{"id":"https://openalex.org/W2008693662","doi":"https://doi.org/10.1109/isspa.2012.6310457","title":"SVR active learning for product quality control","display_name":"SVR active learning for product quality control","publication_year":2012,"publication_date":"2012-07-01","ids":{"openalex":"https://openalex.org/W2008693662","doi":"https://doi.org/10.1109/isspa.2012.6310457","mag":"2008693662"},"language":"en","primary_location":{"id":"doi:10.1109/isspa.2012.6310457","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspa.2012.6310457","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)","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/A5025052553","display_name":"Fouzi Douak","orcid":"https://orcid.org/0000-0003-1930-2466"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Fouzi Douak","raw_affiliation_strings":["Dept. of Information Engineering and Computer Science, University of Trento, Via Sommarive, 14, I-38123, Italy"],"affiliations":[{"raw_affiliation_string":"Dept. of Information Engineering and Computer Science, University of Trento, Via Sommarive, 14, I-38123, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021389231","display_name":"Farid Melgani","orcid":"https://orcid.org/0000-0001-9745-3732"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Farid Melgani","raw_affiliation_strings":["Dept. of Information Engineering and Computer Science, University of Trento, Via Sommarive, 14, I-38123, Italy"],"affiliations":[{"raw_affiliation_string":"Dept. of Information Engineering and Computer Science, University of Trento, Via Sommarive, 14, I-38123, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075665406","display_name":"Edoardo Pasolli","orcid":"https://orcid.org/0000-0003-0799-3490"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Edoardo Pasolli","raw_affiliation_strings":["Dept. of Information Engineering and Computer Science, University of Trento, Via Sommarive, 14, I-38123, Italy"],"affiliations":[{"raw_affiliation_string":"Dept. of Information Engineering and Computer Science, University of Trento, Via Sommarive, 14, I-38123, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038275824","display_name":"Nabil Benoudjit","orcid":null},"institutions":[{"id":"https://openalex.org/I162489102","display_name":"University of Batna 1","ror":"https://ror.org/04hrbe508","country_code":"DZ","type":"education","lineage":["https://openalex.org/I162489102"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Nabil Benoudjit","raw_affiliation_strings":["Laboratoire d'Electronique Avancée, Université de Batna, Avenue Boukhlouf Med El Hadi, 05000, Algeria"],"affiliations":[{"raw_affiliation_string":"Laboratoire d'Electronique Avancée, Université de Batna, Avenue Boukhlouf Med El Hadi, 05000, Algeria","institution_ids":["https://openalex.org/I162489102"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025052553"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.07823998,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"122","issue":null,"first_page":"1113","last_page":"1117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9959999918937683,"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5893235802650452},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5805115699768066},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5095122456550598},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.45146751403808594},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.43203556537628174},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3137679398059845},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11196726560592651}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5893235802650452},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5805115699768066},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5095122456550598},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.45146751403808594},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.43203556537628174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3137679398059845},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11196726560592651},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isspa.2012.6310457","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspa.2012.6310457","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/93940","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/93940","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1964357740","https://openalex.org/W1965626442","https://openalex.org/W1996914425","https://openalex.org/W2000296214","https://openalex.org/W2088135313","https://openalex.org/W2136504847","https://openalex.org/W2912934387","https://openalex.org/W4212883601","https://openalex.org/W6680140577"],"related_works":["https://openalex.org/W1994526487","https://openalex.org/W2380698129","https://openalex.org/W1982937155","https://openalex.org/W2350879058","https://openalex.org/W2120085592","https://openalex.org/W1966437426","https://openalex.org/W2084716485","https://openalex.org/W2371774085","https://openalex.org/W2942433955","https://openalex.org/W2080919553"],"abstract_inverted_index":{"In":[0,30],"this":[1],"work,":[2],"the":[3,11,18,48,52,57,69,72,76,88,91],"active":[4],"learning":[5],"approach":[6],"is":[7],"adopted":[8],"to":[9,67],"address":[10],"problem":[12],"of":[13,20,63,90],"training":[14],"sample":[15],"collection":[16],"for":[17,23,34],"estimation":[19],"chemical":[21],"parameters":[22],"product":[24],"quality":[25],"control":[26],"from":[27,51],"spectroscopic":[28],"data.":[29],"particular,":[31],"two":[32,83],"strategies":[33],"support":[35,54],"vector":[36],"regression":[37],"(SVR)":[38],"are":[39],"proposed.":[40],"The":[41,79],"first":[42],"method":[43],"select":[44],"samples":[45,70],"distant":[46],"in":[47,65],"kernel":[49],"space":[50],"current":[53],"vectors,":[55],"while":[56],"second":[58],"one":[59],"uses":[60],"a":[61],"pool":[62],"regressors":[64],"order":[66],"choose":[68],"with":[71],"greater":[73],"disagreements":[74],"between":[75],"different":[77],"regressors.":[78],"experimental":[80],"results":[81],"on":[82],"real":[84],"data":[85],"sets":[86],"show":[87],"effectiveness":[89],"proposed":[92],"solutions.":[93]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}