{"id":"https://openalex.org/W4404032301","doi":"https://doi.org/10.1109/icccnt61001.2024.10725566","title":"Botanical Distinction: Classifying Basil Types in India with CNN and Random Forest - An Advanced Study","display_name":"Botanical Distinction: Classifying Basil Types in India with CNN and Random Forest - An Advanced Study","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404032301","doi":"https://doi.org/10.1109/icccnt61001.2024.10725566"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725566","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725566","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"},"type":"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/A5063365839","display_name":"Rishabh Sharma","orcid":"https://orcid.org/0000-0002-6276-9961"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rishabh Sharma","raw_affiliation_strings":["Chitkara University,Centre for Research Impact &#x0026; Outcome,Rajpura,Punjab,India,140401"],"affiliations":[{"raw_affiliation_string":"Chitkara University,Centre for Research Impact &#x0026; Outcome,Rajpura,Punjab,India,140401","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084973947","display_name":"Sahil Khurana","orcid":"https://orcid.org/0009-0002-5347-1810"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sahil Khurana","raw_affiliation_strings":["Chitkara University,Chitkara Centre for Research and Development,Himachal Pradesh,India,174103"],"affiliations":[{"raw_affiliation_string":"Chitkara University,Chitkara Centre for Research and Development,Himachal Pradesh,India,174103","institution_ids":["https://openalex.org/I74319210"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5063365839"],"corresponding_institution_ids":["https://openalex.org/I74319210"],"apc_list":null,"apc_paid":null,"fwci":0.2374,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50238349,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9501000046730042,"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"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9501000046730042,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9337000250816345,"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/random-forest","display_name":"Random forest","score":0.829682469367981},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5051241517066956},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4981496334075928},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35719630122184753},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3389650583267212},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32733917236328125}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.829682469367981},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5051241517066956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4981496334075928},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35719630122184753},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3389650583267212},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32733917236328125}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725566","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725566","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2887902433","https://openalex.org/W2964854982","https://openalex.org/W3200042973","https://openalex.org/W3212433341","https://openalex.org/W4207001442","https://openalex.org/W4221013561","https://openalex.org/W4283796785","https://openalex.org/W4310055532","https://openalex.org/W4312794820","https://openalex.org/W4321062124","https://openalex.org/W4380048990","https://openalex.org/W4386213832","https://openalex.org/W4386920372","https://openalex.org/W4388937672","https://openalex.org/W4389053033"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4394984040","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"This":[0,49,109,122,201],"study":[1,202],"looks":[2],"at":[3],"how":[4],"different":[5,85,117,175,217],"kinds":[6,86,152,218],"of":[7,29,32,87,119,153,184,219],"basil":[8,33,88,120,154,220],"in":[9,83,90,144,211,222],"India":[10,91,223],"are":[11,131],"grouped":[12],"using":[13,54],"Convolutional":[14],"Neural":[15],"Networks":[16],"(CNN)":[17],"and":[18,38,71,79,136,146,198],"Random":[19,56],"Forest":[20,57],"(RF)":[21],"models.":[22],"The":[23,61,74],"research":[24,123],"with":[25,104,125,174],"12,500":[26],"clear":[27],"images":[28],"three":[30,66],"types":[31,118],"(Purple":[34],"Basil,":[35,37],"Sweet":[36],"Genovese)":[39],"uses":[40],"a":[41,55,112,204],"mixed":[42],"model":[43,76,171],"to":[44,142,181,190,207],"separate":[45],"features":[46],"by":[47,127],"CNN.":[48],"is":[50,63,80,196],"then":[51],"followed":[52],"up":[53],"for":[58,115,134,188],"final":[59],"classification.":[60],"data":[62,176],"split":[64],"into":[65],"parts:":[67],"training":[68],"(74%),":[69],"checking(13%)":[70],"testing":[72],"(13%).":[73],"finished":[75],"works":[77,172],"well":[78,173],"97.96%":[81],"correct":[82],"telling":[84],"popular":[89],"apart":[92],"from":[93,160],"each":[94],"other.":[95],"These":[96],"measures":[97],"focus":[98],"on":[99,167],"the":[100,170],"model\u2019s":[101],"balanced":[102],"performance":[103],"few":[105],"mistakes":[106],"during":[107],"classifications.":[108],"makes":[110],"it":[111,186],"top":[113],"choice":[114],"classifying":[116],"plants.":[121,213],"helps":[124,215],"farming":[126],"making":[128,185],"sure":[129],"things":[130],"sorted":[132],"out":[133],"growing":[135,221],"keeping":[137],"safe.":[138],"It":[139,214],"also":[140,179],"promises":[141],"help":[143],"medicine":[145],"cooking,":[147],"letting":[148],"people":[149,189],"pick":[150],"special":[151],"that":[155,169],"can":[156,165],"be":[157],"used":[158],"differently":[159],"one":[161],"another.":[162],"Future":[163],"projects":[164],"work":[166],"checking":[168],"sets.":[177],"They":[178],"need":[180],"find":[182],"ways":[183],"easier":[187],"understand":[191],"what\u2019s":[192],"happening,":[193],"so":[194],"everything":[195],"clearer":[197],"more":[199],"open.":[200],"gives":[203],"good":[205],"start":[206],"use":[208],"machine":[209],"learning":[210],"sorting":[212],"classify":[216],"very":[224],"well.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}
