{"id":"https://openalex.org/W1995427700","doi":"https://doi.org/10.1109/icacte.2010.5579703","title":"Recognition and elimination of missing values and outliers from an anaerobic wastewater treatment system using K-Means cluster","display_name":"Recognition and elimination of missing values and outliers from an anaerobic wastewater treatment system using K-Means cluster","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W1995427700","doi":"https://doi.org/10.1109/icacte.2010.5579703","mag":"1995427700"},"language":"en","primary_location":{"id":"doi:10.1109/icacte.2010.5579703","doi":"https://doi.org/10.1109/icacte.2010.5579703","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacte.2010.5579703","pdf_url":null,"source":{"id":"https://openalex.org/S4306419095","display_name":"International Conference on Advanced Computer Theory and Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 3rd International Conference on Advanced Computer Theory and Engineering(ICACTE)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5076029944","display_name":"R. Vijayabhanu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I161045824","display_name":"Avinashilingam University","ror":"https://ror.org/05dxzqa20","country_code":"IN","type":"education","lineage":["https://openalex.org/I161045824"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. Vijayabhanu","raw_affiliation_strings":["Department of Computer Science, Avinashilingam University for Women, Coimbatore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Avinashilingam University for Women, Coimbatore, Tamil Nadu, India","institution_ids":["https://openalex.org/I161045824"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063213579","display_name":"V. Radha","orcid":"https://orcid.org/0000-0002-7590-9839","observed_orcids":["https://orcid.org/0000-0002-7590-9839"]},"institutions":[{"id":"https://openalex.org/I161045824","display_name":"Avinashilingam University","ror":"https://ror.org/05dxzqa20","country_code":"IN","type":"education","lineage":["https://openalex.org/I161045824"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Radha","raw_affiliation_strings":["Department of Computer Science, Avinashilingam University for Women, Coimbatore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Avinashilingam University for Women, Coimbatore, Tamil Nadu, India","institution_ids":["https://openalex.org/I161045824"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I161045824"],"apc_list":null,"apc_paid":null,"fwci":0.569,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.59534763,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"42","issue":null,"first_page":"V4","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.6518999934196472,"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"}},"topics":[{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.6518999934196472,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.16040000319480896,"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"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.06939999759197235,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/missing-data-imputation","display_name":"missing data imputation","score":0.7509999871253967},{"id":"https://openalex.org/keywords/outlier-detection","display_name":"outlier detection","score":0.9139999747276306},{"id":"https://openalex.org/keywords/anaerobic-wastewater-treatment","display_name":"anaerobic wastewater treatment","score":0.8799999952316284},{"id":"https://openalex.org/keywords/anaerobic-filter","display_name":"anaerobic filter","score":0.9679999947547913},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"K-means clustering","score":0.9869999885559082},{"id":"https://openalex.org/keywords/fuzzy-c-means-clustering","display_name":"fuzzy c-means clustering","score":0.9610000252723694},{"id":"https://openalex.org/keywords/data-quality","display_name":"data quality","score":0.5139999985694885},{"id":"https://openalex.org/keywords/exploratory-data-analysis","display_name":"exploratory data analysis","score":0.7760000228881836},{"id":"https://openalex.org/keywords/process-identification","display_name":"process identification","score":0.5619999766349792}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.8760841488838196},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.7827001214027405},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7042999863624573},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.642753541469574},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6105400919914246},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.43734872341156006},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.43568721413612366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3732237219810486},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19421520829200745},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacte.2010.5579703","doi":"https://doi.org/10.1109/icacte.2010.5579703","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacte.2010.5579703","pdf_url":null,"source":{"id":"https://openalex.org/S4306419095","display_name":"International Conference on Advanced Computer Theory and Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 3rd International Conference on Advanced Computer Theory and Engineering(ICACTE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.965499997138977}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1587387353","https://openalex.org/W1978768665","https://openalex.org/W1995619790","https://openalex.org/W1998017863","https://openalex.org/W2067336855","https://openalex.org/W2082037728","https://openalex.org/W2166849654","https://openalex.org/W2520896158","https://openalex.org/W4243367259"],"related_works":["https://openalex.org/W4200311012","https://openalex.org/W2166849654","https://openalex.org/W4379230084","https://openalex.org/W2889530107","https://openalex.org/W2062413919","https://openalex.org/W2369530735","https://openalex.org/W4294176666","https://openalex.org/W4229557679","https://openalex.org/W73985348","https://openalex.org/W7010542079"],"abstract_inverted_index":{"A":[0,111],"methodology":[1],"for":[2,152],"the":[3,25,28,33,40,56,66,74,91,94,106,127,137,143],"exploratory":[4],"analysis":[5],"of":[6,27,35,46,55,60,97,113],"a":[7,12,98,122],"large":[8],"data":[9,22,29,41,67,81,138],"set":[10],"from":[11,77],"wastewater":[13,99],"treatment":[14,100],"system":[15,101],"has":[16],"been":[17],"obtained.":[18],"With":[19],"properly":[20],"designed":[21],"collection":[23],"systems,":[24],"quality":[26],"is":[30,63],"pretentious":[31],"with":[32,115],"presence":[34],"discontinuity":[36,144],"or":[37],"gaps":[38],"in":[39,51,125],"record":[42],"and":[43,53,71,84,104,109,130,141,145],"outliers,":[44],"both":[45],"which":[47],"create":[48],"severe":[49],"handicaps":[50],"modelling":[52],"identification":[54],"process.":[57],"The":[58,132],"aim":[59],"this":[61],"work":[62],"to":[64,102,135,149],"analyse":[65],"considering":[68],"missing":[69,107,128],"values":[70,108,129],"outliers":[72,146],"(screen":[73],"data)":[75],"taken":[76,134],"an":[78],"anaerobic":[79],"filter":[80],"using":[82],"K-Means":[83],"Fuzzy":[85,116],"C":[86],"-":[87],"Means":[88],"clustering.":[89],"Both":[90],"techniques":[92],"examined":[93],"multidimensional":[95],"datasets":[96],"recognize":[103],"remove":[105],"outliers.":[110,131],"comparison":[112],"K-means":[114,120],"C-means":[117],"showed":[118],"that":[119],"had":[121],"good":[123],"performance":[124],"removing":[126],"time":[133],"screen":[136],"by":[139],"recognizing":[140],"eliminating":[142],"was":[147],"found":[148],"be":[150],"less":[151],"K-means.":[153]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}