{"id":"https://openalex.org/W2543685345","doi":"https://doi.org/10.1109/iske.2010.5680880","title":"An enhanced category detection based on active learning","display_name":"An enhanced category detection based on active learning","publication_year":2010,"publication_date":"2010-11-01","ids":{"openalex":"https://openalex.org/W2543685345","doi":"https://doi.org/10.1109/iske.2010.5680880","mag":"2543685345"},"language":"en","primary_location":{"id":"doi:10.1109/iske.2010.5680880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iske.2010.5680880","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering","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/A5082976295","display_name":"Hao Huang","orcid":"https://orcid.org/0000-0002-3777-1488"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hao Huang","raw_affiliation_strings":["College of Computer Science and Technology, University of Zhejiang, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, University of Zhejiang, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019979811","display_name":"Shuoping Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuoping Wang","raw_affiliation_strings":["Computer Science School, University of Zhejiang, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Computer Science School, University of Zhejiang, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081669663","display_name":"Lianhang Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianhang Ma","raw_affiliation_strings":["College of Computer Science and Technology, University of Zhejiang, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, University of Zhejiang, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082976295"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35305935,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"224","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9994999766349792,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9994999766349792,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9887999892234802,"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/T10654","display_name":"Pneumonia and Respiratory Infections","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/oracle","display_name":"Oracle","score":0.8555153608322144},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8046326637268066},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.617241621017456},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6128354072570801},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5763803720474243},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5203651785850525},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.4679381251335144},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4578060805797577},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45508840680122375},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.42853233218193054},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.42118096351623535},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38289809226989746},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07309693098068237},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.060471177101135254}],"concepts":[{"id":"https://openalex.org/C55166926","wikidata":"https://www.wikidata.org/wiki/Q2892946","display_name":"Oracle","level":2,"score":0.8555153608322144},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8046326637268066},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.617241621017456},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6128354072570801},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5763803720474243},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5203651785850525},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.4679381251335144},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4578060805797577},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45508840680122375},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.42853233218193054},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.42118096351623535},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38289809226989746},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07309693098068237},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.060471177101135254},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iske.2010.5680880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iske.2010.5680880","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1582067702","https://openalex.org/W1615798566","https://openalex.org/W2122777361","https://openalex.org/W2127005418","https://openalex.org/W2134969428","https://openalex.org/W2149263498","https://openalex.org/W2162303794","https://openalex.org/W3120740533","https://openalex.org/W6678921600","https://openalex.org/W6681634217"],"related_works":["https://openalex.org/W2073713056","https://openalex.org/W3110702597","https://openalex.org/W2078761926","https://openalex.org/W2110441383","https://openalex.org/W2125620709","https://openalex.org/W1498872724","https://openalex.org/W2133845513","https://openalex.org/W2949671220","https://openalex.org/W2161052216","https://openalex.org/W1492505081"],"abstract_inverted_index":{"Identification":[0],"of":[1,43,77,80],"useful":[2],"anomalies":[3],"is":[4],"an":[5,36,55],"emerging":[6],"task":[7],"in":[8,17,20,35],"active":[9],"learning":[10],"scenario.":[11],"It":[12],"plays":[13],"the":[14,41,44,78,81,85],"central":[15],"roles":[16],"category":[18,34,57],"detection":[19,58],"which":[21,64],"one":[22],"can":[23],"using":[24],"a":[25,30,48],"sampling":[26],"approach":[27,73],"to":[28,66],"label":[29],"data":[31,95],"from":[32],"rare":[33],"unlabeled":[37],"date":[38],"set":[39],"by":[40],"help":[42],"oracle":[45],"who":[46],"has":[47],"small":[49],"querying":[50,69,86],"budget.":[51,70],"This":[52],"paper":[53],"presents":[54],"enhanced":[56],"that":[59],"improves":[60],"previous":[61],"research":[62],"work":[63],"leans":[65],"cost":[67],"more":[68],"The":[71],"new":[72],"takes":[74],"full":[75],"advantage":[76],"feedback":[79],"oracle,":[82],"and":[83,93,99],"reduces":[84],"times.":[87],"Experimental":[88],"results":[89],"on":[90],"both":[91],"synthetic":[92],"real":[94],"sets":[96],"are":[97],"effective":[98],"low-cost.":[100]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
