{"id":"https://openalex.org/W2060530118","doi":"https://doi.org/10.1109/is.2012.6335128","title":"A TSK-based fuzzy system for telecommunications time-series forecasting","display_name":"A TSK-based fuzzy system for telecommunications time-series forecasting","publication_year":2012,"publication_date":"2012-09-01","ids":{"openalex":"https://openalex.org/W2060530118","doi":"https://doi.org/10.1109/is.2012.6335128","mag":"2060530118"},"language":"en","primary_location":{"id":"doi:10.1109/is.2012.6335128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2012.6335128","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 6th IEEE INTERNATIONAL CONFERENCE INTELLIGENT SYSTEMS","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/A5040104724","display_name":"Paris Mastorocostas","orcid":"https://orcid.org/0000-0002-2892-8017"},"institutions":[{"id":"https://openalex.org/I149588736","display_name":"Technological Educational Institute of Central Macedonia","ror":"https://ror.org/01mw24p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I149588736"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Paris A. Mastorocostas","raw_affiliation_strings":["Dept. of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece","Department of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece#TAB#"],"affiliations":[{"raw_affiliation_string":"Dept. of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece","institution_ids":["https://openalex.org/I149588736"]},{"raw_affiliation_string":"Department of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece#TAB#","institution_ids":["https://openalex.org/I149588736"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054211132","display_name":"Constantinos S. Hilas","orcid":"https://orcid.org/0000-0001-6939-2821"},"institutions":[{"id":"https://openalex.org/I149588736","display_name":"Technological Educational Institute of Central Macedonia","ror":"https://ror.org/01mw24p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I149588736"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Constantinos S. Hilas","raw_affiliation_strings":["Dept. of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece","Department of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece#TAB#"],"affiliations":[{"raw_affiliation_string":"Dept. of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece","institution_ids":["https://openalex.org/I149588736"]},{"raw_affiliation_string":"Department of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece#TAB#","institution_ids":["https://openalex.org/I149588736"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024538887","display_name":"Stergiani C. Dova","orcid":null},"institutions":[{"id":"https://openalex.org/I149588736","display_name":"Technological Educational Institute of Central Macedonia","ror":"https://ror.org/01mw24p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I149588736"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Stergiani C. Dova","raw_affiliation_strings":["Dept. of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece","Department of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece#TAB#"],"affiliations":[{"raw_affiliation_string":"Dept. of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece","institution_ids":["https://openalex.org/I149588736"]},{"raw_affiliation_string":"Department of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece#TAB#","institution_ids":["https://openalex.org/I149588736"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061359527","display_name":"Dimitrios Varsamis","orcid":"https://orcid.org/0000-0002-5844-7556"},"institutions":[{"id":"https://openalex.org/I149588736","display_name":"Technological Educational Institute of Central Macedonia","ror":"https://ror.org/01mw24p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I149588736"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitris N. Varsamis","raw_affiliation_strings":["Dept. of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece","Department of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece#TAB#"],"affiliations":[{"raw_affiliation_string":"Dept. of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece","institution_ids":["https://openalex.org/I149588736"]},{"raw_affiliation_string":"Department of Informatics & Communications, Technological Educational Institute of Serres, Serres, Greece#TAB#","institution_ids":["https://openalex.org/I149588736"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040104724"],"corresponding_institution_ids":["https://openalex.org/I149588736"],"apc_list":null,"apc_paid":null,"fwci":0.4281,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71991165,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"146","last_page":"151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9958999752998352,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9958999752998352,"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/T10320","display_name":"Neural Networks and Applications","score":0.9918000102043152,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9718000292778015,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.5951231122016907},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5848587155342102},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5654913783073425},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5533964037895203},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5320785045623779},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5255920886993408},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5065008401870728},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.4804370105266571},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4715423882007599},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4545804560184479},{"id":"https://openalex.org/keywords/subtractive-color","display_name":"Subtractive color","score":0.44646361470222473},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.444334477186203},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.368862509727478},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33297497034072876},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2871468663215637},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26332682371139526},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13228338956832886}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5951231122016907},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5848587155342102},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5654913783073425},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5533964037895203},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5320785045623779},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5255920886993408},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5065008401870728},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.4804370105266571},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4715423882007599},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4545804560184479},{"id":"https://openalex.org/C150799807","wikidata":"https://www.wikidata.org/wiki/Q374081","display_name":"Subtractive color","level":2,"score":0.44646361470222473},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.444334477186203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.368862509727478},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33297497034072876},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2871468663215637},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26332682371139526},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13228338956832886},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/is.2012.6335128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2012.6335128","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 6th IEEE INTERNATIONAL CONFERENCE INTELLIGENT SYSTEMS","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1514721516","https://openalex.org/W1542813816","https://openalex.org/W1570834090","https://openalex.org/W2012116629","https://openalex.org/W2065096520","https://openalex.org/W2079325629","https://openalex.org/W2093851615","https://openalex.org/W2122481831","https://openalex.org/W2132782512","https://openalex.org/W2151863350","https://openalex.org/W2153807213","https://openalex.org/W2155399784","https://openalex.org/W2167036165","https://openalex.org/W2179009184","https://openalex.org/W4253708194"],"related_works":["https://openalex.org/W2064042445","https://openalex.org/W63093223","https://openalex.org/W1992507414","https://openalex.org/W3156046797","https://openalex.org/W1502270335","https://openalex.org/W2046641174","https://openalex.org/W2513438920","https://openalex.org/W1822436433","https://openalex.org/W2164525173","https://openalex.org/W2135010468"],"abstract_inverted_index":{"A":[0,70],"two-stage":[1],"model-building":[2],"process":[3],"for":[4],"generating":[5],"a":[6],"Takagi-Sugeno-Kang":[7],"fuzzy":[8,35,64],"forecasting":[9,75,89],"system":[10],"is":[11,22,77],"proposed":[12,93],"in":[13,58,84],"this":[14],"paper.":[15],"Particularly,":[16],"the":[17,27,32,38,42,51,59,88,92],"Subtractive":[18],"Clustering":[19],"(SC)":[20],"method":[21],"first":[23],"employed":[24],"to":[25,86],"partition":[26],"input":[28,52],"space":[29],"and":[30,37,66],"determine":[31],"number":[33],"of":[34,62,91],"rules":[36],"premise":[39],"parameters.":[40,69],"In":[41],"sequel,":[43],"an":[44],"Orthogonal":[45],"Least":[46],"Squares":[47],"(OLS)":[48],"estimator":[49],"determines":[50],"terms":[53],"which":[54],"should":[55],"be":[56],"included":[57],"consequent":[60],"part":[61],"each":[63],"rule":[65],"calculate":[67],"their":[68],"comparative":[71],"analysis":[72],"with":[73],"well-established":[74],"models":[76],"conducted":[78],"on":[79],"real":[80],"world":[81],"tele-communications":[82],"data,":[83],"order":[85],"investigate":[87],"capabilities":[90],"scheme.":[94]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
