{"id":"https://openalex.org/W2804951847","doi":"https://doi.org/10.1109/tcyb.2018.2833843","title":"$p$ -Laplacian Regularization for Scene Recognition","display_name":"$p$ -Laplacian Regularization for Scene Recognition","publication_year":2018,"publication_date":"2018-05-22","ids":{"openalex":"https://openalex.org/W2804951847","doi":"https://doi.org/10.1109/tcyb.2018.2833843","mag":"2804951847","pmid":"https://pubmed.ncbi.nlm.nih.gov/29994326"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2018.2833843","doi":"https://doi.org/10.1109/tcyb.2018.2833843","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2018.2833843","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-b","cwts-core","dongbi-a","fnege-4","jufo-3","ki-jl-2","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"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/A5100444156","display_name":"Weifeng Liu","orcid":"https://orcid.org/0000-0002-5388-9080","observed_orcids":["https://orcid.org/0000-0002-5388-9080","https://orcid.org/0009-0000-2839-9904"]},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weifeng Liu","raw_affiliation_strings":["College of Information and Control Engineering, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-5388-9080","affiliations":[{"raw_affiliation_string":"College of Information and Control Engineering, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073642517","display_name":"Xueqi Ma","orcid":"https://orcid.org/0000-0003-1908-3187","observed_orcids":["https://orcid.org/0000-0003-1908-3187"]},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueqi Ma","raw_affiliation_strings":["College of Information and Control Engineering, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Control Engineering, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009595085","display_name":"Yicong Zhou","orcid":"https://orcid.org/0000-0002-4487-6384","observed_orcids":["https://orcid.org/0000-0002-4487-6384"]},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Yicong Zhou","raw_affiliation_strings":["Faculty of Science and Technology, University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0002-4487-6384","affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067600725","display_name":"Dapeng Tao","orcid":"https://orcid.org/0000-0003-0783-5273","observed_orcids":["https://orcid.org/0000-0003-0783-5273"]},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dapeng Tao","raw_affiliation_strings":["School of Information Science and Engineering, Yunnan University, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0003-0783-5273","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101705358","display_name":"Jun Sheng Cheng","orcid":"https://orcid.org/0000-0002-3131-3275","observed_orcids":["https://orcid.org/0000-0002-3131-3275"]},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Cheng","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-3131-3275","affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":7.9862,"has_fulltext":false,"cited_by_count":98,"citation_normalized_percentile":{"value":0.97945586,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"49","issue":"8","first_page":"2927","last_page":"2940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.649399995803833,"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":0.649399995803833,"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":0.298799991607666,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.016100000590085983,"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/manifold-regularization","display_name":"manifold regularization","score":0.6819999814033508},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"semi-supervised learning","score":0.9810000061988831},{"id":"https://openalex.org/keywords/scene-classification","display_name":"scene classification","score":0.9419999718666077},{"id":"https://openalex.org/keywords/graph-laplacian","display_name":"graph Laplacian","score":0.8880000114440918},{"id":"https://openalex.org/keywords/locality-preservation","display_name":"local structure preservation","score":0.7269999980926514},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8740000128746033},{"id":"https://openalex.org/keywords/approximation-algorithms","display_name":"approximation algorithms","score":0.5170000195503235},{"id":"https://openalex.org/keywords/small-labeled-samples","display_name":"small labeled samples","score":0.5879999995231628}],"concepts":[{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7118676900863647},{"id":"https://openalex.org/C115178988","wikidata":"https://www.wikidata.org/wiki/Q772067","display_name":"Laplacian matrix","level":3,"score":0.6847450733184814},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5818767547607422},{"id":"https://openalex.org/C203616005","wikidata":"https://www.wikidata.org/wiki/Q620495","display_name":"Hessian matrix","level":2,"score":0.572543740272522},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5652152895927429},{"id":"https://openalex.org/C165700671","wikidata":"https://www.wikidata.org/wiki/Q203484","display_name":"Laplace operator","level":2,"score":0.5527686476707458},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.548609733581543},{"id":"https://openalex.org/C110484373","wikidata":"https://www.wikidata.org/wiki/Q264398","display_name":"Adjacency list","level":2,"score":0.5347797870635986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4792520999908447},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4225209355354309},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.41888678073883057},{"id":"https://openalex.org/C153120616","wikidata":"https://www.wikidata.org/wiki/Q17068315","display_name":"Manifold alignment","level":4,"score":0.41375288367271423},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.380453884601593},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33655399084091187},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.325250506401062},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32122957706451416},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.2993415594100952},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.1288604736328125},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"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":2,"locations":[{"id":"doi:10.1109/tcyb.2018.2833843","doi":"https://doi.org/10.1109/tcyb.2018.2833843","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2018.2833843","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-b","cwts-core","dongbi-a","fnege-4","jufo-3","ki-jl-2","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:29994326","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29994326","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1216980576","display_name":null,"funder_award_id":"ZR2018MF017","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G3214728010","display_name":"\u57fa\u4e8e\u591a\u89c6\u89d2\u6df1\u5ea6\u7a00\u758f\u7f16\u7801\u53ca\u6d41\u5f62\u6b63\u5219\u5316\u7684\u56fe\u50cf\u6807\u6ce8\u7814\u7a76","funder_award_id":"61671480","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7991959697","display_name":null,"funder_award_id":"2016FB105","funder_id":"https://openalex.org/F4320324731","funder_display_name":"Yunnan University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320324731","display_name":"Yunnan University","ror":"https://ror.org/0040axw97"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W36680195","https://openalex.org/W1486280163","https://openalex.org/W1512987215","https://openalex.org/W1686810756","https://openalex.org/W1970847130","https://openalex.org/W1972084483","https://openalex.org/W1977617632","https://openalex.org/W1980038761","https://openalex.org/W1983205198","https://openalex.org/W1985583020","https://openalex.org/W2006904655","https://openalex.org/W2024082504","https://openalex.org/W2027758045","https://openalex.org/W2031489346","https://openalex.org/W2096146461","https://openalex.org/W2097703723","https://openalex.org/W2104290444","https://openalex.org/W2108119513","https://openalex.org/W2117898853","https://openalex.org/W2136935487","https://openalex.org/W2144719328","https://openalex.org/W2150860957","https://openalex.org/W2152161678","https://openalex.org/W2162915993","https://openalex.org/W2168584046","https://openalex.org/W2204666881","https://openalex.org/W2258484932","https://openalex.org/W2310335681","https://openalex.org/W2327049400","https://openalex.org/W2471764118","https://openalex.org/W2588534625","https://openalex.org/W2605809234","https://openalex.org/W2612114597","https://openalex.org/W2726971391","https://openalex.org/W2738326163","https://openalex.org/W2749439257","https://openalex.org/W2962701197"],"related_works":["https://openalex.org/W2942262699","https://openalex.org/W2809531940","https://openalex.org/W2913577510","https://openalex.org/W2167663812","https://openalex.org/W4288632831","https://openalex.org/W2365461497","https://openalex.org/W4210546256","https://openalex.org/W2494554672","https://openalex.org/W2080509359","https://openalex.org/W2398788757"],"abstract_inverted_index":{"The":[0],"explosive":[1],"growth":[2],"of":[3,27,49,63,90,108,137,187],"multimedia":[4],"data":[5,50,91],"on":[6,173],"the":[7,46,60,87,115,127,138,150,166,174,185,192],"Internet":[8],"makes":[9],"it":[10,43],"essential":[11],"to":[12,58,83,125,147,156,191],"develop":[13],"innovative":[14],"machine":[15],"learning":[16,35,65],"algorithms":[17],"for":[18,168],"practical":[19],"applications":[20],"especially":[21],"where":[22],"only":[23],"a":[24,64,95,103,134],"small":[25],"number":[26],"labeled":[28,54],"samples":[29,57],"are":[30,69],"available.":[31],"Manifold":[32],"regularized":[33],"semi-supervised":[34],"(MRSSL)":[36],"thus":[37],"received":[38],"intensive":[39],"attention":[40],"recently":[41],"because":[42],"successfully":[44],"exploits":[45],"local":[47,88,128,151],"structure":[48],"distribution":[51],"including":[52,75],"both":[53],"and":[55,79,85,142,160,164,181],"unlabeled":[56],"leverage":[59],"generalization":[61,136],"ability":[62],"model.":[66],"Although":[67],"there":[68],"many":[70],"representative":[71],"works":[72],"in":[73,189],"MRSSL,":[74],"Laplacian":[76,141],"regularization":[77,195],"(LapR)":[78],"Hessian":[80],"regularization,":[81],"how":[82],"explore":[84],"exploit":[86],"geometry":[89],"manifold":[92,194],"is":[93,133],"still":[94],"challenging":[96],"problem.":[97],"In":[98],"this":[99],"paper,":[100],"we":[101,120],"introduce":[102],"fully":[104],"efficient":[105],"approximation":[106],"algorithm":[107],"graph":[109,140],"p":[110,122,131],"-Laplacian,":[111],"which":[112],"significantly":[113],"saving":[114],"computing":[116],"cost.":[117],"And":[118],"then":[119],"propose":[121],"-LapR":[123],"(pLapR)":[124],"preserve":[126,149],"geometry.":[129],"Specifically,":[130],"-Laplacian":[132],"natural":[135],"standard":[139],"provides":[143],"convincing":[144],"theoretical":[145],"evidence":[146],"better":[148],"structure.":[152],"We":[153],"apply":[154],"pLapR":[155,188],"support":[157],"vector":[158],"machines":[159],"kernel":[161],"least":[162],"squares":[163],"conduct":[165],"implementations":[167],"scene":[169],"recognition.":[170],"Extensive":[171],"experiments":[172],"Scene":[175,178],"67":[176],"dataset,":[177,180],"15":[179],"UC-Merced":[182],"dataset":[183],"validate":[184],"effectiveness":[186],"comparison":[190],"conventional":[193],"methods.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":36},{"year":2018,"cited_by_count":5}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2018-06-01T00:00:00"}
