{"id":"https://openalex.org/W2071847464","doi":"https://doi.org/10.1145/2661829.2662041","title":"Exploring Features for Complicated Objects","display_name":"Exploring Features for Complicated Objects","publication_year":2014,"publication_date":"2014-11-03","ids":{"openalex":"https://openalex.org/W2071847464","doi":"https://doi.org/10.1145/2661829.2662041","mag":"2071847464"},"language":"en","primary_location":{"id":"doi:10.1145/2661829.2662041","doi":"https://doi.org/10.1145/2661829.2662041","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2661829.2662041","pdf_url":null,"source":{"id":"https://openalex.org/S4393918199","display_name":"ACM International Conference on Information and Knowledge Management (CIKM)","issn_l":"2155-0751","issn":["2155-0751"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5007475662","display_name":"Jia Xin Wu","orcid":"https://orcid.org/0000-0002-1371-5801","observed_orcids":["https://orcid.org/0000-0002-1371-5801"]},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"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":["AU","CN"],"is_corresponding":false,"raw_author_name":"Jia Wu","raw_affiliation_strings":["University of Technology, Sydney, Sydney, Australia & China University of Geosciences, Wuhan, China","University of Technology, Sydney, Sydney, Australia & China University of Geosciences, Wuhan, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology, Sydney, Sydney, Australia & China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I114017466","https://openalex.org/I3124059619"]},{"raw_affiliation_string":"University of Technology, Sydney, Sydney, Australia & China University of Geosciences, Wuhan, China#TAB#","institution_ids":["https://openalex.org/I114017466","https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102727690","display_name":"Zhibin Hong","orcid":"https://orcid.org/0000-0003-0207-4751","observed_orcids":["https://orcid.org/0000-0003-0207-4751"]},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhibin Hong","raw_affiliation_strings":["University of Technology, Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology, Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008056593","display_name":"Shirui Pan","orcid":"https://orcid.org/0000-0003-0794-527X","observed_orcids":["https://orcid.org/0000-0003-0794-527X"]},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shirui Pan","raw_affiliation_strings":["University of Technology, Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology, Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084641325","display_name":"Xingquan Zhu A","orcid":"https://orcid.org/0000-0003-4129-9611","observed_orcids":["https://orcid.org/0000-0003-4129-9611"]},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xingquan Zhu","raw_affiliation_strings":["Florida Atlantic University, Boca Raton, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Florida Atlantic University, Boca Raton, FL, USA","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038861185","display_name":"Zhihua Cai","orcid":"https://orcid.org/0000-0003-0020-6503","observed_orcids":["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":["China University of Geosciences, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100438525","display_name":"Chengqi Zhang B","orcid":"https://orcid.org/0000-0001-5715-7154","observed_orcids":["https://orcid.org/0000-0001-5715-7154","https://orcid.org/0000-0002-9035-4990"]},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chengqi Zhang","raw_affiliation_strings":["University of Technology, Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology, Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7003,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.72549866,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1699","last_page":"1708"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.6304000020027161,"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":0.6304000020027161,"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":0.29980000853538513,"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":0.01979999989271164,"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/multiple-instance-learning","display_name":"multiple instance learning","score":0.9860000014305115},{"id":"https://openalex.org/keywords/multi-view-representation","display_name":"multi-view representation","score":0.8090000152587891},{"id":"https://openalex.org/keywords/content-based-image-retrieval","display_name":"content-based image retrieval","score":0.7680000066757202},{"id":"https://openalex.org/keywords/feature-selection-optimization","display_name":"feature selection optimization","score":0.4440000057220459}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8051784038543701},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6830506324768066},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6713043451309204},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.6297174692153931},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5754573345184326},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5499446392059326},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5413082242012024},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4969339668750763},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4137394428253174},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3942180573940277},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/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":2,"locations":[{"id":"doi:10.1145/2661829.2662041","doi":"https://doi.org/10.1145/2661829.2662041","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2661829.2662041","pdf_url":null,"source":{"id":"https://openalex.org/S4393918199","display_name":"ACM International Conference on Information and Knowledge Management (CIKM)","issn_l":"2155-0751","issn":["2155-0751"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/35397","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/35397","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1082729298","display_name":"Enabling User-Centric Wisdom Engines for Big Information Network Search","funder_award_id":"DP140102206","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G5142219411","display_name":null,"funder_award_id":"2.01E+11","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G6138117976","display_name":null,"funder_award_id":"2013CFA004","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G7392708658","display_name":"Location-aware Frequent Pattern Mining from Uncertain Spatial Transaction Data","funder_award_id":"DP140100545","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null},{"id":"https://openalex.org/F4320322499","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W105848778","https://openalex.org/W114437565","https://openalex.org/W125678093","https://openalex.org/W437551428","https://openalex.org/W817531966","https://openalex.org/W1692149637","https://openalex.org/W1971039378","https://openalex.org/W1976949388","https://openalex.org/W2007719141","https://openalex.org/W2010975286","https://openalex.org/W2021003221","https://openalex.org/W2027266161","https://openalex.org/W2027287130","https://openalex.org/W2038531878","https://openalex.org/W2069344467","https://openalex.org/W2087544865","https://openalex.org/W2098711149","https://openalex.org/W2106521131","https://openalex.org/W2108745803","https://openalex.org/W2113014179","https://openalex.org/W2121568632","https://openalex.org/W2130284530","https://openalex.org/W2133288557","https://openalex.org/W2149648623","https://openalex.org/W2154107530","https://openalex.org/W2155912412","https://openalex.org/W2162685317","https://openalex.org/W2162762921","https://openalex.org/W2166782149","https://openalex.org/W2407812036"],"related_works":["https://openalex.org/W6981739867","https://openalex.org/W3082424422","https://openalex.org/W2981257735","https://openalex.org/W4308782119","https://openalex.org/W3210633742","https://openalex.org/W3208521902","https://openalex.org/W2567882304","https://openalex.org/W7163718598","https://openalex.org/W2069344467","https://openalex.org/W2073330031"],"abstract_inverted_index":{"In":[0,63],"traditional":[1],"multi-instance":[2,30,104],"learning":[3,22],"(MIL),":[4],"instances":[5],"are":[6,120],"typically":[7],"represented":[8],"by":[9,98],"using":[10],"a":[11,68,94],"single":[12],"feature":[13,26,71,84,127,140],"view.":[14],"As":[15],"MIL":[16,45],"becoming":[17],"popular":[18],"in":[19],"domain":[20],"specific":[21],"tasks,":[23],"aggregating":[24],"multiple":[25,39,48],"views":[27,40,49,57,85],"to":[28,76,109],"represent":[29],"bags":[31],"has":[32],"recently":[33],"shown":[34],"promising":[35],"results,":[36],"mainly":[37],"because":[38],"provide":[41],"extra":[42],"information":[43],"for":[44,61,86,142],"tasks.":[46],"Nevertheless,":[47],"also":[50],"increase":[51],"the":[52,78,90,110,116,121,135,138],"risk":[53],"of":[54,137],"involving":[55],"redundant":[56],"and":[58,103,146],"irrelevant":[59],"features":[60,81,119],"learning.":[62],"this":[64],"paper,":[65],"we":[66,92],"formulate":[67],"new":[69,95],"cross-view":[70,139],"selection":[72,141],"problem":[73,97],"that":[74,115],"aims":[75],"identify":[77],"most":[79,122],"representative":[80],"across":[82,125],"all":[83,126],"MIL.":[87],"To":[88],"achieve":[89],"goal,":[91],"design":[93],"optimization":[96],"integrating":[99],"both":[100],"multi-view":[101],"representation":[102],"bag":[105],"constraints.":[106],"The":[107],"solution":[108],"objective":[111],"function":[112],"will":[113],"ensure":[114],"identified":[117],"top-m":[118],"informative":[123],"ones":[124],"views.":[128],"Experiments":[129],"on":[130],"two":[131],"real-world":[132],"applications":[133],"demonstrate":[134],"performance":[136],"content-based":[143],"image":[144],"retrieval":[145],"social":[147],"media":[148],"content":[149],"recommendation.":[150]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2016-06-24T00:00:00"}
