{"id":"https://openalex.org/W4389881069","doi":"https://doi.org/10.1109/iceei59426.2023.10346676","title":"Performance Improvement of Paddy Growth Stage Classification Using Stacking CART and Random Forest Method","display_name":"Performance Improvement of Paddy Growth Stage Classification Using Stacking CART and Random Forest Method","publication_year":2023,"publication_date":"2023-10-10","ids":{"openalex":"https://openalex.org/W4389881069","doi":"https://doi.org/10.1109/iceei59426.2023.10346676"},"language":"en","primary_location":{"id":"doi:10.1109/iceei59426.2023.10346676","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iceei59426.2023.10346676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Electrical Engineering and Informatics (ICEEI)","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/A5055895806","display_name":"Nadira Fawziyya Masnur","orcid":null},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Nadira Fawziyya Masnur","raw_affiliation_strings":["School of Electrical Engineering and Informatics, Bandung Institute of Technology,Bandung,Indonesia","School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Bandung Institute of Technology,Bandung,Indonesia","institution_ids":["https://openalex.org/I134635517"]},{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049759247","display_name":"Nurul Izza Afkharinah","orcid":null},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Nurul Izza Afkharinah","raw_affiliation_strings":["School of Electrical Engineering and Informatics, Bandung Institute of Technology,Bandung,Indonesia","School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Bandung Institute of Technology,Bandung,Indonesia","institution_ids":["https://openalex.org/I134635517"]},{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072505958","display_name":"Elisabeth Gunawan","orcid":null},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Elisabeth Gunawan","raw_affiliation_strings":["School of Electrical Engineering and Informatics, Bandung Institute of Technology,Bandung,Indonesia","School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Bandung Institute of Technology,Bandung,Indonesia","institution_ids":["https://openalex.org/I134635517"]},{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008352934","display_name":"Agustan Agustan","orcid":"https://orcid.org/0000-0002-5419-1362"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Agustan Agustan","raw_affiliation_strings":["National Research and Innovation Agency (BRIN),Research Center for Geospatial,Jakarta,Indonesia","Research Center for Geospatial, National Research and Innovation Agency (BRIN), Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"National Research and Innovation Agency (BRIN),Research Center for Geospatial,Jakarta,Indonesia","institution_ids":["https://openalex.org/I4387154144"]},{"raw_affiliation_string":"Research Center for Geospatial, National Research and Innovation Agency (BRIN), Jakarta, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056338719","display_name":"Swasetyo Yulianto","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Swasetyo Yulianto","raw_affiliation_strings":["National Research and Innovation Agency (BRIN),Research Center for Geospatial,Jakarta,Indonesia","Research Center for Geospatial, National Research and Innovation Agency (BRIN), Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"National Research and Innovation Agency (BRIN),Research Center for Geospatial,Jakarta,Indonesia","institution_ids":["https://openalex.org/I4387154144"]},{"raw_affiliation_string":"Research Center for Geospatial, National Research and Innovation Agency (BRIN), Jakarta, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086661578","display_name":"Kusprasapta Mutijarsa","orcid":"https://orcid.org/0000-0001-9007-609X"},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Kusprasapta Mutijarsa","raw_affiliation_strings":["School of Electrical Engineering and Informatics, Bandung Institute of Technology,Bandung,Indonesia","School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Bandung Institute of Technology,Bandung,Indonesia","institution_ids":["https://openalex.org/I134635517"]},{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5055895806"],"corresponding_institution_ids":["https://openalex.org/I134635517"],"apc_list":null,"apc_paid":null,"fwci":1.3639,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86393025,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13478","display_name":"Agricultural Development and Management","score":0.9715999960899353,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"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/T13478","display_name":"Agricultural Development and Management","score":0.9715999960899353,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.9151999950408936,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/cart","display_name":"Cart","score":0.7969778776168823},{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.7914904356002808},{"id":"https://openalex.org/keywords/pearson-product-moment-correlation-coefficient","display_name":"Pearson product-moment correlation coefficient","score":0.6517010927200317},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6381729245185852},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4967709183692932},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.46498769521713257},{"id":"https://openalex.org/keywords/systematic-sampling","display_name":"Systematic sampling","score":0.4207276701927185},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.41682517528533936},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4138084053993225},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3233926296234131},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3201838731765747},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31803035736083984},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15200063586235046}],"concepts":[{"id":"https://openalex.org/C2777275308","wikidata":"https://www.wikidata.org/wiki/Q234668","display_name":"Cart","level":2,"score":0.7969778776168823},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.7914904356002808},{"id":"https://openalex.org/C55078378","wikidata":"https://www.wikidata.org/wiki/Q1136628","display_name":"Pearson product-moment correlation coefficient","level":2,"score":0.6517010927200317},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6381729245185852},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4967709183692932},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.46498769521713257},{"id":"https://openalex.org/C192489979","wikidata":"https://www.wikidata.org/wiki/Q1502997","display_name":"Systematic sampling","level":2,"score":0.4207276701927185},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.41682517528533936},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4138084053993225},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3233926296234131},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3201838731765747},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31803035736083984},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15200063586235046},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceei59426.2023.10346676","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iceei59426.2023.10346676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Electrical Engineering and Informatics (ICEEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2725897987","https://openalex.org/W2758210752","https://openalex.org/W2766696621","https://openalex.org/W2792632832","https://openalex.org/W2968261976","https://openalex.org/W3005383134","https://openalex.org/W3025406830","https://openalex.org/W3216103291","https://openalex.org/W4221051945","https://openalex.org/W4313315629","https://openalex.org/W4313315657","https://openalex.org/W4313315790","https://openalex.org/W4389881048","https://openalex.org/W4389888593"],"related_works":["https://openalex.org/W357196361","https://openalex.org/W2027314909","https://openalex.org/W1036938216","https://openalex.org/W3109425891","https://openalex.org/W2113714434","https://openalex.org/W3096637473","https://openalex.org/W2377792686","https://openalex.org/W4200439127","https://openalex.org/W829658220","https://openalex.org/W2946560178"],"abstract_inverted_index":{"Indonesia":[0],"is":[1,19,31,47,85,151,197],"an":[2,95,225,231],"agricultural":[3,10],"country":[4],"with":[5,87,134,194,230,245],"one":[6,44],"of":[7,15,22,39,45,105,117,122,127,144,166,233],"its":[8],"main":[9],"commodities":[11],"being":[12,138],"rice.":[13],"One":[14],"the":[16,20,32,48,103,106,125,135,154,159,163,204,208,213,220,237,242],"areas":[17,161],"that":[18,63,148],"center":[21],"rice":[23,41],"cultivation":[24],"in":[25,158,203,227],"Indonesia,":[26],"especially":[27],"on":[28],"Java":[29],"Island,":[30],"Karawang":[33],"Regency.":[34],"There":[35],"are":[36,59,91],"several":[37,60],"methods":[38,210],"measuring":[40],"production":[42],"data,":[43,155],"which":[46,84,90],"ASF":[49,88],"statistical":[50,56],"method.":[51,99],"Apart":[52],"from":[53,162,186],"using":[54,113,207,219,241],"these":[55],"methods,":[57],"there":[58],"studies":[61],"showing":[62],"machine":[64],"learning":[65],"models":[66],"can":[67],"be":[68],"developed":[69],"to":[70,153,200,236],"predict":[71],"paddy":[72],"growth":[73],"stage":[74],"precisely":[75],"and":[76,119,176,179],"accurately.":[77],"This":[78],"research":[79],"uses":[80],"Sentinel-1A":[81],"image":[82],"data":[83,97],"extrapolated":[86],"samples":[89],"then":[92],"oversampled":[93,246],"as":[94],"imbalance":[96],"handling":[98],"In":[100,215],"this":[101,145],"study,":[102],"development":[104,126],"CART":[107,130,164,243],"algorithm":[108],"was":[109,131],"carried":[110,132],"out":[111,133],"by":[112],"parameters":[114],"maxnodes":[115],"value":[116],"1000":[118],"a":[120,128,139],"minleafpopulation":[121],"1.":[123],"Furthermore,":[124],"stacking":[129,221],"meta":[136],"learner":[137],"random":[140],"forest.":[141],"The":[142],"results":[143,240],"study":[146],"indicate":[147],"when":[149],"oversampling":[150,212],"applied":[152],"Pearson":[156,201,228],"Correlations":[157],"estimated":[160,183,205],"Method":[165],"classes":[167],"V1":[168],"(Early":[169],"Vegetative),":[170,173],"V2":[171],"(Late":[172],"G":[174],"(Generative),":[175],"P&PL":[177],"(Harvest":[178],"Land":[180],"Preparation)":[181],"toward":[182],"area":[184,187,206,217,238],"derived":[185],"sampling":[188],"frame":[189],"(ASF)":[190],"method":[191,223,244],"have":[192],"reduced":[193],"deviation":[195],"average":[196,232],"0.21195":[198],"compared":[199,235],"Correlation":[202],"same":[209],"without":[211],"data.":[214,247],"addition,":[216],"estimation":[218,239],"CART+RF":[222],"shows":[224],"increase":[226],"correlation":[229],"0.26612":[234]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
