{"id":"https://openalex.org/W2037460549","doi":"https://doi.org/10.1142/s0219467807002751","title":"AN EMPIRICAL STUDY OF QUERY EFFECTIVENESS IMPROVEMENT VIA MULTIPLE VISUAL FEATURE INTEGRATION","display_name":"AN EMPIRICAL STUDY OF QUERY EFFECTIVENESS IMPROVEMENT VIA MULTIPLE VISUAL FEATURE INTEGRATION","publication_year":2007,"publication_date":"2007-07-01","ids":{"openalex":"https://openalex.org/W2037460549","doi":"https://doi.org/10.1142/s0219467807002751","mag":"2037460549"},"language":"en","primary_location":{"id":"doi:10.1142/s0219467807002751","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219467807002751","pdf_url":null,"source":{"id":"https://openalex.org/S60080701","display_name":"International Journal of Image and Graphics","issn_l":"0219-4678","issn":["0219-4678","1793-6756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Image and Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ink.library.smu.edu.sg/sis_research/194","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026951130","display_name":"Jialie Shen","orcid":"https://orcid.org/0000-0002-4560-8509"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"JIALIE SHEN","raw_affiliation_strings":["School of Information Systems, Singapore Management University, 80 Stanford Road, Singapore 178902, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Systems, Singapore Management University, 80 Stanford Road, Singapore 178902, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053144073","display_name":"John Shepherd","orcid":"https://orcid.org/0000-0003-1241-4182"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"JOHN SHEPHERD","raw_affiliation_strings":["School of Computer Science and Engineering, University of New South Wales, Sydney, 2052, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Sydney, 2052, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016020974","display_name":"Anne H. H. Ngu","orcid":"https://orcid.org/0000-0002-5877-0230"},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"ANNE H. H. NGU","raw_affiliation_strings":["Department of Computer Science, Texas State University, San Marcos, Texas 78666, USA","Department of Computer Science, Texas State University, San Marcos, Texas, 78666, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Texas State University, San Marcos, Texas 78666, USA","institution_ids":["https://openalex.org/I13511017"]},{"raw_affiliation_string":"Department of Computer Science, Texas State University, San Marcos, Texas, 78666, USA","institution_ids":["https://openalex.org/I13511017"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.10272173,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"07","issue":"03","first_page":"551","last_page":"581"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9995999932289124,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7668978571891785},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.6890882849693298},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6351901292800903},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5750271677970886},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5518057942390442},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5195741653442383},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5028411746025085},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.48391157388687134},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44682565331459045},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3553162217140198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7668978571891785},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.6890882849693298},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6351901292800903},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5750271677970886},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5518057942390442},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5195741653442383},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5028411746025085},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.48391157388687134},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44682565331459045},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3553162217140198},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0219467807002751","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219467807002751","pdf_url":null,"source":{"id":"https://openalex.org/S60080701","display_name":"International Journal of Image and Graphics","issn_l":"0219-4678","issn":["0219-4678","1793-6756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Image and Graphics","raw_type":"journal-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-1193","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/194","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.1142/S0219467807002751","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-1193","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/194","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.1142/S0219467807002751","raw_type":"Journal Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1499117135","https://openalex.org/W1499486838","https://openalex.org/W1509426348","https://openalex.org/W1576905745","https://openalex.org/W1956559956","https://openalex.org/W1975830550","https://openalex.org/W1991225629","https://openalex.org/W2106626784","https://openalex.org/W2107925163","https://openalex.org/W2109506130","https://openalex.org/W2124222502","https://openalex.org/W2138516811","https://openalex.org/W2145023731","https://openalex.org/W2146595501","https://openalex.org/W2152923343","https://openalex.org/W2154624311","https://openalex.org/W2157092487","https://openalex.org/W2325227998","https://openalex.org/W2914885528","https://openalex.org/W3023411394","https://openalex.org/W3089502740","https://openalex.org/W3145074154","https://openalex.org/W4247619421","https://openalex.org/W4299732420"],"related_works":["https://openalex.org/W2480412556","https://openalex.org/W3197541072","https://openalex.org/W2036586713","https://openalex.org/W2147802381","https://openalex.org/W129862915","https://openalex.org/W3027686766","https://openalex.org/W2032709415","https://openalex.org/W2085426088","https://openalex.org/W3190424778","https://openalex.org/W3120087589"],"abstract_inverted_index":{"This":[0],"article":[1],"is":[2,31,56,69,140],"a":[3,7,23,51],"comprehensive":[4],"evaluation":[5],"of":[6,28,36,106,125,145,153],"new":[8],"framework":[9],"for":[10,59],"indexing":[11,111],"image":[12,86,147],"data,":[13],"called":[14],"CMVF,":[15],"which":[16],"can":[17,77,129],"combine":[18],"multiple":[19,37],"data":[20],"properties":[21,43],"with":[22],"hybrid":[24],"architecture.":[25],"The":[26,89],"goal":[27],"this":[29,94],"system":[30,132],"to":[32,73,83],"allow":[33],"straightforward":[34],"incorporation":[35,105],"visual":[38,74,127],"feature":[39,65],"vectors,":[40],"based":[41],"on":[42,97,100],"such":[44],"as":[45],"color,":[46],"texture":[47],"and":[48,115,118,149],"shape,":[49],"into":[50,109],"single":[52],"low-dimension":[53],"vector":[54],"that":[55,122,137],"more":[57],"effective":[58],"retrieval":[60,87],"than":[61],"the":[62,104,110,123],"larger":[63],"individual":[64],"vectors.":[66],"Moreover,":[67],"CMVF":[68],"not":[70],"only":[71],"constrained":[72],"properties,":[75],"but":[76],"also":[78],"incorporate":[79],"human":[80],"classification":[81],"criteria":[82],"further":[84],"strengthen":[85],"process.":[88],"controlled":[90],"study":[91],"present":[92],"in":[93],"paper":[95],"concentrates":[96],"CMVF's":[98,138],"performance":[99],"images,":[101],"examining":[102],"how":[103],"extra":[107,126],"features":[108,128],"affects":[112],"both":[113],"efficiency":[114],"effectiveness.":[116],"Analysis":[117],"empirical":[119],"evidence":[120],"suggest":[121],"inclusion":[124],"significantly":[130],"improve":[131],"performance.":[133],"Furthermore,":[134],"it":[135],"demonstrated":[136],"effectiveness":[139],"robust":[141],"against":[142],"various":[143],"kinds":[144],"common":[146],"distortions":[148],"initial":[150],"(random)":[151],"configuration":[152],"neural":[154],"network.":[155]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
