{"id":"https://openalex.org/W2889234259","doi":"https://doi.org/10.1007/s41060-018-0151-9","title":"Automated parameter tuning in one-class support vector machine: an application for damage detection","display_name":"Automated parameter tuning in one-class support vector machine: an application for damage detection","publication_year":2018,"publication_date":"2018-08-29","ids":{"openalex":"https://openalex.org/W2889234259","doi":"https://doi.org/10.1007/s41060-018-0151-9","mag":"2889234259"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-018-0151-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-018-0151-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-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/A5005831779","display_name":"Ali Anaissi","orcid":"https://orcid.org/0000-0002-8864-0314"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ali Anaissi","raw_affiliation_strings":["Faculty of Engineering and IT, The University of Sydney, Sydney, NSW, 2006, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and IT, The University of Sydney, Sydney, NSW, 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091682640","display_name":"Nguyen Lu Dang Khoa","orcid":"https://orcid.org/0000-0002-9432-414X"},"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":"Nguyen Lu Dang Khoa","raw_affiliation_strings":["Data61|CSIRO, 13 Garden Street, Eveleigh, NSW, 2015, Australia"],"affiliations":[{"raw_affiliation_string":"Data61|CSIRO, 13 Garden Street, Eveleigh, NSW, 2015, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"last","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, 13 Garden Street, Eveleigh, NSW, 2015, Australia"],"affiliations":[{"raw_affiliation_string":"Data61|CSIRO, 13 Garden Street, Eveleigh, NSW, 2015, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005831779"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.6875,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.88233827,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"6","issue":"4","first_page":"311","last_page":"325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9995999932289124,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9995999932289124,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9937999844551086,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9897000193595886,"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/support-vector-machine","display_name":"Support vector machine","score":0.6978695392608643},{"id":"https://openalex.org/keywords/hyperplane","display_name":"Hyperplane","score":0.683712363243103},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6158698797225952},{"id":"https://openalex.org/keywords/gaussian-function","display_name":"Gaussian function","score":0.5345515608787537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5164070725440979},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5022871494293213},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.4927680790424347},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4758705496788025},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4345172941684723},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3744897246360779},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.307094544172287},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2447381317615509}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6978695392608643},{"id":"https://openalex.org/C68693459","wikidata":"https://www.wikidata.org/wiki/Q657586","display_name":"Hyperplane","level":2,"score":0.683712363243103},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6158698797225952},{"id":"https://openalex.org/C7218915","wikidata":"https://www.wikidata.org/wiki/Q1054475","display_name":"Gaussian function","level":3,"score":0.5345515608787537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5164070725440979},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5022871494293213},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.4927680790424347},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4758705496788025},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4345172941684723},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3744897246360779},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.307094544172287},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2447381317615509},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41060-018-0151-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-018-0151-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W40087488","https://openalex.org/W781460224","https://openalex.org/W1533208079","https://openalex.org/W1582368210","https://openalex.org/W1970088130","https://openalex.org/W1997385464","https://openalex.org/W2001676870","https://openalex.org/W2027456229","https://openalex.org/W2039488112","https://openalex.org/W2056081083","https://openalex.org/W2099085654","https://openalex.org/W2100722180","https://openalex.org/W2104052971","https://openalex.org/W2107373450","https://openalex.org/W2115631164","https://openalex.org/W2119821739","https://openalex.org/W2123792643","https://openalex.org/W2131904035","https://openalex.org/W2132870739","https://openalex.org/W2140020990","https://openalex.org/W2144182447","https://openalex.org/W2151501619","https://openalex.org/W2153740294","https://openalex.org/W2157013060","https://openalex.org/W2162500454","https://openalex.org/W2163816481","https://openalex.org/W2296719434","https://openalex.org/W2423455227","https://openalex.org/W2487816617","https://openalex.org/W2576694568","https://openalex.org/W2583608529","https://openalex.org/W2583820976","https://openalex.org/W2605444120","https://openalex.org/W2751579737","https://openalex.org/W2765994138","https://openalex.org/W2767258879","https://openalex.org/W2768149277","https://openalex.org/W2781761393","https://openalex.org/W4206069814","https://openalex.org/W4232230101","https://openalex.org/W4235292672","https://openalex.org/W4243847365","https://openalex.org/W4299831981"],"related_works":["https://openalex.org/W2161440356","https://openalex.org/W4389381704","https://openalex.org/W2383335574","https://openalex.org/W1489507320","https://openalex.org/W1889103747","https://openalex.org/W2348510359","https://openalex.org/W3121830895","https://openalex.org/W2900686919","https://openalex.org/W2047800684","https://openalex.org/W2165180486"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}