{"id":"https://openalex.org/W2993090039","doi":"https://doi.org/10.1007/978-3-030-36056-6_16","title":"Impact of Hyperparameter Tuning on Deep Learning Based Estimation of Disease Severity in Grape Plant","display_name":"Impact of Hyperparameter Tuning on Deep Learning Based Estimation of Disease Severity in Grape Plant","publication_year":2019,"publication_date":"2019-12-04","ids":{"openalex":"https://openalex.org/W2993090039","doi":"https://doi.org/10.1007/978-3-030-36056-6_16","mag":"2993090039"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-36056-6_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-36056-6_16","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5069136271","display_name":"Shradha Verma","orcid":"https://orcid.org/0000-0002-7053-1654"},"institutions":[{"id":"https://openalex.org/I105454292","display_name":"Guru Gobind Singh Indraprastha University","ror":"https://ror.org/034q1za58","country_code":"IN","type":"education","lineage":["https://openalex.org/I105454292"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shradha Verma","raw_affiliation_strings":["University School of Information, Communication and Technology, Guru Gobind Singh Indraprastha University (GGSIP), Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University School of Information, Communication and Technology, Guru Gobind Singh Indraprastha University (GGSIP), Delhi, India","institution_ids":["https://openalex.org/I105454292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064896366","display_name":"Anuradha Chug","orcid":"https://orcid.org/0000-0002-3139-4490"},"institutions":[{"id":"https://openalex.org/I105454292","display_name":"Guru Gobind Singh Indraprastha University","ror":"https://ror.org/034q1za58","country_code":"IN","type":"education","lineage":["https://openalex.org/I105454292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anuradha Chug","raw_affiliation_strings":["University School of Information, Communication and Technology, Guru Gobind Singh Indraprastha University (GGSIP), Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University School of Information, Communication and Technology, Guru Gobind Singh Indraprastha University (GGSIP), Delhi, India","institution_ids":["https://openalex.org/I105454292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008002283","display_name":"Amit Prakash Singh","orcid":"https://orcid.org/0000-0002-8675-6903"},"institutions":[{"id":"https://openalex.org/I105454292","display_name":"Guru Gobind Singh Indraprastha University","ror":"https://ror.org/034q1za58","country_code":"IN","type":"education","lineage":["https://openalex.org/I105454292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Prakash Singh","raw_affiliation_strings":["University School of Information, Communication and Technology, Guru Gobind Singh Indraprastha University (GGSIP), Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University School of Information, Communication and Technology, Guru Gobind Singh Indraprastha University (GGSIP), Delhi, India","institution_ids":["https://openalex.org/I105454292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069136271"],"corresponding_institution_ids":["https://openalex.org/I105454292"],"apc_list":null,"apc_paid":null,"fwci":4.0188,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.93520277,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"161","last_page":"171"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9994999766349792,"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":0.9994999766349792,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9627000093460083,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/hyperparameter","display_name":"Hyperparameter","score":0.9168773889541626},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6219533681869507},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6009899377822876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.536597728729248},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5276461839675903},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49145185947418213},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4427616596221924},{"id":"https://openalex.org/keywords/plant-disease","display_name":"Plant disease","score":0.4301433861255646},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42620357871055603},{"id":"https://openalex.org/keywords/f1-score","display_name":"F1 score","score":0.4213044345378876},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27887123823165894},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13604959845542908},{"id":"https://openalex.org/keywords/biotechnology","display_name":"Biotechnology","score":0.07803690433502197}],"concepts":[{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.9168773889541626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6219533681869507},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6009899377822876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.536597728729248},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5276461839675903},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49145185947418213},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4427616596221924},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.4301433861255646},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42620357871055603},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.4213044345378876},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27887123823165894},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13604959845542908},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.07803690433502197}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-36056-6_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-36056-6_16","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W8172837","https://openalex.org/W1968378357","https://openalex.org/W1981276685","https://openalex.org/W2041636156","https://openalex.org/W2095044380","https://openalex.org/W2107561290","https://openalex.org/W2163605009","https://openalex.org/W2179823001","https://openalex.org/W2194775991","https://openalex.org/W2319902369","https://openalex.org/W2339460098","https://openalex.org/W2470368200","https://openalex.org/W2473156356","https://openalex.org/W2514577743","https://openalex.org/W2520485738","https://openalex.org/W2618747515","https://openalex.org/W2731165298","https://openalex.org/W2733343268","https://openalex.org/W2782700049","https://openalex.org/W2789255992","https://openalex.org/W2790979755","https://openalex.org/W2801958709","https://openalex.org/W2913766929","https://openalex.org/W2916060083","https://openalex.org/W2940118123"],"related_works":["https://openalex.org/W4206951940","https://openalex.org/W4382602594","https://openalex.org/W4387850423","https://openalex.org/W4206657577","https://openalex.org/W3183901164","https://openalex.org/W2951211570","https://openalex.org/W3176438653","https://openalex.org/W3135818718","https://openalex.org/W4290188444","https://openalex.org/W3167935049"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-02T09:04:35.204637","created_date":"2025-10-10T00:00:00"}
