{"id":"https://openalex.org/W2016268968","doi":"https://doi.org/10.1117/12.649625","title":"Focus-based filtering + clustering technique for power-law networks with small world phenomenon","display_name":"Focus-based filtering + clustering technique for power-law networks with small world phenomenon","publication_year":2006,"publication_date":"2006-01-15","ids":{"openalex":"https://openalex.org/W2016268968","doi":"https://doi.org/10.1117/12.649625","mag":"2016268968"},"language":"en","primary_location":{"id":"doi:10.1117/12.649625","doi":"https://doi.org/10.1117/12.649625","is_oa":true,"landing_page_url":"https://doi.org/10.1117/12.649625","pdf_url":"https://www.spiedigitallibrary.org/conference-proceedings-of-spie/6060/60600Q/Focus-based-filtering--clustering-technique-for-power-law-networks/10.1117/12.649625.pdf","source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.spiedigitallibrary.org/conference-proceedings-of-spie/6060/60600Q/Focus-based-filtering--clustering-technique-for-power-law-networks/10.1117/12.649625.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022406865","display_name":"Fran\u00e7ois Boutin","orcid":"https://orcid.org/0000-0001-6957-7500","observed_orcids":["https://orcid.org/0000-0001-6957-7500"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois Boutin","raw_affiliation_strings":["LIRMM, CNRS (France)","LIRMM, CNRS, France#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIRMM, CNRS (France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210101743"]},{"raw_affiliation_string":"LIRMM, CNRS, France#TAB#","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210101743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043882460","display_name":"J\u00e9r\u00f4me Thi\u00e8vre","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210125774","display_name":"Institut National de l'Audiovisuel","ror":"https://ror.org/02zwkwz55","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210125774"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J\u00e9r\u00f4me Thi\u00e8vre","raw_affiliation_strings":["INA (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INA (France)","institution_ids":["https://openalex.org/I4210125774"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023078790","display_name":"Mountaz Hasco\u00ebt","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mountaz Hasco\u00ebt","raw_affiliation_strings":["LIRMM, CNRS (France)","LIRMM, CNRS, France#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIRMM, CNRS (France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210101743"]},{"raw_affiliation_string":"LIRMM, CNRS, France#TAB#","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210101743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.026,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.85285525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"6060","issue":"6060","first_page":"60600Q","last_page":"60600Q"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.7006999850273132,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.7006999850273132,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.2506999969482422,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.02630000002682209,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/graph-filtering","display_name":"graph filtering","score":0.734000027179718},{"id":"https://openalex.org/keywords/graph-clustering","display_name":"graph clustering","score":0.9399999976158142},{"id":"https://openalex.org/keywords/power-law-degree-distribution","display_name":"power-law degree distribution","score":0.9580000042915344},{"id":"https://openalex.org/keywords/small-world-networks","display_name":"small-world networks","score":0.9580000042915344},{"id":"https://openalex.org/keywords/network-visualization","display_name":"network visualization","score":0.5370000004768372}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8196008205413818},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7606209516525269},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6711717247962952},{"id":"https://openalex.org/C58103923","wikidata":"https://www.wikidata.org/wiki/Q2286025","display_name":"Silhouette","level":2,"score":0.6217936873435974},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4901169240474701},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.47263404726982117},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4710880517959595},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46660229563713074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30283406376838684},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08927297592163086},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1117/12.649625","doi":"https://doi.org/10.1117/12.649625","is_oa":true,"landing_page_url":"https://doi.org/10.1117/12.649625","pdf_url":"https://www.spiedigitallibrary.org/conference-proceedings-of-spie/6060/60600Q/Focus-based-filtering--clustering-technique-for-power-law-networks/10.1117/12.649625.pdf","source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:lirmm-00128375v1","doi":null,"is_oa":true,"landing_page_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-00128375","pdf_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-00128375v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"Electronic Imaging, Jan 2006, San Jose, CA, United States. pp.60600Q, ⟨10.1117/12.649625⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1117/12.649625","doi":"https://doi.org/10.1117/12.649625","is_oa":true,"landing_page_url":"https://doi.org/10.1117/12.649625","pdf_url":"https://www.spiedigitallibrary.org/conference-proceedings-of-spie/6060/60600Q/Focus-based-filtering--clustering-technique-for-power-law-networks/10.1117/12.649625.pdf","source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2016268968.pdf","grobid_xml":"https://content.openalex.org/works/W2016268968.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1522541290","https://openalex.org/W1524478609","https://openalex.org/W1526644211","https://openalex.org/W1572701995","https://openalex.org/W1573579329","https://openalex.org/W1972640883","https://openalex.org/W1992419399","https://openalex.org/W2008620264","https://openalex.org/W2071353749","https://openalex.org/W2076004455","https://openalex.org/W2099166093","https://openalex.org/W2102664288","https://openalex.org/W2112090702","https://openalex.org/W2114989451","https://openalex.org/W2129979616","https://openalex.org/W2152144380","https://openalex.org/W2161455936","https://openalex.org/W2167482691","https://openalex.org/W2171707538","https://openalex.org/W4239617953","https://openalex.org/W6674599414","https://openalex.org/W7043397492"],"related_works":["https://openalex.org/W4392522122","https://openalex.org/W84797093","https://openalex.org/W2151249461","https://openalex.org/W4362656033","https://openalex.org/W1860927391","https://openalex.org/W2564943149","https://openalex.org/W7096846363","https://openalex.org/W2952495575","https://openalex.org/W2104075446","https://openalex.org/W7098441711"],"abstract_inverted_index":{"Realistic":[0],"interaction":[1],"networks":[2],"usually":[3,36],"present":[4],"two":[5],"main":[6],"properties:":[7],"a":[8,13,38,57,63,68,98,108,119],"power-law":[9,73],"degree":[10,74],"distribution":[11,75],"and":[12,24,49,76,95,117],"small":[14,77],"world":[15,78],"behavior.":[16,79],"Few":[17],"nodes":[18,23,26],"are":[19,27],"linked":[20],"to":[21,29,44],"many":[22],"adjacent":[25],"likely":[28],"share":[30],"common":[31],"neighbors.":[32],"Moreover,":[33],"graph":[34,70,110],"structure":[35,81],"presents":[37],"dense":[39],"core":[40],"that":[41],"is":[42,82,91],"difficult":[43],"explore":[45],"with":[46,71,85],"classical":[47,86],"filtering":[48,59,111],"clustering":[50,113],"techniques.":[51],"In":[52],"this":[53],"paper,":[54],"we":[55],"propose":[56],"new":[58,109],"technique":[60,66],"accounting":[61],"for":[62],"user-focus.":[64,105],"This":[65],"extracts":[67],"tree-like":[69],"also":[72,92],"Resulting":[80],"easily":[83],"drawn":[84],"force-directed":[87],"drawing":[88,115],"algorithms.":[89],"It":[90],"quickly":[93],"clustered":[94],"displayed":[96],"into":[97],"multi-level":[99],"silhouette":[100],"tree":[101],"(MuSi-Tree)":[102],"from":[103],"any":[104],"We":[106],"built":[107],"+":[112,114],"API":[116],"report":[118],"case":[120],"study.":[121]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}