{"id":"https://openalex.org/W2895868051","doi":"https://doi.org/10.1145/3269206.3269321","title":"Long-Term RNN","display_name":"Long-Term RNN","publication_year":2018,"publication_date":"2018-10-17","ids":{"openalex":"https://openalex.org/W2895868051","doi":"https://doi.org/10.1145/3269206.3269321","mag":"2895868051"},"language":"en","primary_location":{"id":"doi:10.1145/3269206.3269321","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3269206.3269321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM International Conference on Information and Knowledge Management","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/A5034899138","display_name":"Bin Liang","orcid":"https://orcid.org/0000-0002-6605-2167"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Bin Liang","raw_affiliation_strings":["Data61 CSIRO, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Data61 CSIRO, Sydney, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100676631","display_name":"Zhidong Li","orcid":"https://orcid.org/0000-0003-3288-5547"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhidong Li","raw_affiliation_strings":["Data61 CSIRO, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Data61 CSIRO, Sydney, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100714578","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0002-6815-0879"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["Data61 CSIRO, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Data61 CSIRO, Sydney, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100400043","display_name":"Fang Chen","orcid":"https://orcid.org/0000-0003-4971-8729"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Fang Chen","raw_affiliation_strings":["Data61 CSIRO, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Data61 CSIRO, Sydney, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034899138"],"corresponding_institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"],"apc_list":null,"apc_paid":null,"fwci":0.8975,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.75545897,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1687","last_page":"1690"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9732999801635742,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9652000069618225,"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/recurrent-neural-network","display_name":"Recurrent neural network","score":0.8267568945884705},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6986881494522095},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5678874850273132},{"id":"https://openalex.org/keywords/hazard","display_name":"Hazard","score":0.5079241394996643},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.49130716919898987},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4391227066516876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4185486137866974},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3602648377418518},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.22631606459617615}],"concepts":[{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.8267568945884705},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6986881494522095},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5678874850273132},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.5079241394996643},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.49130716919898987},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4391227066516876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4185486137866974},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3602648377418518},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.22631606459617615},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3269206.3269321","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3269206.3269321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W645058498","https://openalex.org/W1517266559","https://openalex.org/W1580788756","https://openalex.org/W1978764810","https://openalex.org/W1987532879","https://openalex.org/W1996596366","https://openalex.org/W2064675550","https://openalex.org/W2358113125","https://openalex.org/W2407776548","https://openalex.org/W2509830164","https://openalex.org/W2533794600","https://openalex.org/W2549568718","https://openalex.org/W2566465915","https://openalex.org/W2605191235","https://openalex.org/W2753919178","https://openalex.org/W2963022764","https://openalex.org/W4249033934","https://openalex.org/W4376143856"],"related_works":["https://openalex.org/W4298287631","https://openalex.org/W2953061907","https://openalex.org/W3032952384","https://openalex.org/W3034302643","https://openalex.org/W1847088711","https://openalex.org/W4225394202","https://openalex.org/W3036642985","https://openalex.org/W2964335273","https://openalex.org/W1889624880","https://openalex.org/W2229372569"],"abstract_inverted_index":{"Failure":[0],"event":[1],"prediction":[2],"is":[3,69,99,115,135],"becoming":[4],"increasingly":[5],"important":[6],"in":[7,31,105,170],"wide":[8],"applications,":[9],"such":[10],"as":[11,121],"the":[12,17,26,28,39,59,73,95,118,126,149,158],"planning":[13],"of":[14,41,112,125,148],"proactive":[15,159],"maintenance,":[16],"active":[18],"investment":[19],"management,":[20],"and":[21],"disease":[22],"surveillance.":[23],"To":[24],"address":[25],"issue,":[27],"hazard":[29,61,96,119,151],"function":[30,62,97,120,124],"survival":[32,46,107],"analysis":[33],"has":[34],"been":[35],"employed":[36],"to":[37,52,58,71,81,116,137,143,157],"describe":[38],"pattern":[40],"failures.":[42],"Different":[43],"from":[44,132,166],"traditional":[45],"analysis,":[47],"this":[48],"paper":[49],"discovers":[50],"how":[51],"apply":[53,154],"recurrent":[54],"neural":[55],"network":[56],"(RNN)":[57],"long-term":[60,84,150],"prediction.":[63],"The":[64,109,128],"proposed":[65],"Long-Term":[66],"RNN":[67],"(LT-RNN)":[68],"able":[70],"leverage":[72],"precedent":[74,130],"information":[75,131],"shared":[76],"by":[77],"other":[78,133],"entities,":[79],"leading":[80],"more":[82],"reliable":[83],"predictions.":[85],"Specifically,":[86],"our":[87,113,155],"method":[88],"allows":[89],"a":[90,101,122,138,146,163,167],"black-box":[91],"treatment":[92],"for":[93,141],"modelling":[94],"which":[98],"often":[100],"pre-defined":[102],"parametric":[103],"form":[104],"typical":[106],"analysis.":[108],"key":[110],"idea":[111],"approach":[114],"model":[117,156],"nonparameteric":[123],"history.":[127],"same":[129],"entities":[134],"embedded":[136],"stitched":[139],"vector":[140],"LT-RNN":[142],"automatically":[144],"learn":[145],"representation":[147],"function.":[152],"We":[153],"maintenance":[160],"problem":[161],"using":[162],"large":[164],"dataset":[165],"water":[168],"utility":[169],"Australia.":[171]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2018-10-26T00:00:00"}
