{"id":"https://openalex.org/W3091034257","doi":"https://doi.org/10.1109/acit49673.2020.9208957","title":"Comparative Effectiveness of Some Approaches to Extracting Most Informative Factors Influencing Algae Bioproductivity","display_name":"Comparative Effectiveness of Some Approaches to Extracting Most Informative Factors Influencing Algae Bioproductivity","publication_year":2020,"publication_date":"2020-09-01","ids":{"openalex":"https://openalex.org/W3091034257","doi":"https://doi.org/10.1109/acit49673.2020.9208957","mag":"3091034257"},"language":"en","primary_location":{"id":"doi:10.1109/acit49673.2020.9208957","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit49673.2020.9208957","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 10th International Conference on Advanced Computer Information Technologies (ACIT)","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/A5039097406","display_name":"Halyna Pidnebesna","orcid":"https://orcid.org/0000-0002-5735-9861"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Halyna Pidnebesna","raw_affiliation_strings":["Department for Information Technologies of Inductive Modeling, Technologies and Systems of the NAS and MES of Ukraine Akademik Glushkov ave., 40, Kyiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department for Information Technologies of Inductive Modeling, Technologies and Systems of the NAS and MES of Ukraine Akademik Glushkov ave., 40, Kyiv, Ukraine","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034956989","display_name":"Volodymyr Stepashko","orcid":"https://orcid.org/0000-0001-7882-3208"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Volodymyr Stepashko","raw_affiliation_strings":["Department for Information Technologies of Inductive Modeling, Technologies and Systems of the NAS and MES of Ukraine Akademik Glushkov ave., 40, Kyiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department for Information Technologies of Inductive Modeling, Technologies and Systems of the NAS and MES of Ukraine Akademik Glushkov ave., 40, Kyiv, Ukraine","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2708,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64964517,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":95},"biblio":{"volume":"51","issue":null,"first_page":"53","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.9995999932289124,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9995999932289124,"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/T14178","display_name":"Environmental Science and Water Management","score":0.9592999815940857,"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/T14069","display_name":"Scientific Research Methodologies and Applications","score":0.900600016117096,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.6295159459114075},{"id":"https://openalex.org/keywords/eutrophication","display_name":"Eutrophication","score":0.5500215888023376},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4877341687679291},{"id":"https://openalex.org/keywords/algal-bloom","display_name":"Algal bloom","score":0.46017375588417053},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.45981723070144653},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.369061678647995},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3627547025680542},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35207974910736084},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3517267107963562},{"id":"https://openalex.org/keywords/phytoplankton","display_name":"Phytoplankton","score":0.3513217270374298},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.21275293827056885},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13190412521362305}],"concepts":[{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.6295159459114075},{"id":"https://openalex.org/C186699998","wikidata":"https://www.wikidata.org/wiki/Q156698","display_name":"Eutrophication","level":3,"score":0.5500215888023376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4877341687679291},{"id":"https://openalex.org/C120305227","wikidata":"https://www.wikidata.org/wiki/Q326139","display_name":"Algal bloom","level":4,"score":0.46017375588417053},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.45981723070144653},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.369061678647995},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3627547025680542},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35207974910736084},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3517267107963562},{"id":"https://openalex.org/C2780892065","wikidata":"https://www.wikidata.org/wiki/Q184755","display_name":"Phytoplankton","level":3,"score":0.3513217270374298},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.21275293827056885},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13190412521362305},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit49673.2020.9208957","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit49673.2020.9208957","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 10th International Conference on Advanced Computer Information Technologies (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2073020394","https://openalex.org/W2096033292","https://openalex.org/W2135046866","https://openalex.org/W2148426952","https://openalex.org/W2164087962","https://openalex.org/W2217635507","https://openalex.org/W2248470822","https://openalex.org/W2441929942","https://openalex.org/W2504196632","https://openalex.org/W2770839727","https://openalex.org/W2798102897","https://openalex.org/W2996657981","https://openalex.org/W3010144461"],"related_works":["https://openalex.org/W2317936852","https://openalex.org/W2384025460","https://openalex.org/W3213657403","https://openalex.org/W2774775100","https://openalex.org/W2792760515","https://openalex.org/W2355375412","https://openalex.org/W4386400707","https://openalex.org/W2009359957","https://openalex.org/W2007632031","https://openalex.org/W2161433838"],"abstract_inverted_index":{"Water":[0],"eutrophication":[1],"is":[2,89],"a":[3,29,34],"worldwide":[4],"environmental":[5],"problem.":[6],"Understanding":[7],"the":[8,11,25,41,48,85,92,99],"mechanisms":[9],"of":[10,24,27,36,43,51,94],"process":[12],"help":[13],"to":[14],"prevent":[15],"and":[16,73,84],"remediate":[17],"such":[18],"eutrophication.":[19],"The":[20],"paper":[21],"presents":[22],"researches":[23],"dependence":[26],"chlorophyll":[28],"concentration":[30],"in":[31,47,59],"phytoplankton":[32],"on":[33,40,91],"number":[35],"different":[37],"physicochemical":[38],"factors":[39,102],"basis":[42],"long-term":[44],"observation":[45],"data":[46],"Kakhovka":[49],"reservoir":[50],"Dnipro":[52],"River.":[53],"Four":[54],"modeling":[55],"methods":[56],"were":[57],"applied":[58],"this":[60],"work:":[61],"linear":[62],"regression,":[63],"two":[64],"sorting-out":[65],"GMDH":[66],"algorithms":[67],"(complete":[68],"search":[69,75],"combinatorial":[70],"algorithm":[71,78],"COMBI":[72],"directional":[74],"correlation-based":[76],"sorting":[77],"with":[79],"regressors":[80],"rating":[81],"analysis":[82],"CAR)":[83],"LASSO.":[86],"Main":[87],"stress":[88],"laid":[90],"possibility":[93],"automatic":[95],"(more":[96],"objective)":[97],"discovering":[98],"most":[100],"informative":[101],"influencing":[103],"algae":[104],"bioproductivity.":[105]},"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}