{"id":"https://openalex.org/W968160279","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000517","title":"Online Sequential Extreme Learning Machine for Vibration-Based Damage Assessment Using Transmissibility Data","display_name":"Online Sequential Extreme Learning Machine for Vibration-Based Damage Assessment Using Transmissibility Data","publication_year":2015,"publication_date":"2015-07-21","ids":{"openalex":"https://openalex.org/W968160279","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000517","mag":"968160279"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)cp.1943-5487.0000517","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000517","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repositorio.uchile.cl/handle/2250/140572","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004221363","display_name":"Viviana Meruane","orcid":"https://orcid.org/0000-0002-6692-2687"},"institutions":[{"id":"https://openalex.org/I10457146","display_name":"Universidad de Santiago de Chile","ror":"https://ror.org/02ma57s91","country_code":"CL","type":"education","lineage":["https://openalex.org/I10457146"]},{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"V. Meruane","raw_affiliation_strings":["Assistant Professor, Dept. of Mechanical Engineering, Universidad de Chile, Beauchef 851, Santiago 8370456, Chile"],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Dept. of Mechanical Engineering, Universidad de Chile, Beauchef 851, Santiago 8370456, Chile","institution_ids":["https://openalex.org/I69737025","https://openalex.org/I10457146"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5004221363"],"corresponding_institution_ids":["https://openalex.org/I10457146","https://openalex.org/I69737025"],"apc_list":null,"apc_paid":null,"fwci":2.2257,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.89892364,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"30","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9991999864578247,"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/T12676","display_name":"Machine Learning and ELM","score":0.9991999864578247,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9948999881744385,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.8206256031990051},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.7521499991416931},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.7452634572982788},{"id":"https://openalex.org/keywords/transmissibility","display_name":"Transmissibility (structural dynamics)","score":0.734233021736145},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6250877380371094},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.61522376537323},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6033547520637512},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5590742230415344},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5354355573654175},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45342302322387695},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4462432563304901},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.4277309775352478},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3741297125816345},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1094103455543518}],"concepts":[{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.8206256031990051},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.7521499991416931},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.7452634572982788},{"id":"https://openalex.org/C16683452","wikidata":"https://www.wikidata.org/wiki/Q7834601","display_name":"Transmissibility (structural dynamics)","level":4,"score":0.734233021736145},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6250877380371094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.61522376537323},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6033547520637512},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5590742230415344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5354355573654175},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45342302322387695},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4462432563304901},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.4277309775352478},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3741297125816345},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1094103455543518},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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},{"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/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C45799244","wikidata":"https://www.wikidata.org/wiki/Q109968206","display_name":"Vibration isolation","level":3,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1061/(asce)cp.1943-5487.0000517","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000517","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"},{"id":"pmh:oai:repositorio.uchile.cl:2250/140572","is_oa":true,"landing_page_url":"https://repositorio.uchile.cl/handle/2250/140572","pdf_url":null,"source":{"id":"https://openalex.org/S4306481413","display_name":"Universidad de Chile","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"Art\u00edculo de revista"}],"best_oa_location":{"id":"pmh:oai:repositorio.uchile.cl:2250/140572","is_oa":true,"landing_page_url":"https://repositorio.uchile.cl/handle/2250/140572","pdf_url":null,"source":{"id":"https://openalex.org/S4306481413","display_name":"Universidad de Chile","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"Art\u00edculo de revista"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8299999833106995}],"awards":[{"id":"https://openalex.org/G1764771976","display_name":null,"funder_award_id":"11110046","funder_id":"https://openalex.org/F4320338073","funder_display_name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320338073","display_name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico","ror":"https://ror.org/02ap3w078"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1485145852","https://openalex.org/W1536929369","https://openalex.org/W1594730842","https://openalex.org/W1965259774","https://openalex.org/W1979968252","https://openalex.org/W1982237802","https://openalex.org/W1983915688","https://openalex.org/W1986281201","https://openalex.org/W1987287144","https://openalex.org/W1992335156","https://openalex.org/W1993717606","https://openalex.org/W1998237903","https://openalex.org/W2000874685","https://openalex.org/W2002021444","https://openalex.org/W2002111044","https://openalex.org/W2012501316","https://openalex.org/W2013272327","https://openalex.org/W2023872052","https://openalex.org/W2025147604","https://openalex.org/W2028691222","https://openalex.org/W2044680640","https://openalex.org/W2046424035","https://openalex.org/W2058121935","https://openalex.org/W2063178646","https://openalex.org/W2064155434","https://openalex.org/W2070931798","https://openalex.org/W2072494892","https://openalex.org/W2085337961","https://openalex.org/W2112911653","https://openalex.org/W2114865067","https://openalex.org/W2129624475","https://openalex.org/W2132076012","https://openalex.org/W2134603844","https://openalex.org/W2137820635","https://openalex.org/W2148337440","https://openalex.org/W2153435409","https://openalex.org/W2158054309","https://openalex.org/W2165150026"],"related_works":["https://openalex.org/W1657880117","https://openalex.org/W2106557213","https://openalex.org/W2595172197","https://openalex.org/W4226073706","https://openalex.org/W2084856301","https://openalex.org/W2067443264","https://openalex.org/W1001352512","https://openalex.org/W4382618745","https://openalex.org/W2885125400","https://openalex.org/W1989889224"],"abstract_inverted_index":{"Traditional":[0],"vibration-based":[1],"damage":[2,104,130],"assessment":[3],"approaches":[4],"include":[5],"the":[6,13,21,49,79,88,118,134,137,143],"use":[7,43],"of":[8,17,24,90,136,150],"feed-forward":[9],"neural":[10],"networks.":[11],"However,":[12],"slow":[14],"learning":[15,46,53,64],"speed":[16],"these":[18],"networks":[19],"and":[20,78,101,125],"large":[22],"number":[23,89],"parameters":[25],"that":[26,82],"need":[27],"to":[28,42,68,84,98,116],"be":[29,69,85],"tuned":[30,86],"have":[31],"been":[32],"a":[33,126,151],"major":[34],"bottleneck":[35],"in":[36],"their":[37],"application.":[38],"This":[39,57],"paper":[40],"proposes":[41],"an":[44,120],"emergent":[45],"algorithm":[47,58,139],"called":[48],"online":[50],"sequential":[51],"extreme":[52],"machine":[54],"(OS-ELM)":[55],"algorithm.":[56],"provides":[59],"good":[60],"generalization":[61],"at":[62],"fast":[63],"speeds,":[65],"allows":[66],"data":[67,106],"learned":[70],"one":[71,73],"by":[72,76],"or":[74],"block":[75],"block,":[77],"only":[80],"parameter":[81],"needs":[83],"is":[87,96],"hidden":[91],"nodes.":[92],"A":[93],"single-hidden-layer":[94],"network":[95],"trained":[97],"detect,":[99],"locate,":[100],"quantify":[102],"structural":[103],"using":[105],"derived":[107],"from":[108],"transmissibility":[109],"measurements.":[110],"Two":[111],"experimental":[112],"cases":[113],"are":[114,146],"presented":[115],"illustrate":[117],"approach:":[119],"eight-degree-of-freedom":[121],"(DOF)":[122],"mass-spring":[123],"system":[124],"beam":[127],"under":[128],"multiple":[129],"scenarios.":[131],"To":[132],"demonstrate":[133],"potential":[135],"proposed":[138],"over":[140],"existing":[141],"ones,":[142],"obtained":[144],"results":[145],"compared":[147],"with":[148],"those":[149],"model":[152],"updating":[153],"approach":[154],"based":[155],"on":[156],"parallel":[157],"genetic":[158],"algorithms.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2016-06-24T00:00:00"}
