{"id":"https://openalex.org/W2135943238","doi":"https://doi.org/10.1109/icnsc.2015.7116109","title":"Detection of building structure damage with support vector machine","display_name":"Detection of building structure damage with support vector machine","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W2135943238","doi":"https://doi.org/10.1109/icnsc.2015.7116109","mag":"2135943238"},"language":"en","primary_location":{"id":"doi:10.1109/icnsc.2015.7116109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc.2015.7116109","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Conference on Networking, Sensing and Control","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/A5069099996","display_name":"Salvador Villegas","orcid":null},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Center for Research and Advanced Studies of the National Polytechnic Institute","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]},{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Salvador Villegas","raw_affiliation_strings":["Departamento de computaci\u00f3n CINVESTAV-IPN, Mexico City, Mexico","Departamento de Computaci\u00f3n, Cinvestav-IPN, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Departamento de computaci\u00f3n CINVESTAV-IPN, Mexico City, Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"Departamento de Computaci\u00f3n, Cinvestav-IPN, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100683740","display_name":"Xiaoou Li","orcid":"https://orcid.org/0000-0003-3087-7375"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]},{"id":"https://openalex.org/I68368234","display_name":"Center for Research and Advanced Studies of the National Polytechnic Institute","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Xiaoou Li","raw_affiliation_strings":["Departamento de computaci\u00f3n CINVESTAV-IPN, Mexico City, Mexico","Departamento de Computaci\u00f3n, Cinvestav-IPN, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Departamento de computaci\u00f3n CINVESTAV-IPN, Mexico City, Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"Departamento de Computaci\u00f3n, Cinvestav-IPN, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008201587","display_name":"Wen Yu","orcid":"https://orcid.org/0000-0002-9540-7924"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Center for Research and Advanced Studies of the National Polytechnic Institute","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Wen Yu","raw_affiliation_strings":["Departamento de Control Autom\u00e1tico, CINVESTAV-IPN, Mexico City, Mexico","Departamento de Control Autom\u00e1tico, CINVESTAV-IPN, Mexico City, Mexico#TAB#"],"affiliations":[{"raw_affiliation_string":"Departamento de Control Autom\u00e1tico, CINVESTAV-IPN, Mexico City, Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"Departamento de Control Autom\u00e1tico, CINVESTAV-IPN, Mexico City, Mexico#TAB#","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069099996"],"corresponding_institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68368234"],"apc_list":null,"apc_paid":null,"fwci":0.5077,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71350714,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"22","issue":null,"first_page":"619","last_page":"624"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9993000030517578,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9993000030517578,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9641000032424927,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.963100016117096,"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/support-vector-machine","display_name":"Support vector machine","score":0.912200927734375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7458277940750122},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.7081694006919861},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6343942284584045},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6044301390647888},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5920208692550659},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5317864418029785},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5050883889198303},{"id":"https://openalex.org/keywords/structured-support-vector-machine","display_name":"Structured support vector machine","score":0.4764321744441986},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4649938642978668},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4307440221309662},{"id":"https://openalex.org/keywords/structural-health-monitoring","display_name":"Structural health monitoring","score":0.4288628101348877},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.42085781693458557},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3365124464035034},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.18048283457756042},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15010106563568115},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06483927369117737}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.912200927734375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7458277940750122},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.7081694006919861},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6343942284584045},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6044301390647888},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5920208692550659},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5317864418029785},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5050883889198303},{"id":"https://openalex.org/C125168437","wikidata":"https://www.wikidata.org/wiki/Q7625184","display_name":"Structured support vector machine","level":3,"score":0.4764321744441986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4649938642978668},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4307440221309662},{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.4288628101348877},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.42085781693458557},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3365124464035034},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.18048283457756042},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15010106563568115},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06483927369117737},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnsc.2015.7116109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc.2015.7116109","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Conference on Networking, Sensing and Control","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W202739520","https://openalex.org/W595123297","https://openalex.org/W1512098439","https://openalex.org/W1551237558","https://openalex.org/W1582368210","https://openalex.org/W1963492935","https://openalex.org/W1967274766","https://openalex.org/W1981730122","https://openalex.org/W1986973044","https://openalex.org/W1987132308","https://openalex.org/W2003160364","https://openalex.org/W2005622485","https://openalex.org/W2007250360","https://openalex.org/W2022740130","https://openalex.org/W2027976741","https://openalex.org/W2038208377","https://openalex.org/W2039488112","https://openalex.org/W2045831595","https://openalex.org/W2047409389","https://openalex.org/W2086006763","https://openalex.org/W2090915443","https://openalex.org/W2122751177","https://openalex.org/W2126275662","https://openalex.org/W2131645924","https://openalex.org/W2153290280","https://openalex.org/W2155684529","https://openalex.org/W2170756173","https://openalex.org/W3120421331","https://openalex.org/W4299908755","https://openalex.org/W6608283453","https://openalex.org/W6641121964"],"related_works":["https://openalex.org/W1948992892","https://openalex.org/W2186666570","https://openalex.org/W2683383161","https://openalex.org/W2104936869","https://openalex.org/W2143867687","https://openalex.org/W4253128984","https://openalex.org/W2384390720","https://openalex.org/W2122277321","https://openalex.org/W2565312173","https://openalex.org/W2364362706"],"abstract_inverted_index":{"An":[0],"important":[1],"objective":[2],"of":[3,16,39,51,57,78,90,131],"health":[4,94],"monitoring":[5],"systems":[6],"(HMS)":[7],"for":[8,66,92],"tall":[9],"building":[10,18,79],"is":[11,49,63,75],"to":[12,20,108],"diagnose":[13],"the":[14,17,37,52,76,116,121,132],"state":[15],"and":[19],"detect":[21,120],"its":[22,58],"possible":[23],"damage.":[24],"To":[25],"solve":[26],"these":[27],"problems,":[28],"data":[29,68,71,102],"mining":[30],"approaches":[31],"are":[32],"becoming":[33],"meaningful":[34],"along":[35],"with":[36],"advance":[38],"Big":[40],"Data":[41],"techniques,":[42],"among":[43],"which":[44,74],"support":[45],"vector":[46],"machine":[47],"(SVM)":[48],"one":[50],"most":[53],"powerful":[54],"classifiers":[55],"because":[56],"good":[59],"accuracy.":[60],"However,":[61],"SVM":[62,91,118],"not":[64],"suitable":[65],"large":[67],"sets":[69],"or":[70],"stream":[72],"classification":[73],"case":[77],"structure":[80],"data.":[81],"In":[82],"this":[83],"paper":[84],"we":[85],"propose":[86],"an":[87],"online":[88],"version":[89],"structural":[93],"monitoring.":[95],"We":[96],"construct":[97],"a":[98,125],"lab":[99],"scale":[100],"prototype,":[101],"collected":[103],"from":[104],"it":[105],"were":[106],"used":[107],"validate":[109],"our":[110],"approach.":[111],"Experiment":[112],"results":[113],"show":[114],"that":[115],"proposed":[117],"can":[119],"damage":[122],"successfully,":[123],"without":[124],"modeling":[126],"process":[127],"as":[128],"traditionally":[129],"people":[130],"field":[133],"do.":[134]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
