{"id":"https://openalex.org/W1548280412","doi":"https://doi.org/10.1109/ijcnn.2005.1556359","title":"Identifying knowledge domain and incremental new class learning in SVM","display_name":"Identifying knowledge domain and incremental new class learning in SVM","publication_year":2006,"publication_date":"2006-01-05","ids":{"openalex":"https://openalex.org/W1548280412","doi":"https://doi.org/10.1109/ijcnn.2005.1556359","mag":"1548280412"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2005.1556359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556359","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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/A5034080491","display_name":"Hongbin Jia","orcid":"https://orcid.org/0000-0002-5102-9431"},"institutions":[{"id":"https://openalex.org/I4210130704","display_name":"University of Michigan\u2013Dearborn","ror":"https://ror.org/035wtm547","country_code":"US","type":"education","lineage":["https://openalex.org/I4210130704"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hongbin Jia","raw_affiliation_strings":["Department of Electrical & Computer Engineering, University of Michigan, Dearborn, Dearborn, MI, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, University of Michigan, Dearborn, Dearborn, MI, USA","institution_ids":["https://openalex.org/I4210130704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054035359","display_name":"Yi Lu Murphey","orcid":"https://orcid.org/0000-0002-0501-8002"},"institutions":[{"id":"https://openalex.org/I4210130704","display_name":"University of Michigan\u2013Dearborn","ror":"https://ror.org/035wtm547","country_code":"US","type":"education","lineage":["https://openalex.org/I4210130704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Lu Murphey","raw_affiliation_strings":["Department of Electrical & Computer Engineering, University of Michigan, Dearborn, Dearborn, MI, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, University of Michigan, Dearborn, Dearborn, MI, USA","institution_ids":["https://openalex.org/I4210130704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043603824","display_name":"Daniel Gutchess","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116334","display_name":"OG Technologies (United States)","ror":"https://ror.org/02f0ewv41","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116334"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. Gutchess","raw_affiliation_strings":["OG Technologies, Inc., Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"OG Technologies, Inc., Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I4210116334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019242186","display_name":"Tzyy\u2010Shuh Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116334","display_name":"OG Technologies (United States)","ror":"https://ror.org/02f0ewv41","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116334"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tzyy-Shuh Chang","raw_affiliation_strings":["OG Technologies, Inc., Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"OG Technologies, Inc., Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I4210116334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034080491"],"corresponding_institution_ids":["https://openalex.org/I4210130704"],"apc_list":null,"apc_paid":null,"fwci":0.4079,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.53924317,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"5","issue":null,"first_page":"2742","last_page":"2747"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9879000186920166,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9879000186920166,"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/T10057","display_name":"Face and Expression Recognition","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9625999927520752,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/incremental-learning","display_name":"Incremental learning","score":0.7990057468414307},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7781130075454712},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7013427019119263},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.700485348701477},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6888599395751953},{"id":"https://openalex.org/keywords/forgetting","display_name":"Forgetting","score":0.6337167024612427},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.5946484804153442},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5553000569343567},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.5258384346961975},{"id":"https://openalex.org/keywords/instance-based-learning","display_name":"Instance-based learning","score":0.5062857866287231},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.44445598125457764},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4442242980003357},{"id":"https://openalex.org/keywords/online-machine-learning","display_name":"Online machine learning","score":0.44105130434036255},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3303321599960327},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08074691891670227}],"concepts":[{"id":"https://openalex.org/C2780735816","wikidata":"https://www.wikidata.org/wiki/Q28324931","display_name":"Incremental learning","level":2,"score":0.7990057468414307},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7781130075454712},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7013427019119263},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.700485348701477},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6888599395751953},{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.6337167024612427},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.5946484804153442},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5553000569343567},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.5258384346961975},{"id":"https://openalex.org/C24138899","wikidata":"https://www.wikidata.org/wiki/Q17141258","display_name":"Instance-based learning","level":3,"score":0.5062857866287231},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.44445598125457764},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4442242980003357},{"id":"https://openalex.org/C115903097","wikidata":"https://www.wikidata.org/wiki/Q7094097","display_name":"Online machine learning","level":3,"score":0.44105130434036255},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3303321599960327},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08074691891670227},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2005.1556359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556359","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7200000286102295,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W105857003","https://openalex.org/W1224536253","https://openalex.org/W1555269405","https://openalex.org/W1592753633","https://openalex.org/W1604938182","https://openalex.org/W1636292238","https://openalex.org/W1907380269","https://openalex.org/W2079596996","https://openalex.org/W2095822020","https://openalex.org/W2105298717","https://openalex.org/W2108271008","https://openalex.org/W2108807072","https://openalex.org/W2112841646","https://openalex.org/W2114997411","https://openalex.org/W2120617515","https://openalex.org/W2123098109","https://openalex.org/W2132641846","https://openalex.org/W2132870739","https://openalex.org/W2141290019","https://openalex.org/W2143386126","https://openalex.org/W2151499551","https://openalex.org/W2153477625","https://openalex.org/W2161778376","https://openalex.org/W4230674625","https://openalex.org/W4240338048","https://openalex.org/W6604231403","https://openalex.org/W6635582692","https://openalex.org/W6639866694","https://openalex.org/W6676485797","https://openalex.org/W6680685057","https://openalex.org/W6682894622"],"related_works":["https://openalex.org/W2098239572","https://openalex.org/W184546935","https://openalex.org/W1986633584","https://openalex.org/W3033485676","https://openalex.org/W36398315","https://openalex.org/W3210156800","https://openalex.org/W4308069857","https://openalex.org/W2429093498","https://openalex.org/W1756896031","https://openalex.org/W2130903752"],"abstract_inverted_index":{"An":[0],"incremental":[1,36,46,69],"class":[2,40,70],"learning":[3,13,37,47,58,71],"system":[4,48,72],"for":[5,12,28],"support":[6],"vector":[7],"machine":[8,57],"(SVM)":[9],"is":[10,73],"presented":[11],"new":[14,32,39],"knowledge":[15,29,33],"from":[16],"newly":[17],"available":[18],"data":[19,51],"without":[20],"forgetting":[21],"the":[22,45,55,62,66],"existing":[23],"knowledge.":[24,41],"We":[25,42],"present":[26],"algorithms":[27],"domain":[30],"description,":[31],"detection,":[34],"and":[35,61],"of":[38],"have":[43],"applied":[44],"to":[49],"a":[50],"set":[52],"provided":[53],"by":[54],"UCI":[56],"Web":[59],"site,":[60],"results":[63],"show":[64],"that":[65],"proposed":[67],"SVM":[68],"quite":[74],"effective.":[75]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}