{"id":"https://openalex.org/W2139674086","doi":"https://doi.org/10.1109/fuzzy.2006.1681864","title":"Intelligent Data Analysis for Performance Evaluation and Fault Diagnosis in Complex Systems","display_name":"Intelligent Data Analysis for Performance Evaluation and Fault Diagnosis in Complex Systems","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W2139674086","doi":"https://doi.org/10.1109/fuzzy.2006.1681864","mag":"2139674086"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2006.1681864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2006.1681864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Fuzzy 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/A5079238014","display_name":"Gancho Vachkov","orcid":null},"institutions":[{"id":"https://openalex.org/I201933988","display_name":"Kagawa University","ror":"https://ror.org/04j7mzp05","country_code":"JP","type":"education","lineage":["https://openalex.org/I201933988"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"G. Vachkov","raw_affiliation_strings":["Department of Reliability-based Information Systems Engineering, Kagawa University, Takamatsu, Kagawa, Japan","Kagawa Univ., Kagawa"],"affiliations":[{"raw_affiliation_string":"Department of Reliability-based Information Systems Engineering, Kagawa University, Takamatsu, Kagawa, Japan","institution_ids":["https://openalex.org/I201933988"]},{"raw_affiliation_string":"Kagawa Univ., Kagawa","institution_ids":["https://openalex.org/I201933988"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5079238014"],"corresponding_institution_ids":["https://openalex.org/I201933988"],"apc_list":null,"apc_paid":null,"fwci":2.729,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.90940683,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1213","last_page":"1220"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9958999752998352,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9958999752998352,"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/T10320","display_name":"Neural Networks and Applications","score":0.9943000078201294,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9836000204086304,"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":0.7877743244171143},{"id":"https://openalex.org/keywords/excavator","display_name":"Excavator","score":0.75323486328125},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.568335771560669},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.550662100315094},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5163227915763855},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5150399208068848},{"id":"https://openalex.org/keywords/fuzzy-inference","display_name":"Fuzzy inference","score":0.47964102029800415},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4497706890106201},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44908422231674194},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3260582685470581},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32353246212005615},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.2839704155921936},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.2619189918041229},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12985634803771973}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7877743244171143},{"id":"https://openalex.org/C141392084","wikidata":"https://www.wikidata.org/wiki/Q182661","display_name":"Excavator","level":2,"score":0.75323486328125},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.568335771560669},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.550662100315094},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5163227915763855},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5150399208068848},{"id":"https://openalex.org/C2986395286","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference","level":5,"score":0.47964102029800415},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4497706890106201},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44908422231674194},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3260582685470581},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32353246212005615},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2839704155921936},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.2619189918041229},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12985634803771973},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2006.1681864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2006.1681864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1490338671","https://openalex.org/W1554663460","https://openalex.org/W1592847587","https://openalex.org/W1679913846","https://openalex.org/W1995603189","https://openalex.org/W2025357764","https://openalex.org/W2099310216","https://openalex.org/W2109808161","https://openalex.org/W2122029483","https://openalex.org/W2122672490","https://openalex.org/W2136687774","https://openalex.org/W2140526691","https://openalex.org/W2166322089","https://openalex.org/W2168701898","https://openalex.org/W4245176872"],"related_works":["https://openalex.org/W3003601017","https://openalex.org/W2038528908","https://openalex.org/W2997898942","https://openalex.org/W152664340","https://openalex.org/W1984317628","https://openalex.org/W2543429362","https://openalex.org/W4206831598","https://openalex.org/W1969868514","https://openalex.org/W3108880533","https://openalex.org/W2936654249"],"abstract_inverted_index":{"The":[0,46,147],"paper":[1],"proposes":[2],"an":[3,119],"efficient":[4],"computational":[5,150],"strategy":[6,151],"for":[7,97,124],"remote":[8],"performance":[9,103],"analysis":[10,123],"and":[11,16,43,102,129,142,166],"diagnosis":[12,137],"of":[13,60,67,77,80,126,131],"construction":[14],"machines":[15],"other":[17],"complex":[18],"systems.":[19],"A":[20,134],"special":[21,107],"information":[22,31,78,99],"compression":[23],"(IC)":[24],"method":[25,48,113,138],"is":[26,114,139,152],"used":[27],"to":[28,36,55,93],"send":[29],"the":[30,37,50,63,68,81,94,145],"obtained":[32],"from":[33,158],"various":[34],"sensors":[35],"maintenance":[38,95],"center":[39,96],"in":[40,62,89,144],"a":[41,57,75,90,106,159],"compact":[42],"economical":[44],"way.":[45],"IC":[47],"uses":[49],"neural-gas":[51],"unsupervised":[52],"learning":[53],"algorithm":[54],"locate":[56],"predefined":[58],"number":[59],"neurons":[61,72],"densest":[64],"data":[65,157],"areas":[66],"parameter":[69],"space.":[70],"These":[71],"serve":[73],"as":[74,116,118],"kind":[76],"granules":[79],"current":[82],"machine":[83],"operation":[84],"that":[85],"are":[86],"later":[87],"sent":[88],"wireless":[91],"way":[92],"further":[98],"recovery":[100],"(IR)":[101],"analysis.":[104],"Here":[105],"weighted":[108],"moving":[109],"window":[110],"average":[111],"(MWA)":[112],"used,":[115],"well":[117],"original":[120],"fuzzy":[121],"inference-based":[122],"comparison":[125],"different":[127],"operations":[128],"discovery":[130],"possible":[132],"deteriorations.":[133],"knowledge-based":[135],"fault":[136],"also":[140],"proposed":[141],"analyzed":[143],"paper.":[146],"whole":[148],"IC/IR":[149],"illustrated":[153],"on":[154],"real":[155],"experimental":[156],"hydraulic":[160],"excavator":[161],"which":[162],"demonstrate":[163],"its":[164],"merits":[165],"applicability.":[167]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}