{"id":"https://openalex.org/W1965138464","doi":"https://doi.org/10.1109/icmlc.2010.5581075","title":"A survey on active learning strategy","display_name":"A survey on active learning strategy","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W1965138464","doi":"https://doi.org/10.1109/icmlc.2010.5581075","mag":"1965138464"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2010.5581075","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5581075","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"},"type":"conference-paper","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/A5038615864","display_name":"Lili Sun","orcid":"https://orcid.org/0000-0003-0002-6609"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li-Li Sun","raw_affiliation_strings":["Key Laboratory of Machine Learning and Computational Intelligence, College of Mathematics and Computer Science, Hebei University, Baoding, China","Key Lab. of Machine Learning and Computational Intelligence, College of Mathematics and Computer Science, Hebei, University, Baoding, 071002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Machine Learning and Computational Intelligence, College of Mathematics and Computer Science, Hebei University, Baoding, China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"Key Lab. of Machine Learning and Computational Intelligence, College of Mathematics and Computer Science, Hebei, University, Baoding, 071002, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073006299","display_name":"Xizhao Wang","orcid":"https://orcid.org/0000-0001-6036-4728"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi-Zhao Wang","raw_affiliation_strings":["Key Laboratory of Machine Learning and Computational Intelligence, College of Mathematics and Computer Science, Hebei University, Baoding, China","Key Lab. of Machine Learning and Computational Intelligence, College of Mathematics and Computer Science, Hebei, University, Baoding, 071002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Machine Learning and Computational Intelligence, College of Mathematics and Computer Science, Hebei University, Baoding, China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"Key Lab. of Machine Learning and Computational Intelligence, College of Mathematics and Computer Science, Hebei, University, Baoding, 071002, China","institution_ids":["https://openalex.org/I43337087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I43337087"],"apc_list":null,"apc_paid":null,"fwci":0.2714,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.46138009,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"161","last_page":"166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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":0.991100013256073,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.98089998960495,"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/active-learning","display_name":"Active learning (machine learning)","score":0.8301683068275452},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7986610531806946},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6235864162445068},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5947369933128357},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5817844271659851},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5210002064704895},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5191492438316345},{"id":"https://openalex.org/keywords/proactive-learning","display_name":"Proactive learning","score":0.5069413781166077},{"id":"https://openalex.org/keywords/sample-complexity","display_name":"Sample complexity","score":0.46795642375946045},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.44966450333595276},{"id":"https://openalex.org/keywords/robot-learning","display_name":"Robot learning","score":0.3164982199668884},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0873536765575409},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07212930917739868},{"id":"https://openalex.org/keywords/mobile-robot","display_name":"Mobile robot","score":0.06842738389968872},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.06738859415054321}],"concepts":[{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.8301683068275452},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7986610531806946},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6235864162445068},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5947369933128357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5817844271659851},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5210002064704895},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5191492438316345},{"id":"https://openalex.org/C12298181","wikidata":"https://www.wikidata.org/wiki/Q7246814","display_name":"Proactive learning","level":5,"score":0.5069413781166077},{"id":"https://openalex.org/C2778445095","wikidata":"https://www.wikidata.org/wiki/Q18354077","display_name":"Sample complexity","level":2,"score":0.46795642375946045},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.44966450333595276},{"id":"https://openalex.org/C188888258","wikidata":"https://www.wikidata.org/wiki/Q7353390","display_name":"Robot learning","level":4,"score":0.3164982199668884},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0873536765575409},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07212930917739868},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.06842738389968872},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.06738859415054321},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2010.5581075","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5581075","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322163","display_name":"Natural Science Foundation of Hebei Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W123226248","https://openalex.org/W201732946","https://openalex.org/W1484084878","https://openalex.org/W1507695921","https://openalex.org/W1513874326","https://openalex.org/W1514211892","https://openalex.org/W1514707997","https://openalex.org/W1515450954","https://openalex.org/W1528361845","https://openalex.org/W1553262910","https://openalex.org/W1580375566","https://openalex.org/W1590983731","https://openalex.org/W1977612207","https://openalex.org/W1978633512","https://openalex.org/W1979412670","https://openalex.org/W2018770010","https://openalex.org/W2076118331","https://openalex.org/W2080021732","https://openalex.org/W2085989833","https://openalex.org/W2104848109","https://openalex.org/W2115404432","https://openalex.org/W2126716476","https://openalex.org/W2127816222","https://openalex.org/W2128678390","https://openalex.org/W2138517257","https://openalex.org/W2139709458","https://openalex.org/W2147679621","https://openalex.org/W2151023586","https://openalex.org/W2154250549","https://openalex.org/W2155513250","https://openalex.org/W2157958821","https://openalex.org/W2166496241","https://openalex.org/W2171671120","https://openalex.org/W2949435794","https://openalex.org/W2951911250","https://openalex.org/W3003930791","https://openalex.org/W3005844124","https://openalex.org/W4230030242","https://openalex.org/W4233758922","https://openalex.org/W4252861488","https://openalex.org/W4285719527","https://openalex.org/W6628826841","https://openalex.org/W6630701705","https://openalex.org/W6630882758","https://openalex.org/W6635080210","https://openalex.org/W6644536952","https://openalex.org/W6677246231","https://openalex.org/W6678510481","https://openalex.org/W6678881507","https://openalex.org/W6679227803","https://openalex.org/W6680770092","https://openalex.org/W6681695376","https://openalex.org/W6773317210"],"related_works":["https://openalex.org/W2097814353","https://openalex.org/W2183624479","https://openalex.org/W2626077511","https://openalex.org/W2787581456","https://openalex.org/W146740654","https://openalex.org/W2953859282","https://openalex.org/W3121309279","https://openalex.org/W2094834818","https://openalex.org/W3131110143","https://openalex.org/W2094878326"],"abstract_inverted_index":{"Active":[0],"learning":[1,8,15,37],"is":[2,16],"a":[3,32],"hot":[4],"topic":[5],"in":[6],"machine":[7],"field.":[9],"The":[10],"main":[11],"task":[12],"of":[13,35],"active":[14,36],"to":[17],"automatically":[18],"select":[19],"the":[20,26],"representative":[21],"instances":[22],"for":[23],"efficiently":[24],"reducing":[25],"sample":[27],"complexity.":[28],"This":[29],"paper":[30],"presents":[31],"brief":[33],"survey":[34],"regarding":[38],"selection":[39],"methods,":[40],"query":[41],"strategies,":[42],"applications":[43],"and":[44],"other":[45],"related":[46],"works.":[47]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
