{"id":"https://openalex.org/W2734973850","doi":"https://doi.org/10.1109/ijcnn.2017.7965963","title":"Robust semi-supervised concept factorization","display_name":"Robust semi-supervised concept factorization","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2734973850","doi":"https://doi.org/10.1109/ijcnn.2017.7965963","mag":"2734973850"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2017.7965963","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7965963","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/A5070936974","display_name":"Wei Yan","orcid":"https://orcid.org/0000-0003-3037-6300"},"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":true,"raw_author_name":"Wei Yan","raw_affiliation_strings":["Department of Computer and Information Science, University of Macau"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, University of Macau","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048088901","display_name":"Bob Zhang","orcid":"https://orcid.org/0000-0003-2497-9519"},"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":"Bob Zhang","raw_affiliation_strings":["Department of Computer and Information Science, University of Macau"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, University of Macau","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033928175","display_name":"Sihan Ma","orcid":"https://orcid.org/0000-0002-0887-9633"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sihan Ma","raw_affiliation_strings":["Department of Computer and Information Science, Wuhan University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, Wuhan University, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070936974"],"corresponding_institution_ids":["https://openalex.org/I204512498"],"apc_list":null,"apc_paid":null,"fwci":0.091,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.44793622,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"401","issue":null,"first_page":"1011","last_page":"1017"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9907000064849854,"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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9907000064849854,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9876999855041504,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/correctness","display_name":"Correctness","score":0.7796260714530945},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6553474068641663},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5916036367416382},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.5660557746887207},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.49064698815345764},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.465536504983902},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3870528042316437},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3693968653678894},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3662704825401306},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3252381682395935}],"concepts":[{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.7796260714530945},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6553474068641663},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5916036367416382},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.5660557746887207},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.49064698815345764},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.465536504983902},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3870528042316437},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3693968653678894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3662704825401306},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3252381682395935},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2017.7965963","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7965963","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W230214904","https://openalex.org/W1084418525","https://openalex.org/W1534408902","https://openalex.org/W1609068386","https://openalex.org/W1757045383","https://openalex.org/W1902027874","https://openalex.org/W2000774449","https://openalex.org/W2002469984","https://openalex.org/W2021275963","https://openalex.org/W2053090063","https://openalex.org/W2060873010","https://openalex.org/W2070670538","https://openalex.org/W2091334405","https://openalex.org/W2104819583","https://openalex.org/W2108119513","https://openalex.org/W2118718620","https://openalex.org/W2129062845","https://openalex.org/W2135029798","https://openalex.org/W2136635436","https://openalex.org/W2163922914","https://openalex.org/W2165430451","https://openalex.org/W2169658215","https://openalex.org/W2227958069","https://openalex.org/W2510237014","https://openalex.org/W2799148064","https://openalex.org/W3143596294","https://openalex.org/W4240416043","https://openalex.org/W4244017338","https://openalex.org/W6677759377","https://openalex.org/W6680012447"],"related_works":["https://openalex.org/W1667647204","https://openalex.org/W2404647514","https://openalex.org/W4247536566","https://openalex.org/W2018477250","https://openalex.org/W3119814709","https://openalex.org/W4241418540","https://openalex.org/W1508895727","https://openalex.org/W2725786787","https://openalex.org/W1875930651","https://openalex.org/W1590965489"],"abstract_inverted_index":{"A":[0],"robust":[1],"semi-supervised":[2],"concept":[3,44],"factorization":[4,45],"(RSSCF)":[5],"method":[6],"is":[7,39,76,103],"proposed":[8,34,120],"in":[9],"this":[10,73],"paper,":[11],"which":[12],"not":[13,77],"only":[14],"makes":[15],"good":[16],"use":[17],"of":[18,118],"the":[19,33,42,51,55,82,116],"available":[20],"label":[21,53],"information,":[22],"but":[23],"also":[24,104],"addresses":[25],"noise":[26],"and":[27,70,81,98,108],"extracts":[28],"meaningful":[29],"information":[30,92],"simultaneously.":[31],"In":[32],"method,":[35],"a":[36],"constraint":[37],"matrix":[38],"embedded":[40],"into":[41],"basic":[43],"model":[46,75],"to":[47,79,114],"guarantee":[48],"data":[49],"with":[50,93,106],"same":[52,56],"share":[54],"new":[57,74],"representation.":[58],"We":[59],"utilize":[60],"L":[61,83],"<sub":[62,84],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[63,85],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2,1</sub>":[64,86],"-norm":[65,87],"on":[66],"both":[67],"loss":[68],"function":[69],"regularization,":[71],"thus":[72],"sensitive":[78],"outliers":[80],"regularization":[88],"helps":[89],"select":[90],"useful":[91],"joint":[94],"sparsity.":[95],"An":[96],"efficient":[97],"elegant":[99],"iterative":[100],"updating":[101],"scheme":[102],"introduced":[105],"convergence":[107],"correctness":[109],"analysis.":[110],"Simulations":[111],"are":[112],"given":[113],"illustrate":[115],"effectiveness":[117],"our":[119],"method.":[121]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
