{"id":"https://openalex.org/W2155551843","doi":"https://doi.org/10.1109/icsmc.2009.5346693","title":"Concept-dependent image annotation via existence-based multiple-instance learning","display_name":"Concept-dependent image annotation via existence-based multiple-instance learning","publication_year":2009,"publication_date":"2009-10-01","ids":{"openalex":"https://openalex.org/W2155551843","doi":"https://doi.org/10.1109/icsmc.2009.5346693","mag":"2155551843"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2009.5346693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2009.5346693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Systems, Man and Cybernetics","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/A5100571568","display_name":"Xun Yuan","orcid":"https://orcid.org/0009-0003-7285-3010"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xun Yuan","raw_affiliation_strings":["Department of Electronic Engineering, University of Science and Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of Science and Technology, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377147","display_name":"Meng Wang","orcid":"https://orcid.org/0000-0002-3094-7735"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Wang","raw_affiliation_strings":["Internet Multimedia Group, Microsoft Research Asia, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Internet Multimedia Group, Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100381758","display_name":"Yan Song","orcid":"https://orcid.org/0000-0002-5668-9068"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Song","raw_affiliation_strings":["Department of Electronic Engineering, University of Science and Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of Science and Technology, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100571568"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.19448688,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"4112","last_page":"4117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9995999932289124,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9995999932289124,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.995199978351593,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9325000047683716,"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/computer-science","display_name":"Computer science","score":0.7614470720291138},{"id":"https://openalex.org/keywords/automatic-image-annotation","display_name":"Automatic image annotation","score":0.6513756513595581},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5766991376876831},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5357173681259155},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.5267360210418701},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4790828824043274},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44424477219581604},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.43020299077033997},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.42758694291114807},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42193835973739624},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3761635720729828},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.3493415117263794}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7614470720291138},{"id":"https://openalex.org/C199579030","wikidata":"https://www.wikidata.org/wiki/Q2851778","display_name":"Automatic image annotation","level":4,"score":0.6513756513595581},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5766991376876831},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5357173681259155},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5267360210418701},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4790828824043274},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44424477219581604},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.43020299077033997},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.42758694291114807},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42193835973739624},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3761635720729828},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.3493415117263794},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2009.5346693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2009.5346693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Systems, Man and Cybernetics","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":23,"referenced_works":["https://openalex.org/W1540386283","https://openalex.org/W1544144649","https://openalex.org/W1560331282","https://openalex.org/W1989085630","https://openalex.org/W2024046085","https://openalex.org/W2025363509","https://openalex.org/W2032210760","https://openalex.org/W2074992691","https://openalex.org/W2098166271","https://openalex.org/W2104019579","https://openalex.org/W2110119381","https://openalex.org/W2112464244","https://openalex.org/W2113169966","https://openalex.org/W2135000559","https://openalex.org/W2136595724","https://openalex.org/W2148694408","https://openalex.org/W2149648623","https://openalex.org/W3151633797","https://openalex.org/W6632200337","https://openalex.org/W6633361299","https://openalex.org/W6656704994","https://openalex.org/W6677097687","https://openalex.org/W6680240620"],"related_works":["https://openalex.org/W3177930984","https://openalex.org/W2052697133","https://openalex.org/W2119028572","https://openalex.org/W2376984068","https://openalex.org/W2152482390","https://openalex.org/W2365617273","https://openalex.org/W2076896210","https://openalex.org/W2093596879","https://openalex.org/W2506386910","https://openalex.org/W2117928543"],"abstract_inverted_index":{"Conventional":[0],"multiple-instance":[1],"learning":[2],"(MIL)":[3],"algorithms":[4],"for":[5,29,51,105],"image":[6,52,87],"annotation":[7,40],"usually":[8],"neglect":[9],"concept":[10,84,107],"dependence":[11,85],"(i.e.,":[12,23],"the":[13,39,61,83,117],"relationship":[14],"between":[15],"positive":[16],"and":[17,20],"negative":[18],"concepts)":[19],"feature":[21,25,103],"selection":[22],"which":[24,34,97],"modality":[26],"is":[27,98],"suitable":[28],"a":[30,47,74],"specific":[31],"concept)":[32],"problems,":[33],"have":[35],"significant":[36],"influence":[37],"on":[38,116],"performance.":[41],"In":[42,68],"this":[43],"paper,":[44],"we":[45,72,90],"propose":[46],"novel":[48],"concept-dependent":[49],"algorithm":[50],"annotation,":[53],"named":[54,78],"existence-based":[55,79],"MIL":[56,76,109,126],"(EBMIL),":[57],"aiming":[58],"at":[59],"solving":[60],"above":[62],"two":[63],"problems":[64],"in":[65,86,95],"one":[66],"scheme.":[67],"our":[69],"EBMIL":[70,111],"scheme,":[71],"give":[73,91],"new":[75],"formulation,":[77],"MIL,":[80],"to":[81,100,124],"explore":[82],"annotation.":[88],"Moreover,":[89],"an":[92],"optimization":[93],"procedure":[94],"EBMIL,":[96],"able":[99],"select":[101],"different":[102],"modalities":[104],"each":[106],"under":[108],"settings.":[110],"achieves":[112],"promising":[113],"experimental":[114],"results":[115],"benchmark":[118],"of":[119],"COREL":[120],"dataset":[121],"with":[122],"comparison":[123],"typical":[125],"algorithms.":[127]},"counts_by_year":[{"year":2016,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}