{"id":"https://openalex.org/W2528700904","doi":"https://doi.org/10.1109/dsmp.2016.7583579","title":"Artificial intelligence methods for data based modeling and analysis of complex processes: Real life examples","display_name":"Artificial intelligence methods for data based modeling and analysis of complex processes: Real life examples","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2528700904","doi":"https://doi.org/10.1109/dsmp.2016.7583579","mag":"2528700904"},"language":"en","primary_location":{"id":"doi:10.1109/dsmp.2016.7583579","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsmp.2016.7583579","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE First International Conference on Data Stream Mining &amp; Processing (DSMP)","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/A5088335657","display_name":"Kristina Vassiljeva","orcid":"https://orcid.org/0000-0002-4178-1267"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":true,"raw_author_name":"Kristina Vassiljeva","raw_affiliation_strings":["Tallinn University of Technology, Tallinn, Estonia"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061791014","display_name":"Eduard Petlenkov","orcid":"https://orcid.org/0000-0003-2167-6280"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Eduard Petlenkov","raw_affiliation_strings":["Tallinn University of Technology, Tallinn, Estonia"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032032885","display_name":"Vitali Vansovit\u0161","orcid":"https://orcid.org/0000-0002-1938-9998"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Vitali Vansovits","raw_affiliation_strings":["Tallinn University of Technology, Tallinn, Estonia"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062879647","display_name":"Aleksei Tepljakov","orcid":"https://orcid.org/0000-0002-7158-8484"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Aleksei Tepljakov","raw_affiliation_strings":["Tallinn University of Technology, Tallinn, Estonia"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088335657"],"corresponding_institution_ids":["https://openalex.org/I111112146"],"apc_list":null,"apc_paid":null,"fwci":0.5356,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6971925,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"363","last_page":"368"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9929999709129333,"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"}},"topics":[{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9929999709129333,"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"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9919999837875366,"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"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9884999990463257,"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/computer-science","display_name":"Computer science","score":0.7314847707748413},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5814543962478638},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5812104940414429},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5437066555023193},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5103422999382019},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5101759433746338},{"id":"https://openalex.org/keywords/intelligent-control","display_name":"Intelligent control","score":0.5054435729980469},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4739121198654175},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.47257816791534424},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.46942999958992004},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4602263569831848},{"id":"https://openalex.org/keywords/fuzzy-electronics","display_name":"Fuzzy electronics","score":0.4448379576206207},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.4321703314781189},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4141424894332886},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4081592559814453},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3272707462310791},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15214547514915466},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09039753675460815}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7314847707748413},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5814543962478638},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5812104940414429},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5437066555023193},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5103422999382019},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5101759433746338},{"id":"https://openalex.org/C82327864","wikidata":"https://www.wikidata.org/wiki/Q835100","display_name":"Intelligent control","level":2,"score":0.5054435729980469},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4739121198654175},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.47257816791534424},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.46942999958992004},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4602263569831848},{"id":"https://openalex.org/C102805184","wikidata":"https://www.wikidata.org/wiki/Q5511117","display_name":"Fuzzy electronics","level":5,"score":0.4448379576206207},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.4321703314781189},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4141424894332886},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4081592559814453},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3272707462310791},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15214547514915466},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09039753675460815},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dsmp.2016.7583579","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsmp.2016.7583579","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE First International Conference on Data Stream Mining &amp; Processing (DSMP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W230435982","https://openalex.org/W1154442760","https://openalex.org/W1517428985","https://openalex.org/W1562402498","https://openalex.org/W1646489528","https://openalex.org/W2009481706","https://openalex.org/W2039568215","https://openalex.org/W2062931881","https://openalex.org/W2079026880","https://openalex.org/W2083073760","https://openalex.org/W2100499287","https://openalex.org/W2102039114","https://openalex.org/W2122867803","https://openalex.org/W2132524644","https://openalex.org/W2250721693","https://openalex.org/W2295939521"],"related_works":["https://openalex.org/W3158760401","https://openalex.org/W3207109968","https://openalex.org/W2583638900","https://openalex.org/W2336148757","https://openalex.org/W1905547167","https://openalex.org/W1598387342","https://openalex.org/W2035520009","https://openalex.org/W1503227111","https://openalex.org/W2258693647","https://openalex.org/W3025577509"],"abstract_inverted_index":{"In":[0,9,28],"this":[1],"paper":[2],"two":[3],"computational":[4],"intelligence":[5],"methods":[6],"are":[7],"considered.":[8],"the":[10,13,29,51],"first":[11],"one":[12],"Neural":[14],"Network":[15],"based":[16],"Controller":[17],"with":[18],"combination":[19],"of":[20,50],"Genetic":[21],"Algorithm":[22],"network":[23],"structure":[24],"optimization":[25],"is":[26,36],"presented.":[27],"second":[30],"example":[31],"fuzzy":[32],"logic":[33],"control":[34],"system":[35],"developed":[37],"and":[38],"implemented":[39],"on":[40],"industrial":[41],"heating":[42],"plant.":[43],"Obtained":[44],"knowledge":[45],"considered":[46],"as":[47],"a":[48],"part":[49],"modular":[52],"ICS":[53],"(Intelligent":[54],"Control":[55],"System)":[56],"software.":[57]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
