machot","orcid":"https://orcid.org/0000-0002-1239-9261"},"institutions":[{"id":"https://openalex.org/I54108979","display_name":"Norwegian University of Life Sciences","ror":"https://ror.org/04a1mvv97","country_code":"NO","type":"education","lineage":["https://openalex.org/I54108979"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Fadi-Al Machot","raw_affiliation_strings":["Faculty of Science and Technology, Norwegian University of Life Sciences, P.O. Box 5003, NO-1432, \u00c5s, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Norwegian University of Life Sciences, P.O. Box 5003, NO-1432, \u00c5s, Norway","institution_ids":["https://openalex.org/I54108979"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"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":0.14770717,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"388","last_page":"397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.6338000297546387,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.6338000297546387,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.06199999898672104,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.04520000144839287,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.6757000088691711},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.35339999198913574},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.34130001068115234},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.3061000108718872},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.26460000872612}],"concepts":[{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.6757000088691711},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41929998993873596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3903000056743622},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.35339999198913574},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.34380000829696655},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.34130001068115234},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3400999903678894},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3188000023365021},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.3061000108718872},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2906000018119812},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.26460000872612},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2637999951839447},{"id":"https://openalex.org/C137209882","wikidata":"https://www.wikidata.org/wiki/Q1403517","display_name":"Measurement uncertainty","level":2,"score":0.2619999945163727},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.25690001249313354}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0013743600004000","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013743600004000","pdf_url":null,"source":null,"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":"Proceedings of the 17th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0013743600004000","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013743600004000","pdf_url":null,"source":null,"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":"Proceedings of the 17th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-29T00:00:00"}
