{"id":"https://openalex.org/W2889104710","doi":"https://doi.org/10.3233/978-1-61499-900-3-883","title":"OASIS: An Active Framework for Set Inversion","display_name":"OASIS: An Active Framework for Set Inversion","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2889104710","doi":"https://doi.org/10.3233/978-1-61499-900-3-883","mag":"2889104710"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-900-3-883","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-900-3-883","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","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/A5051882105","display_name":"Binh T. Nguyen","orcid":"https://orcid.org/0000-0001-5249-9702"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Binh T.","raw_affiliation_strings":["Vietnam National University Ho Chi Minh City, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vietnam National University Ho Chi Minh City, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086171825","display_name":"Manh-Duy Nguyen","orcid":"https://orcid.org/0000-0001-6878-7039"},"institutions":[{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Duy M.","raw_affiliation_strings":["Ho Chi Minh City University of Science, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ho Chi Minh City University of Science, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I23582244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025885529","display_name":"Lam Si Tung Ho","orcid":"https://orcid.org/0000-0002-0453-8444"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ho Lam Si Tung","raw_affiliation_strings":["Dalhousie University, Halifax, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalhousie University, Halifax, Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113906281","display_name":"Vu C. Dinh","orcid":null},"institutions":[{"id":"https://openalex.org/I1326427960","display_name":"Cape Town HVTN Immunology Laboratory / Hutchinson Centre Research Institute of South Africa","ror":"https://ror.org/00wdsp051","country_code":"ZA","type":"nonprofit","lineage":["https://openalex.org/I1326427960","https://openalex.org/I4210089486"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Dinh Vu","raw_affiliation_strings":["Cape Town HVTN Immunology Laboratory / Hutchinson Centre Research Institute of South Africa, Cape Town, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cape Town HVTN Immunology Laboratory / Hutchinson Centre Research Institute of South Africa, Cape Town, South Africa","institution_ids":["https://openalex.org/I1326427960"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4596,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82935026,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"883","last_page":"895"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9283000230789185,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9118000268936157,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/inversion","display_name":"Inversion (geology)","score":0.7226132154464722},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3999308943748474},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3759838938713074},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.08798792958259583}],"concepts":[{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.7226132154464722},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3999308943748474},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3759838938713074},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.08798792958259583},{"id":"https://openalex.org/C77928131","wikidata":"https://www.wikidata.org/wiki/Q193343","display_name":"Tectonics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-900-3-883","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-900-3-883","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"mag:2889104710","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/journals/corr/corr2105.html#abs-2105-15024","pdf_url":null,"source":{"id":"https://openalex.org/S4306420615","display_name":"New Trends in Software Methodologies, Tools and Techniques","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"New Trends in Software Methodologies, Tools and Techniques","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2324615561","https://openalex.org/W2086120259","https://openalex.org/W2390279801","https://openalex.org/W2245170124","https://openalex.org/W2076393078","https://openalex.org/W4391913857","https://openalex.org/W2358668433"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"we":[3,39,69],"introduce":[4],"a":[5,18,25,44],"novel":[6],"method":[7,89],"for":[8,81],"solving":[9,82],"the":[10,54,83,103,109,124],"set":[11,86],"inversion":[12],"problem":[13,84],"by":[14,113],"formulating":[15],"it":[16],"as":[17],"binary":[19],"classification":[20],"problem.":[21],"Aiming":[22],"to":[23,64,102],"develop":[24],"fast":[26],"algorithm":[27,121],"that":[28,119],"can":[29,52],"work":[30],"effectively":[31],"with":[32,59],"high-dimensional":[33],"and":[34,48,95,117],"computationally":[35],"expensive":[36],"nonlinear":[37],"models,":[38],"focus":[40],"on":[41],"active":[42,73],"learning,":[43],"family":[45],"of":[46,57,85,105,111],"new":[47],"powerful":[49],"techniques":[50],"which":[51],"achieve":[53],"same":[55],"level":[56],"accuracy":[58],"fewer":[60],"data":[61],"points":[62],"compared":[63],"traditional":[65],"learning":[66,74],"methods.":[67],"Specifically,":[68],"propose":[70],"OASIS,":[71],"an":[72],"framework":[75],"using":[76],"Support":[77],"Vector":[78],"Machine":[79],"algorithms":[80],"inversion.":[87],"Our":[88],"works":[90],"well":[91],"in":[92],"high":[93],"dimensions":[94],"its":[96],"computational":[97],"cost":[98],"is":[99],"relatively":[100],"robust":[101],"increase":[104],"dimension.":[106],"We":[107],"illustrate":[108],"performance":[110],"OASIS":[112],"several":[114],"simulation":[115],"studies":[116],"show":[118],"our":[120],"outperforms":[122],"VISIA,":[123],"state-of-the-art":[125],"method.":[126]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2018-09-07T00:00:00"}
