{"id":"https://openalex.org/W52168109","doi":null,"title":"A Hybrid Case-Based Reasoning and Neural Network Approach to Online Intelligent Fault Diagnosis.","display_name":"A Hybrid Case-Based Reasoning and Neural Network Approach to Online Intelligent Fault Diagnosis.","publication_year":1999,"publication_date":"1999-01-01","ids":{"openalex":"https://openalex.org/W52168109","mag":"52168109"},"language":"en","primary_location":{"id":"mag:52168109","doi":null,"is_oa":false,"landing_page_url":"https://www3.ntu.edu.sg/home/sfoo/publications/1999/99iia_fmt.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306512901","display_name":"IIA/SOCO","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"IIA/SOCO","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5048583784","display_name":"G. Jha","orcid":"https://orcid.org/0000-0002-1724-3661","observed_orcids":["https://orcid.org/0000-0002-1724-3661"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G. Jha","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-1724-3661","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077249934","display_name":"Siu Cheung Hui","orcid":"https://orcid.org/0000-0001-5397-4472","observed_orcids":["https://orcid.org/0000-0001-5397-4472"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Siu Cheung Hui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5006167228","display_name":"Schubert Shou-Boon Foo","orcid":"https://orcid.org/0000-0003-3043-0450","observed_orcids":["https://orcid.org/0000-0003-3043-0450"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Schubert Foo","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-3043-0450","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.8330000042915344,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.8330000042915344,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.14259999990463257,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.007899999618530273,"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/case-based-reasoning","display_name":"case-based reasoning","score":0.8230000138282776},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9399999976158142},{"id":"https://openalex.org/keywords/online-fault-diagnosis","display_name":"real-time fault diagnosis","score":0.8379999995231628},{"id":"https://openalex.org/keywords/mechanical-fault-diagnosis","display_name":"mechanical fault diagnosis","score":0.8600000143051147},{"id":"https://openalex.org/keywords/help-desk-services","display_name":"help desk services","score":0.6899999976158142},{"id":"https://openalex.org/keywords/service-records","display_name":"service records","score":0.6930000185966492},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"knowledge extraction","score":0.7990000247955322},{"id":"https://openalex.org/keywords/manufacturing-equipment","display_name":"manufacturing equipment","score":0.3310000002384186}],"concepts":[{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.7403705716133118},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6368666887283325},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5866246223449707},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5789652466773987},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5224686861038208},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5023307800292969},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.42347875237464905},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3606621026992798},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:52168109","doi":null,"is_oa":false,"landing_page_url":"https://www3.ntu.edu.sg/home/sfoo/publications/1999/99iia_fmt.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306512901","display_name":"IIA/SOCO","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"IIA/SOCO","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W108249341","https://openalex.org/W1509235435","https://openalex.org/W1563716826","https://openalex.org/W1982886981","https://openalex.org/W1990517717","https://openalex.org/W2014457917","https://openalex.org/W2044161178","https://openalex.org/W2082695062","https://openalex.org/W2099473778","https://openalex.org/W2125055259","https://openalex.org/W2149706766","https://openalex.org/W2204785742","https://openalex.org/W2275752719","https://openalex.org/W2525960565"],"related_works":["https://openalex.org/W2035538159","https://openalex.org/W616696","https://openalex.org/W2227843151","https://openalex.org/W1994114665","https://openalex.org/W2386975328","https://openalex.org/W2017291581","https://openalex.org/W4253442466","https://openalex.org/W2360210538","https://openalex.org/W7097716678","https://openalex.org/W2389757701"],"abstract_inverted_index":{"In":[0],"traditional":[1,82],"help":[2],"desk":[3],"service":[4,17,35,54,104,109,116],"centres":[5],"of":[6,10,27,33,40,80,106],"manufacturing":[7],"companies,":[8],"diagnosis":[9],"machine":[11],"faults":[12],"relies":[13],"heavily":[14],"on":[15],"the":[16,38,57,90,97,107,114,122],"engineers\u2019":[18],"knowledge":[19,102,120],"and":[20,29,43,69,88,111],"experience.":[21],"This":[22,61],"method":[23],"poses":[24],"a":[25,31,64],"problem":[26],"training":[28],"maintaining":[30],"pool":[32],"expert":[34],"engineers.":[36],"With":[37],"advancement":[39],"Internet":[41],"technology":[42],"artificial":[44,70],"intelligence":[45],"techniques,":[46],"it":[47],"is":[48],"possible":[49],"to":[50,100,131],"deliver":[51],"online":[52],"customer":[53,108],"support":[55],"over":[56],"World":[58],"Wide":[59],"Web.":[60],"paper":[62],"describes":[63],"hybrid":[65,91],"case-based":[66],"reasoning":[67],"(CBR)":[68],"neural":[71],"network":[72],"(ANN)":[73],"approach":[74,93],"for":[75,85],"intelligent":[76],"fault":[77],"diagnosis.":[78],"Instead":[79],"using":[81,118],"CBR":[83,98],"technique":[84],"indexing,":[86],"retrieval":[87,123],"adaptation,":[89],"CBR-ANN":[92],"integrates":[94],"ANN":[95],"with":[96,128],"cycle":[99],"extract":[101],"from":[103],"records":[105,117],"database":[110],"subsequently":[112],"recall":[113],"appropriate":[115],"this":[119],"during":[121],"phase.":[124],"The":[125],"system":[126],"learns":[127],"user":[129],"feedback":[130],"improve":[132],"its":[133],"performance.":[134]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2016-06-24T00:00:00"}