{"id":"https://openalex.org/W2140363548","doi":"https://doi.org/10.1109/cvpr.2008.4587502","title":"Unsupervised modeling of object categories using link analysis techniques","display_name":"Unsupervised modeling of object categories using link analysis techniques","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2140363548","doi":"https://doi.org/10.1109/cvpr.2008.4587502","mag":"2140363548"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr.2008.4587502","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2008.4587502","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Conference on Computer Vision and Pattern Recognition","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/A5100664731","display_name":"Gun-Hee Kim","orcid":"https://orcid.org/0000-0003-0850-0248"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gunhee Kim","raw_affiliation_strings":["School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","School of Computer Science, Carnegie Mellon Univ., Pittsburgh, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon Univ., Pittsburgh, PA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035605036","display_name":"Christos Faloutsos","orcid":"https://orcid.org/0000-0003-2996-9790"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christos Faloutsos","raw_affiliation_strings":["School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","School of Computer Science, Carnegie Mellon Univ., Pittsburgh, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon Univ., Pittsburgh, PA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075246991","display_name":"Martial Hebert","orcid":"https://orcid.org/0000-0003-4566-5930"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martial Hebert","raw_affiliation_strings":["School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","School of Computer Science, Carnegie Mellon Univ., Pittsburgh, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon Univ., Pittsburgh, PA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.2298,"has_fulltext":false,"cited_by_count":114,"citation_normalized_percentile":{"value":0.99317079,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7966103553771973},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6402627229690552},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.6378339529037476},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5639960169792175},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5476486086845398},{"id":"https://openalex.org/keywords/link-analysis","display_name":"Link analysis","score":0.47921401262283325},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45660024881362915},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4458341896533966},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4375470280647278},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.4152980446815491},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3597581386566162},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2576146125793457}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7966103553771973},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6402627229690552},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.6378339529037476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5639960169792175},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5476486086845398},{"id":"https://openalex.org/C1173588","wikidata":"https://www.wikidata.org/wiki/Q6554294","display_name":"Link analysis","level":2,"score":0.47921401262283325},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45660024881362915},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4458341896533966},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4375470280647278},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.4152980446815491},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3597581386566162},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2576146125793457},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/cvpr.2008.4587502","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2008.4587502","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Conference on Computer Vision and Pattern Recognition","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.cmu.edu:robotics-1341","is_oa":false,"landing_page_url":"http://repository.cmu.edu/cgi/viewcontent.cgi?article=1341&context=robotics","pdf_url":null,"source":{"id":"https://openalex.org/S4306400668","display_name":"Research Showcase @ Carnegie Mellon University (Carnegie Mellon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I74973139","host_organization_name":"Carnegie Mellon University","host_organization_lineage":["https://openalex.org/I74973139"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Robotics Institute","raw_type":"text"},{"id":"pmh:doi:10.1184/r1/6561482","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal contribution"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.193.5948","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.193.5948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.cmu.edu/%7Egunhee/publish/cvpr08_gunhee.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.645.6530","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.645.6530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1580405025","https://openalex.org/W2018934112","https://openalex.org/W2063049279","https://openalex.org/W2066636486","https://openalex.org/W2103658758","https://openalex.org/W2113367658","https://openalex.org/W2114915823","https://openalex.org/W2115733720","https://openalex.org/W2119474464","https://openalex.org/W2121947440","https://openalex.org/W2125493559","https://openalex.org/W2128460414","https://openalex.org/W2129004009","https://openalex.org/W2132914434","https://openalex.org/W2138621811","https://openalex.org/W2151103935","https://openalex.org/W2155979701","https://openalex.org/W2157084238","https://openalex.org/W2166820607","https://openalex.org/W2168002178","https://openalex.org/W2172188317","https://openalex.org/W2172191903"],"related_works":["https://openalex.org/W3196155444","https://openalex.org/W3209574120","https://openalex.org/W3087576162","https://openalex.org/W4287665842","https://openalex.org/W3210156800","https://openalex.org/W4285260836","https://openalex.org/W2368702871","https://openalex.org/W3046775127","https://openalex.org/W3123344745","https://openalex.org/W2092291687"],"abstract_inverted_index":{"We":[0,106,134],"propose":[1],"an":[2,12],"approach":[3],"for":[4],"learning":[5],"visual":[6,31],"models":[7],"of":[8,28,88,126],"object":[9],"categories":[10],"in":[11,15,47,71,92,103,149],"unsupervised":[13,153],"manner":[14],"which":[16,24,44,48],"we":[17,39,115],"first":[18],"build":[19],"a":[20],"large-scale":[21],"complex":[22],"network":[23],"captures":[25],"the":[26,34,52,86,93,109,127],"interactions":[27],"all":[29],"unit":[30],"features":[32,45,91],"across":[33],"entire":[35],"training":[36],"set":[37],"and":[38,78,114],"infer":[40],"information,":[41],"such":[42,74],"as":[43,75],"are":[46,63,112],"categories,":[49],"directly":[50,84],"from":[51,101],"graph":[53,67,94],"by":[54],"using":[55],"link":[56,60],"analysis":[57,61],"techniques.":[58],"The":[59,81],"techniques":[62,69,82,111,129],"based":[64],"on":[65,85,97,130,138,152],"well-established":[66],"mining":[68],"used":[70,148],"diverse":[72],"applications":[73],"WWW,":[76],"bioinformatics,":[77],"social":[79],"networks.":[80],"operate":[83],"patterns":[87],"connections":[89],"between":[90],"rather":[95],"than":[96,143],"statistical":[98],"properties,":[99],"e.g.,":[100],"clustering":[102],"feature":[104],"space.":[105],"argue":[107],"that":[108,117,145],"resulting":[110],"simpler,":[113],"show":[116,136],"they":[118],"perform":[119],"similarly":[120],"or":[121],"better":[122],"compared":[123],"to":[124],"state":[125],"art":[128],"common":[131],"data":[132,141],"sets.":[133],"also":[135],"results":[137],"more":[139],"challenging":[140],"sets":[142],"those":[144],"have":[146],"been":[147],"prior":[150],"work":[151],"modeling.":[154]},"counts_by_year":[{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":16},{"year":2014,"cited_by_count":14},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":12}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}