{"id":"https://openalex.org/W2921832018","doi":"https://doi.org/10.1109/tii.2019.2904845","title":"Application of Fuzzy Decision Tree for Signal Classification","display_name":"Application of Fuzzy Decision Tree for Signal Classification","publication_year":2019,"publication_date":"2019-03-13","ids":{"openalex":"https://openalex.org/W2921832018","doi":"https://doi.org/10.1109/tii.2019.2904845","mag":"2921832018"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2019.2904845","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2904845","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-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/A5085110334","display_name":"Jan Rab\u010dan","orcid":"https://orcid.org/0000-0003-2835-9114"},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Jan Rabcan","raw_affiliation_strings":["Department of Informatics, University of \u017dilina, \u017dilina, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of \u017dilina, \u017dilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017787598","display_name":"Vitaly Levashenko","orcid":"https://orcid.org/0000-0003-1932-3603"},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Vitaly Levashenko","raw_affiliation_strings":["Department of Informatics, University of \u017dilina, \u017dilina, Slovakia"],"raw_orcid":"https://orcid.org/0000-0003-1932-3603","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of \u017dilina, \u017dilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062264024","display_name":"Elena Zaitseva","orcid":"https://orcid.org/0000-0002-9087-0311"},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Elena Zaitseva","raw_affiliation_strings":["Department of Informatics, University of \u017dilina, \u017dilina, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-9087-0311","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of \u017dilina, \u017dilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090286350","display_name":"Miroslav Kva\u0161\u0161ay","orcid":"https://orcid.org/0000-0002-6450-5417"},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Miroslav Kvassay","raw_affiliation_strings":["Department of Informatics, University of \u017dilina, \u017dilina, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of \u017dilina, \u017dilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040801288","display_name":"\u0421. \u0410. \u0421\u0443\u0431\u0431\u043e\u0442\u0438\u043d","orcid":"https://orcid.org/0000-0001-5814-8268"},"institutions":[{"id":"https://openalex.org/I168036236","display_name":"National University Zaporizhzhia Polytechnic","ror":"https://ror.org/03aph1990","country_code":"UA","type":"education","lineage":["https://openalex.org/I168036236"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Sergey Subbotin","raw_affiliation_strings":["Department of Program Tools, Zaporizhzhya National Technical University, Zaporizhzhya, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Program Tools, Zaporizhzhya National Technical University, Zaporizhzhya, Ukraine","institution_ids":["https://openalex.org/I168036236"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.4737,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.96596634,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"15","issue":"10","first_page":"5425","last_page":"5434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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":0.9857000112533569,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9758999943733215,"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/decision-tree","display_name":"Decision tree","score":0.6307820081710815},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.584831178188324},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5653502941131592},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5629192590713501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5450116395950317},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.5313523411750793},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.5244089365005493},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5130866765975952},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4981048107147217},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.47594738006591797},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46820834279060364},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4501035213470459},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.4256364703178406},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3699730634689331},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3492277264595032}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6307820081710815},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.584831178188324},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5653502941131592},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5629192590713501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5450116395950317},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.5313523411750793},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.5244089365005493},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5130866765975952},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4981048107147217},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.47594738006591797},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46820834279060364},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4501035213470459},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.4256364703178406},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3699730634689331},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3492277264595032},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2019.2904845","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2904845","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5799999833106995,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G4285041102","display_name":null,"funder_award_id":"VEGA 1/0354/17","funder_id":"https://openalex.org/F4320321779","funder_display_name":"Ministerstvo \u0161kolstva, vedy, v\u00fdskumu a \u0161portu Slovenskej republiky"}],"funders":[{"id":"https://openalex.org/F4320321779","display_name":"Ministerstvo \u0161kolstva, vedy, v\u00fdskumu a \u0161portu Slovenskej republiky","ror":"https://ror.org/044gwpv05"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W63203889","https://openalex.org/W262970172","https://openalex.org/W1486616730","https://openalex.org/W1677275740","https://openalex.org/W1946463380","https://openalex.org/W1969164309","https://openalex.org/W1996394040","https://openalex.org/W2002878629","https://openalex.org/W2015005801","https://openalex.org/W2018912042","https://openalex.org/W2023459309","https://openalex.org/W2028235596","https://openalex.org/W2045400477","https://openalex.org/W2047172480","https://openalex.org/W2062259054","https://openalex.org/W2095830308","https://openalex.org/W2097895797","https://openalex.org/W2127894726","https://openalex.org/W2142835304","https://openalex.org/W2165724597","https://openalex.org/W2182929735","https://openalex.org/W2279924571","https://openalex.org/W2461031017","https://openalex.org/W2507660505","https://openalex.org/W2526080035","https://openalex.org/W2526536218","https://openalex.org/W2553608305","https://openalex.org/W2559256361","https://openalex.org/W2621347402","https://openalex.org/W2731978930","https://openalex.org/W2734666712","https://openalex.org/W2756425885","https://openalex.org/W2771982823","https://openalex.org/W2783930892","https://openalex.org/W2793295350","https://openalex.org/W2801570955","https://openalex.org/W2806431766","https://openalex.org/W2810093373","https://openalex.org/W2884458012","https://openalex.org/W2911477025","https://openalex.org/W4213219263","https://openalex.org/W4285719527","https://openalex.org/W6602566466","https://openalex.org/W6686145493","https://openalex.org/W6746352481","https://openalex.org/W6808983652"],"related_works":["https://openalex.org/W2591672004","https://openalex.org/W1982169401","https://openalex.org/W2356463514","https://openalex.org/W4319437832","https://openalex.org/W2592385415","https://openalex.org/W2623725391","https://openalex.org/W2385238472","https://openalex.org/W2795722355","https://openalex.org/W4308217189","https://openalex.org/W2965693718"],"abstract_inverted_index":{"A":[0,86],"typical":[1],"algorithm":[2,75,109],"for":[3,35,83,103,136],"signal":[4,10,30,84],"classification":[5,14,135,151],"consists":[6],"of":[7,18,27,40,46,52,67,78,89,107,116,118,121,133],"two":[8],"steps:":[9],"preliminary":[11,19,95],"transformation":[12,20,42,96],"and":[13,31,97],"itself.":[15],"The":[16,38,105,127],"procedures":[17],"are":[21],"used":[22,54,102,153],"to":[23,154],"extract":[24],"specific":[25],"features":[26],"the":[28,65,94,114,131,134,137,144],"initial":[29,47],"reduce":[32],"its":[33],"dimension":[34],"effective":[36],"classification.":[37,56,85,104],"result":[39,146],"this":[41,71,108,156],"is":[43,81,91,101,110,140,143],"information":[44],"loss":[45],"signal,":[48],"which":[49],"implies":[50],"uncertainty":[51,58],"data":[53],"in":[55,147],"This":[57,142],"can":[59],"be":[60],"taken":[61],"into":[62,93],"account":[63],"by":[64],"application":[66,77],"fuzzy":[68,79,98],"classifiers.":[69],"In":[70],"paper,":[72],"a":[73],"new":[74,87],"with":[76,149],"classifier":[80],"proposed":[82],"procedure":[88],"fuzzification":[90],"added":[92],"decision":[99],"tree":[100],"efficiency":[106],"examined":[111],"based":[112],"on":[113],"problem":[115],"detection":[117],"defective":[119],"blades":[120],"an":[122],"aircraft":[123],"engine":[124],"gas":[125],"turbine.":[126],"experiments":[128],"showed":[129],"that":[130],"accuracy":[132],"considered":[138],"example":[139],"0.989.":[141],"best":[145],"comparison":[148],"other":[150],"methods":[152],"solve":[155],"problem.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
