{"id":"https://openalex.org/W2025879239","doi":"https://doi.org/10.1109/iccea.2010.217","title":"A Comparison between Neural Network Based and Fuzzy Logic Models for Chlorophll-a Estimation","display_name":"A Comparison between Neural Network Based and Fuzzy Logic Models for Chlorophll-a Estimation","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2025879239","doi":"https://doi.org/10.1109/iccea.2010.217","mag":"2025879239"},"language":"en","primary_location":{"id":"doi:10.1109/iccea.2010.217","doi":"https://doi.org/10.1109/iccea.2010.217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccea.2010.217","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Second International Conference on Computer Engineering and Applications","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5040394322","display_name":"Sorayya Malek","orcid":"https://orcid.org/0000-0001-6450-6404","observed_orcids":["https://orcid.org/0000-0001-6450-6404"]},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Sorayya Malek","raw_affiliation_strings":["Faculty of Science, University of Malaya, Kuala Lumpur, Malaysia","Inst. of Biol. Sci., Univ. of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Inst. of Biol. Sci., Univ. of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109947487","display_name":"Aishah Salleh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Aishah Salleh","raw_affiliation_strings":["Faculty of Science, University of Malaya, Kuala Lumpur, Malaysia","Inst. of Biol. Sci., Univ. of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Inst. of Biol. Sci., Univ. of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022343291","display_name":"Mohd Sapiyan Baba","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I79156528","display_name":"Universiti Tenaga Nasional","ror":"https://ror.org/03kxdn807","country_code":"MY","type":"education","lineage":["https://openalex.org/I79156528","https://openalex.org/I874769580"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Sapiyan Baba","raw_affiliation_strings":["Coll. of IT, Univ. Tenaga Nasional, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coll. of IT, Univ. Tenaga Nasional, Selangor, Malaysia","institution_ids":["https://openalex.org/I79156528"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1399,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.84756584,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"340","last_page":"343"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10236","display_name":"Aquatic Ecosystems and Phytoplankton Dynamics","score":0.5273000001907349,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"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/T10236","display_name":"Aquatic Ecosystems and Phytoplankton Dynamics","score":0.5273000001907349,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.4291999936103821,"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.016499999910593033,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Waste Management and Disposal"},"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/chlorophyll-a-estimation","display_name":"chlorophyll-a estimation","score":0.9850000143051147},{"id":"https://openalex.org/keywords/algal-biomass","display_name":"algal biomass","score":0.8799999952316284},{"id":"https://openalex.org/keywords/fuzzy-modeling","display_name":"fuzzy modeling","score":0.718999981880188},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9459999799728394},{"id":"https://openalex.org/keywords/feedforward-neural-networks","display_name":"feedforward neural networks","score":0.8029999732971191},{"id":"https://openalex.org/keywords/water-quality-parameters","display_name":"water quality parameters","score":0.6320000290870667},{"id":"https://openalex.org/keywords/water-temperature","display_name":"water temperature","score":0.5699999928474426},{"id":"https://openalex.org/keywords/ph","display_name":"pH","score":0.5789999961853027},{"id":"https://openalex.org/keywords/secchi-depth","display_name":"Secchi depth","score":0.9100000262260437},{"id":"https://openalex.org/keywords/dissolved-oxygen","display_name":"dissolved oxygen","score":0.9959999918937683},{"id":"https://openalex.org/keywords/ammonia-nitrogen","display_name":"ammonia nitrogen","score":0.9629999995231628},{"id":"https://openalex.org/keywords/nitrate-nitrogen","display_name":"nitrate nitrogen","score":0.9980000257492065}],"concepts":[{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.7769948244094849},{"id":"https://openalex.org/C2778082681","wikidata":"https://www.wikidata.org/wiki/Q4747291","display_name":"Ammoniacal nitrogen","level":3,"score":0.7278932929039001},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6974990367889404},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6764318346977234},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4654124081134796},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.44216740131378174},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4048454165458679},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.34095650911331177},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3402935266494751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33616504073143005},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.329756498336792},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2972310483455658},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2625330090522766},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2496095895767212},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.20135429501533508},{"id":"https://openalex.org/C94061648","wikidata":"https://www.wikidata.org/wiki/Q336191","display_name":"Wastewater","level":2,"score":0.07366341352462769}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccea.2010.217","doi":"https://doi.org/10.1109/iccea.2010.217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccea.2010.217","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Second International Conference on Computer Engineering and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.8571000099182129}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W1529432981","https://openalex.org/W1542813816","https://openalex.org/W1570834090","https://openalex.org/W1966550911","https://openalex.org/W1971735090","https://openalex.org/W1972956867","https://openalex.org/W2023287382","https://openalex.org/W2045644621","https://openalex.org/W2050288270","https://openalex.org/W2056116149","https://openalex.org/W2079972773","https://openalex.org/W2103496339","https://openalex.org/W2113312949","https://openalex.org/W2125372574","https://openalex.org/W2127218421","https://openalex.org/W2136035344","https://openalex.org/W2137983211","https://openalex.org/W2138467337","https://openalex.org/W2150139479","https://openalex.org/W2169528812","https://openalex.org/W2766736793","https://openalex.org/W2912565176","https://openalex.org/W4211007335"],"related_works":["https://openalex.org/W2275448145","https://openalex.org/W2143040304","https://openalex.org/W4236465121","https://openalex.org/W2086145547","https://openalex.org/W1512136157","https://openalex.org/W2811127827","https://openalex.org/W2176773004","https://openalex.org/W1597501042","https://openalex.org/W293650303","https://openalex.org/W2094356300"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"the":[3,62],"application":[4],"of":[5,68],"two":[6],"novel":[7],"computational":[8],"methods":[9],"such":[10,45],"as":[11,46],"fuzzy":[12,84],"logic":[13,85],"and":[14,28,56],"supervised":[15],"artificial":[16,93],"neural":[17,94],"network":[18,95],"(ANN)":[19],"to":[20,91],"model":[21],"algal":[22],"biomass":[23],"in":[24,66],"tropical":[25],"Putrajaya":[26],"Lake":[27],"Wetlands":[29],"(Malaysia).":[30],"Limnological":[31],"time":[32],"series":[33],"data":[34],"collected":[35],"from":[36],"2001":[37],"until":[38],"2004":[39],"was":[40,65],"utilized":[41],"using":[42,83],"input":[43],"parameters":[44],"water":[47],"temperature,":[48],"pH,":[49],"secchi":[50],"depth,":[51],"dissolved":[52],"oxygen,":[53],"ammoniacal":[54],"nitrogen":[55],"nitrate":[57],"nitrogen.":[58],"Performance":[59],"measure":[60],"for":[61],"models":[63,75,81],"developed":[64,76,82],"terms":[67],"root":[69],"mean":[70],"square":[71],"error":[72],"(RMSE).":[73],"Both":[74],"gave":[77],"similar":[78],"result":[79],"with":[80],"approach":[86],"performed":[87],"slightly":[88],"better":[89],"compared":[90],"feed-forward":[92],"model.":[96]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}
