{"id":"https://openalex.org/W2735375434","doi":"https://doi.org/10.1109/ijcnn.2017.7965853","title":"A weighted-resampling based transfer learning algorithm","display_name":"A weighted-resampling based transfer learning algorithm","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2735375434","doi":"https://doi.org/10.1109/ijcnn.2017.7965853","mag":"2735375434"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2017.7965853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7965853","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","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/A5100664480","display_name":"Xiaobo Liu","orcid":"https://orcid.org/0000-0001-8470-8388"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaobo Liu","raw_affiliation_strings":["Hubei key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","School of Automation, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"School of Automation, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101455965","display_name":"Zhentao Liu","orcid":"https://orcid.org/0000-0003-4100-9557"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhentao Liu","raw_affiliation_strings":["Hubei key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","School of Automation, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"School of Automation, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038015706","display_name":"Guangjun Wang","orcid":"https://orcid.org/0000-0001-5344-4594"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangjun Wang","raw_affiliation_strings":["Hubei key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","School of Automation, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"School of Automation, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038861185","display_name":"Zhihua Cai","orcid":"https://orcid.org/0000-0003-0020-6503"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihua Cai","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103226976","display_name":"Harry Zhang","orcid":"https://orcid.org/0009-0003-1903-274X"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Harry Zhang","raw_affiliation_strings":["Faculty of Computer Science, University of New Brunswick, NB, Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, University of New Brunswick, NB, Canada","institution_ids":["https://openalex.org/I106938459"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100664480"],"corresponding_institution_ids":["https://openalex.org/I3124059619","https://openalex.org/I4210094879"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.08308109,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"185","last_page":"190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9997000098228455,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9997000098228455,"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/T12676","display_name":"Machine Learning and ELM","score":0.9787999987602234,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.932699978351593,"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/resampling","display_name":"Resampling","score":0.7926512956619263},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7708516120910645},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.7232197523117065},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7038487195968628},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6073431968688965},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5832492113113403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5602926015853882},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5229233503341675},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4571293890476227},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43360552191734314},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4299965798854828},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4239223599433899}],"concepts":[{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.7926512956619263},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7708516120910645},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.7232197523117065},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7038487195968628},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6073431968688965},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5832492113113403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5602926015853882},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5229233503341675},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4571293890476227},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43360552191734314},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4299965798854828},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4239223599433899}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2017.7965853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7965853","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W852569184","https://openalex.org/W1967684610","https://openalex.org/W1970269368","https://openalex.org/W1979895392","https://openalex.org/W2006882006","https://openalex.org/W2009543464","https://openalex.org/W2016868671","https://openalex.org/W2030756025","https://openalex.org/W2053478195","https://openalex.org/W2062782541","https://openalex.org/W2069445814","https://openalex.org/W2077194953","https://openalex.org/W2084658294","https://openalex.org/W2112076978","https://openalex.org/W2112777709","https://openalex.org/W2122838776","https://openalex.org/W2134721490","https://openalex.org/W2142827986","https://openalex.org/W2154063878","https://openalex.org/W2158514621","https://openalex.org/W2165698076","https://openalex.org/W2210407830","https://openalex.org/W2235868144","https://openalex.org/W2317515691","https://openalex.org/W2395028020","https://openalex.org/W4212883601","https://openalex.org/W4232478844"],"related_works":["https://openalex.org/W1487671059","https://openalex.org/W4389954502","https://openalex.org/W3108206494","https://openalex.org/W2739726746","https://openalex.org/W4242380336","https://openalex.org/W2771255398","https://openalex.org/W2930428186","https://openalex.org/W3200027047","https://openalex.org/W4385770464","https://openalex.org/W3125536479"],"abstract_inverted_index":{"Transfer":[0],"learning":[1],"has":[2],"attracted":[3],"more":[4,6],"and":[5,8,30,66,97,106,114,138,157],"attention,":[7],"many":[9,161],"scholars":[10],"proposed":[11,128],"some":[12],"useful":[13],"strategies.":[14],"Boosting":[15],"is":[16,26,54,70,88,153],"the":[17,57,63,67,73,77,85,92,109,116,124,127,134,139],"main":[18],"strategy":[19],"for":[20,47,118],"transfer":[21,48],"learning.":[22],"In":[23,39,120],"boosting,":[24],"resampling":[25,53],"preferred":[27],"over":[28],"reweighting,":[29],"it":[31],"can":[32],"be":[33],"applied":[34,55],"to":[35,56,80,90,122,155],"any":[36],"base":[37,110,140],"learner.":[38],"this":[40],"paper,":[41],"we":[42,130],"propose":[43],"a":[44,82],"weighted-resampling":[45],"method":[46],"learning,":[49],"called":[50],"TrResampling.":[51,119],"Firstly,":[52],"data":[58,69,75,79,96,148,162],"with":[59,72,133],"heaven":[60],"weight":[61],"in":[62,112],"source":[64,95],"domain,":[65],"resampled":[68],"used":[71,89],"target":[74,98],"as":[76,108],"training":[78],"build":[81],"classifier.":[83],"Then":[84],"TrAdaBoost":[86,137,156],"algorithm":[87,136],"adjust":[91],"weights":[93],"of":[94,126],"data.":[99],"We":[100],"discuss":[101],"Decision":[102,142,158],"Tree,":[103,143],"Naive":[104],"Bayes,":[105],"SVM":[107],"learner":[111,141],"TrResampling,":[113],"choose":[115],"suitable":[117],"order":[121],"illustrate":[123],"performance":[125],"algorithm,":[129],"compare":[131],"TrResampling":[132,152],"state-of-the-art":[135],"experimental":[144],"results":[145],"on":[146,160],"UCI":[147],"sets":[149],"indicate":[150],"that":[151],"superior":[154],"Tree":[159],"sets.":[163]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}