{"id":"https://openalex.org/W2059292632","doi":"https://doi.org/10.1145/1741906.1742083","title":"Analysis of selected algal growth (Pyrrophyta) in tropical lake using Kohonen self organizing feature map (SOM) and its prediction using rule based system","display_name":"Analysis of selected algal growth (Pyrrophyta) in tropical lake using Kohonen self organizing feature map (SOM) and its prediction using rule based system","publication_year":2010,"publication_date":"2010-02-26","ids":{"openalex":"https://openalex.org/W2059292632","doi":"https://doi.org/10.1145/1741906.1742083","mag":"2059292632"},"language":"en","primary_location":{"id":"doi:10.1145/1741906.1742083","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1741906.1742083","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference and Workshop on Emerging Trends in Technology","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/A5040394322","display_name":"Sorayya Malek","orcid":"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":true,"raw_author_name":"S. Malek","raw_affiliation_strings":["University of Malaya Kuala Lumpur, Malaysia","University Of Malaya, Kuala lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"University of Malaya Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"University Of Malaya, Kuala lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111067560","display_name":"A. Salleh","orcid":null},"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":"A. Salleh","raw_affiliation_strings":["University of Malaya Kuala Lumpur, Malaysia","University Of Malaya, Kuala lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"University of Malaya Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"University 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},"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":"Mohd. Sapiyan Baba","raw_affiliation_strings":["University of Malaya Kuala Lumpur, Malaysia","University Of Malaya, Kuala lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"University of Malaya Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"University Of Malaya, Kuala lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040394322"],"corresponding_institution_ids":["https://openalex.org/I33849332"],"apc_list":null,"apc_paid":null,"fwci":0.6695,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77537233,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"761","last_page":"764"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9751999974250793,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing 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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9751999974250793,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing 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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9297000169754028,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9050999879837036,"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/self-organizing-map","display_name":"Self-organizing map","score":0.8377674221992493},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5688965320587158},{"id":"https://openalex.org/keywords/wetland","display_name":"Wetland","score":0.5527563691139221},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4611639380455017},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40898218750953674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40491941571235657},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3427966833114624},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.2823666036128998},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.15335431694984436}],"concepts":[{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.8377674221992493},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5688965320587158},{"id":"https://openalex.org/C67715294","wikidata":"https://www.wikidata.org/wiki/Q170321","display_name":"Wetland","level":2,"score":0.5527563691139221},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4611639380455017},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40898218750953674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40491941571235657},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3427966833114624},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2823666036128998},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.15335431694984436},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1741906.1742083","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1741906.1742083","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference and Workshop on Emerging Trends in Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W94765175","https://openalex.org/W244186264","https://openalex.org/W2005872619","https://openalex.org/W2040302261","https://openalex.org/W2040782069","https://openalex.org/W2051224630","https://openalex.org/W2088709281","https://openalex.org/W2125372574","https://openalex.org/W2150075346","https://openalex.org/W2167897205","https://openalex.org/W2393596100","https://openalex.org/W3036192984","https://openalex.org/W3036846224","https://openalex.org/W4238179892","https://openalex.org/W6637308636"],"related_works":["https://openalex.org/W2034551444","https://openalex.org/W2381193838","https://openalex.org/W2383007022","https://openalex.org/W2023416609","https://openalex.org/W1995429609","https://openalex.org/W2367678540","https://openalex.org/W2376642692","https://openalex.org/W1992980705","https://openalex.org/W2388744186","https://openalex.org/W2355754934"],"abstract_inverted_index":{"In":[0],"this":[1,81],"paper":[2],"we":[3],"describe":[4],"the":[5,21,47,51],"feasibility":[6],"of":[7,23,32,80,103],"applying":[8],"Kohonen":[9],"self":[10],"organizing":[11],"feature":[12],"maps":[13],"(SOM)":[14],"and":[15,36,55,73,95],"rule":[16,40],"based":[17,41,45,63],"system":[18,82],"to":[19,53],"determine":[20],"growth":[22],"selected":[24,62,69],"algal":[25],"division,":[26],"Pyrrophyta":[27,57],"using":[28],"limnological":[29],"time-series":[30],"data":[31,90],"tropical":[33,88],"Putrajaya":[34,93],"Lake":[35,94],"Wetlands":[37,96],"(Malaysia).":[38],"A":[39],"model":[42,54],"was":[43,83],"developed":[44],"on":[46,64,85],"rules":[48],"extracted":[49],"from":[50],"SOM":[52],"predict":[56],"growth.":[58],"Input":[59,67],"parameters":[60,68],"are":[61,70],"correlation":[65],"analysis.":[66],"temperature,":[71],"pH":[72],"Biochemical":[74],"Oxygen":[75],"Demand":[76],"(BOD).":[77],"The":[78],"effectiveness":[79],"tested":[84],"an":[86,99],"actual":[87],"lake":[89],"that":[91],"is":[92],"which":[97],"yields":[98],"acceptable":[100],"high":[101],"level":[102],"accuracy.":[104]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
