{"id":"https://openalex.org/W4387735350","doi":"https://doi.org/10.1109/ic3ina60834.2023.10285812","title":"Harmful Algal Blooms Prediction Model: Dealing With Limited Datasets","display_name":"Harmful Algal Blooms Prediction Model: Dealing With Limited Datasets","publication_year":2023,"publication_date":"2023-10-04","ids":{"openalex":"https://openalex.org/W4387735350","doi":"https://doi.org/10.1109/ic3ina60834.2023.10285812"},"language":"en","primary_location":{"id":"doi:10.1109/ic3ina60834.2023.10285812","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3ina60834.2023.10285812","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 Computer, Control, Informatics and its Applications (IC3INA)","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/A5041515139","display_name":"Aris Yaman","orcid":"https://orcid.org/0000-0002-0305-9054"},"institutions":[{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Aris Yaman","raw_affiliation_strings":["Research Center for Artificial Intelligence and Cyber Security,Bandung,Indonesia","Research Center for Artificial Intelligence and Cyber Security, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"Research Center for Artificial Intelligence and Cyber Security,Bandung,Indonesia","institution_ids":["https://openalex.org/I4210164862"]},{"raw_affiliation_string":"Research Center for Artificial Intelligence and Cyber Security, Bandung, Indonesia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028466031","display_name":"Reny Puspasari","orcid":"https://orcid.org/0000-0001-5989-8837"},"institutions":[{"id":"https://openalex.org/I4210086941","display_name":"Ministry of Marine Affairs and Fisheries","ror":"https://ror.org/000fdg564","country_code":"ID","type":"government","lineage":["https://openalex.org/I4210086941"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Reny Puspasari","raw_affiliation_strings":["Research Center for Fisheries,Bandung,Indonesia","Research Center for Fisheries, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"Research Center for Fisheries,Bandung,Indonesia","institution_ids":["https://openalex.org/I4210086941"]},{"raw_affiliation_string":"Research Center for Fisheries, Bandung, Indonesia","institution_ids":["https://openalex.org/I4210086941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018007438","display_name":"Zaenal Akbar","orcid":"https://orcid.org/0000-0003-3563-0021"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":null,"type":"funder","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Zaenal Akbar","raw_affiliation_strings":["Research Center for Data and Information Science National Research and Innovation Agency,Bandung,Indonesia","Research Center for Data and Information Science National Research and Innovation Agency, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"Research Center for Data and Information Science National Research and Innovation Agency,Bandung,Indonesia","institution_ids":["https://openalex.org/I4387154144"]},{"raw_affiliation_string":"Research Center for Data and Information Science National Research and Innovation Agency, Bandung, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033505114","display_name":"Ariani Indrawati","orcid":"https://orcid.org/0000-0002-1387-9419"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":null,"type":"funder","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ariani Indrawati","raw_affiliation_strings":["Research Center for Data and Information Science National Research and Innovation Agency,Bandung,Indonesia","Research Center for Data and Information Science National Research and Innovation Agency, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"Research Center for Data and Information Science National Research and Innovation Agency,Bandung,Indonesia","institution_ids":["https://openalex.org/I4387154144"]},{"raw_affiliation_string":"Research Center for Data and Information Science National Research and Innovation Agency, Bandung, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009864138","display_name":"Yulia Aris Kartika","orcid":"https://orcid.org/0000-0003-2883-7585"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":null,"type":"funder","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Yulia Aris Kartika","raw_affiliation_strings":["Research Center for Data and Information Science National Research and Innovation Agency,Bandung,Indonesia","Research Center for Data and Information Science National Research and Innovation Agency, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"Research Center for Data and Information Science National Research and Innovation Agency,Bandung,Indonesia","institution_ids":["https://openalex.org/I4387154144"]},{"raw_affiliation_string":"Research Center for Data and Information Science National Research and Innovation Agency, Bandung, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025579710","display_name":"Lindung Parningotan Manik","orcid":"https://orcid.org/0000-0001-8637-2881"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":null,"type":"funder","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Lindung Parningotan Manik","raw_affiliation_strings":["Research Center for Data and Information Science National Research and Innovation Agency,Bandung,Indonesia","Research Center for Data and Information Science National Research and Innovation Agency, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"Research Center for Data and Information Science National Research and Innovation Agency,Bandung,Indonesia","institution_ids":["https://openalex.org/I4387154144"]},{"raw_affiliation_string":"Research Center for Data and Information Science National Research and Innovation Agency, Bandung, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007700353","display_name":"Setiya Triharyuni","orcid":"https://orcid.org/0000-0002-6413-0600"},"institutions":[{"id":"https://openalex.org/I4210086941","display_name":"Ministry of Marine Affairs and Fisheries","ror":"https://ror.org/000fdg564","country_code":"ID","type":"government","lineage":["https://openalex.org/I4210086941"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Setiya Triharyuni","raw_affiliation_strings":["Research Center for Fisheries,Bandung,Indonesia","Research Center for Fisheries, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"Research Center for Fisheries,Bandung,Indonesia","institution_ids":["https://openalex.org/I4210086941"]},{"raw_affiliation_string":"Research Center for Fisheries, Bandung, Indonesia","institution_ids":["https://openalex.org/I4210086941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008705694","display_name":"Hatim Albasri","orcid":"https://orcid.org/0000-0003-1512-5001"},"institutions":[{"id":"https://openalex.org/I4210086941","display_name":"Ministry of Marine Affairs and Fisheries","ror":"https://ror.org/000fdg564","country_code":"ID","type":"government","lineage":["https://openalex.org/I4210086941"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Hatim Albasri","raw_affiliation_strings":["Research Center for Fisheries,Bandung,Indonesia","Research Center for Fisheries, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"Research Center for Fisheries,Bandung,Indonesia","institution_ids":["https://openalex.org/I4210086941"]},{"raw_affiliation_string":"Research Center for Fisheries, Bandung, Indonesia","institution_ids":["https://openalex.org/I4210086941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013496956","display_name":"Sandi Wibowo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086941","display_name":"Ministry of Marine Affairs and Fisheries","ror":"https://ror.org/000fdg564","country_code":"ID","type":"government","lineage":["https://openalex.org/I4210086941"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Sandi Wibowo","raw_affiliation_strings":["Center for Fisheries Research, Ministry of Marine Affairs and Fisheries of the Republic of Indonesia,Bandung,Indonesia","Center for Fisheries Research, Ministry of Marine Affairs and Fisheries of the Republic of Indonesia, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"Center for Fisheries Research, Ministry of Marine Affairs and Fisheries of the Republic of Indonesia,Bandung,Indonesia","institution_ids":["https://openalex.org/I4210086941"]},{"raw_affiliation_string":"Center for Fisheries Research, Ministry of Marine Affairs and Fisheries of the Republic of Indonesia, Bandung, Indonesia","institution_ids":["https://openalex.org/I4210086941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018559332","display_name":"Hilman F. Pardede","orcid":"https://orcid.org/0000-0001-8078-7592"},"institutions":[{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hilman F. Pardede","raw_affiliation_strings":["Research Center for Artificial Intelligence and Cyber Security,Bandung,Indonesia","Research Center for Artificial Intelligence and Cyber Security, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"Research Center for Artificial Intelligence and Cyber Security,Bandung,Indonesia","institution_ids":["https://openalex.org/I4210164862"]},{"raw_affiliation_string":"Research Center for Artificial Intelligence and Cyber Security, Bandung, Indonesia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5041515139"],"corresponding_institution_ids":["https://openalex.org/I4210164862"],"apc_list":null,"apc_paid":null,"fwci":0.1257,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.43841147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"8","issue":null,"first_page":"370","last_page":"375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.970300018787384,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.970300018787384,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9545999765396118,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9254000186920166,"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/transfer-of-learning","display_name":"Transfer of learning","score":0.7603294253349304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7333043217658997},{"id":"https://openalex.org/keywords/buoy","display_name":"Buoy","score":0.6859416365623474},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6609019637107849},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5986740589141846},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5977693200111389},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.534139096736908},{"id":"https://openalex.org/keywords/algal-bloom","display_name":"Algal bloom","score":0.5094874501228333},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.506369948387146},{"id":"https://openalex.org/keywords/water-quality","display_name":"Water quality","score":0.4605613648891449},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4564201831817627},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33673906326293945},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.18263912200927734},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12255677580833435}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7603294253349304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7333043217658997},{"id":"https://openalex.org/C2779847632","wikidata":"https://www.wikidata.org/wiki/Q30026","display_name":"Buoy","level":2,"score":0.6859416365623474},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6609019637107849},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5986740589141846},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5977693200111389},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.534139096736908},{"id":"https://openalex.org/C120305227","wikidata":"https://www.wikidata.org/wiki/Q326139","display_name":"Algal bloom","level":4,"score":0.5094874501228333},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.506369948387146},{"id":"https://openalex.org/C2780797713","wikidata":"https://www.wikidata.org/wiki/Q625376","display_name":"Water quality","level":2,"score":0.4605613648891449},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4564201831817627},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33673906326293945},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.18263912200927734},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12255677580833435},{"id":"https://openalex.org/C2780892065","wikidata":"https://www.wikidata.org/wiki/Q184755","display_name":"Phytoplankton","level":3,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C142796444","wikidata":"https://www.wikidata.org/wiki/Q181394","display_name":"Nutrient","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3ina60834.2023.10285812","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3ina60834.2023.10285812","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 Computer, Control, Informatics and its Applications (IC3INA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","score":0.8100000023841858,"display_name":"Clean water and sanitation"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W104508056","https://openalex.org/W1518731581","https://openalex.org/W1920754204","https://openalex.org/W1977168270","https://openalex.org/W1980276147","https://openalex.org/W2062518264","https://openalex.org/W2086145547","https://openalex.org/W2132898581","https://openalex.org/W2171633038","https://openalex.org/W2395579298","https://openalex.org/W2566314703","https://openalex.org/W2684023297","https://openalex.org/W2795243290","https://openalex.org/W2886427491","https://openalex.org/W2960362180","https://openalex.org/W2967895093","https://openalex.org/W2972204327","https://openalex.org/W3005915581","https://openalex.org/W3027646416","https://openalex.org/W3049546269","https://openalex.org/W3084504593","https://openalex.org/W3210604561","https://openalex.org/W4281260498","https://openalex.org/W4283776467","https://openalex.org/W4288296172","https://openalex.org/W4289520498","https://openalex.org/W4322767480","https://openalex.org/W4327965302","https://openalex.org/W4360956602","https://openalex.org/W4365504037","https://openalex.org/W4366771677","https://openalex.org/W4378983216","https://openalex.org/W4381337055","https://openalex.org/W4382359270","https://openalex.org/W4385235508","https://openalex.org/W6631133915","https://openalex.org/W6640154945","https://openalex.org/W6679847558","https://openalex.org/W6749943693","https://openalex.org/W6765451912","https://openalex.org/W6767822329"],"related_works":["https://openalex.org/W2026418801","https://openalex.org/W4393981762","https://openalex.org/W2371847467","https://openalex.org/W2802642561","https://openalex.org/W2014024297","https://openalex.org/W2979622243","https://openalex.org/W2031409178","https://openalex.org/W2349196357","https://openalex.org/W2106348049","https://openalex.org/W3171384686"],"abstract_inverted_index":{"HABs":[0],"pose":[1],"serious":[2],"threats":[3],"to":[4,27,86,115],"natural":[5],"aquatic":[6,13,24],"systems,":[7],"such":[8],"as":[9],"mass":[10],"mortality":[11],"of":[12,16,80,92,136,165,177],"organisms,":[14],"degradation":[15],"water":[17,30],"quality,":[18],"and":[19,32,62,89,104,141,156],"human":[20],"poisoning":[21],"from":[22,133],"consuming":[23],"organisms":[25],"exposed":[26],"HABs.":[28],"Monitoring":[29],"quality":[31],"weather":[33],"data":[34,37,47,69,93,105],"through":[35],"buoy":[36],"loggers":[38],"is":[39,169],"very":[40],"useful":[41],"nowadays.":[42],"Through":[43],"these":[44,58],"buoys,":[45],"environmental":[46],"can":[48,130],"be":[49,131],"accessed":[50],"in":[51,65,173,180],"real":[52],"time.":[53],"Various":[54],"technical":[55],"constraints":[56],"on":[57,119],"buoys":[59],"will":[60],"directly":[61],"indirectly":[63],"result":[64],"missing":[66],"values":[67],"(limited":[68],"sets).":[70],"It":[71,129],"often":[72],"happens":[73],"that":[74,143],"one":[75],"has":[76],"a":[77,81],"good":[78],"idea":[79],"learning":[82,102,124,146,158,183],"model,":[83],"but":[84],"due":[85],"its":[87],"complexity":[88],"smaller":[90],"number":[91],"sets,":[94],"the":[95,108,134,144,175,178,181],"model":[96,125,137,147,159,179],"performs":[97],"far":[98],"below":[99],"expectations.":[100],"Transfer":[101],"approaches":[103],"synthesis":[106],"with":[107,117],"CT":[109],"GAN":[110],"algorithm":[111],"have":[112],"been":[113],"applied":[114],"deal":[116],"modelling":[118],"limited":[120],"datasets.":[121],"The":[122,163],"transfer":[123,145,161,182],"gives":[126],"better":[127,149],"results.":[128],"seen":[132],"value":[135],"evaluation":[138],"parameters":[139],"(AUC":[140],"MSE)":[142],"provides":[148],"results":[150],"than":[151],"other":[152],"models":[153],"(model-based":[154],"CTGAN":[155],"deep":[157],"without":[160],"learning).":[162],"process":[164,172],"adapting":[166],"(fine-tuning)":[167],"knowledge":[168],"an":[170],"important":[171],"improving":[174],"performance":[176],"procedure.":[184]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
