{"id":"https://openalex.org/W4317830766","doi":"https://doi.org/10.1007/s11042-023-14370-9","title":"Performance evaluation of PCA based reduced features of leaf images extracted by DWT using random Forest and XGBoost classifier","display_name":"Performance evaluation of PCA based reduced features of leaf images extracted by DWT using random Forest and XGBoost classifier","publication_year":2023,"publication_date":"2023-01-24","ids":{"openalex":"https://openalex.org/W4317830766","doi":"https://doi.org/10.1007/s11042-023-14370-9"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-14370-9","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","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/A5007941842","display_name":"Monu Bhagat","orcid":"https://orcid.org/0000-0001-9074-9653"},"institutions":[{"id":"https://openalex.org/I187761245","display_name":"National Institute of Technology Jamshedpur","ror":"https://ror.org/01sebzx27","country_code":"IN","type":"education","lineage":["https://openalex.org/I187761245"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Monu Bhagat","raw_affiliation_strings":["Department of Computer Science & Engineering, National Institute of Technology Jamshedpur, Jharkhand, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, National Institute of Technology Jamshedpur, Jharkhand, India","institution_ids":["https://openalex.org/I187761245"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103796845","display_name":"Dilip Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I187761245","display_name":"National Institute of Technology Jamshedpur","ror":"https://ror.org/01sebzx27","country_code":"IN","type":"education","lineage":["https://openalex.org/I187761245"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dilip Kumar","raw_affiliation_strings":["Department of Computer Science & Engineering, National Institute of Technology Jamshedpur, Jharkhand, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, National Institute of Technology Jamshedpur, Jharkhand, India","institution_ids":["https://openalex.org/I187761245"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.479,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.999973,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"82","issue":"17","first_page":"26225","last_page":"26254"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9995,"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":0.9995,"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":0.9572,"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":0.9481,"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/contextual-image-classification","display_name":"Contextual image classification","score":0.44446516}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7861402},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.76090544},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7433232},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7398281},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7233745},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5484302},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.53690004},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.44446516},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2261453}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-14370-9","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/15","display_name":"Life on land"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":47,"referenced_works":["https://openalex.org/W14070459","https://openalex.org/W1564527624","https://openalex.org/W2004373333","https://openalex.org/W2030186754","https://openalex.org/W2046483611","https://openalex.org/W2050729568","https://openalex.org/W2057627153","https://openalex.org/W2072955302","https://openalex.org/W2079465209","https://openalex.org/W2096038174","https://openalex.org/W2127673637","https://openalex.org/W2228138522","https://openalex.org/W2416492311","https://openalex.org/W2463733399","https://openalex.org/W2473156356","https://openalex.org/W2486256985","https://openalex.org/W2548258044","https://openalex.org/W2550043609","https://openalex.org/W2557371538","https://openalex.org/W2561572938","https://openalex.org/W2612844455","https://openalex.org/W2753403518","https://openalex.org/W2779622268","https://openalex.org/W2786538427","https://openalex.org/W2791899572","https://openalex.org/W2792362452","https://openalex.org/W2894058049","https://openalex.org/W2901380936","https://openalex.org/W2965515561","https://openalex.org/W2966571940","https://openalex.org/W2972113714","https://openalex.org/W2988482434","https://openalex.org/W3010655531","https://openalex.org/W3018651684","https://openalex.org/W3024017681","https://openalex.org/W3035503061","https://openalex.org/W3080569639","https://openalex.org/W3081001824","https://openalex.org/W3085282396","https://openalex.org/W3139773118","https://openalex.org/W3163885127","https://openalex.org/W3172544793","https://openalex.org/W3178340391","https://openalex.org/W3190789542","https://openalex.org/W4200045448","https://openalex.org/W4224277290","https://openalex.org/W4252900455"],"related_works":["https://openalex.org/W4386259002","https://openalex.org/W3193043704","https://openalex.org/W3171520305","https://openalex.org/W2889302474","https://openalex.org/W2565656575","https://openalex.org/W2162970382","https://openalex.org/W2005234362","https://openalex.org/W1997235926","https://openalex.org/W1924178503","https://openalex.org/W1546989560"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4317830766","counts_by_year":[{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2}],"updated_date":"2025-01-05T13:14:08.021679","created_date":"2023-01-24"}