{"id":"https://openalex.org/W4387885653","doi":"https://doi.org/10.1109/tvcg.2023.3326934","title":"Cluster-Aware Grid Layout","display_name":"Cluster-Aware Grid Layout","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387885653","doi":"https://doi.org/10.1109/tvcg.2023.3326934","pmid":"https://pubmed.ncbi.nlm.nih.gov/37871055"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2023.3326934","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2023.3326934","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5047079466","display_name":"Yuxing Zhou","orcid":"https://orcid.org/0000-0001-8061-3867"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuxing Zhou","raw_affiliation_strings":["School of Software, BNRist, Tsinghua University, China"],"affiliations":[{"raw_affiliation_string":"School of Software, BNRist, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066369450","display_name":"Weikai Yang","orcid":"https://orcid.org/0000-0002-6520-1642"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weikai Yang","raw_affiliation_strings":["School of Software, BNRist, Tsinghua University, China"],"affiliations":[{"raw_affiliation_string":"School of Software, BNRist, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101626365","display_name":"Jiashu Chen","orcid":"https://orcid.org/0000-0002-4916-3025"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiashu Chen","raw_affiliation_strings":["School of Software, BNRist, Tsinghua University, China"],"affiliations":[{"raw_affiliation_string":"School of Software, BNRist, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019821536","display_name":"Changjian Chen","orcid":"https://orcid.org/0000-0003-2715-8839"},"institutions":[{"id":"https://openalex.org/I4401726859","display_name":"Kuaishou (China)","ror":"https://ror.org/0258as409","country_code":null,"type":"company","lineage":["https://openalex.org/I4401726859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changjian Chen","raw_affiliation_strings":["Kuaishou Technology, China"],"affiliations":[{"raw_affiliation_string":"Kuaishou Technology, China","institution_ids":["https://openalex.org/I4401726859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075620925","display_name":"Zhiyang Shen","orcid":"https://orcid.org/0000-0002-5126-6461"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyang Shen","raw_affiliation_strings":["School of Software, BNRist, Tsinghua University, China"],"affiliations":[{"raw_affiliation_string":"School of Software, BNRist, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100426931","display_name":"Xiaonan Luo","orcid":"https://orcid.org/0000-0002-0751-5045"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaonan Luo","raw_affiliation_strings":["Guilin University of Electronic Technology, China"],"affiliations":[{"raw_affiliation_string":"Guilin University of Electronic Technology, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109722197","display_name":"Lingyun Yu","orcid":"https://orcid.org/0009-0001-7700-9025"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingyun Yu","raw_affiliation_strings":["Xi&#x0027;an Jiaotong-Liverpool University, China"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Jiaotong-Liverpool University, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105978161","display_name":"Shixia Liu","orcid":"https://orcid.org/0000-0003-4499-6420"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shixia Liu","raw_affiliation_strings":["School of Software, BNRist, Tsinghua University, China"],"affiliations":[{"raw_affiliation_string":"School of Software, BNRist, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5047079466"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":1.5963,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85928512,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"30","issue":"1","first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9955999851226807,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9955999851226807,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.989799976348877,"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"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.986299991607666,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8220269680023193},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.7428916096687317},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.6583138704299927},{"id":"https://openalex.org/keywords/convexity","display_name":"Convexity","score":0.6185632944107056},{"id":"https://openalex.org/keywords/compact-space","display_name":"Compact space","score":0.5280656814575195},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5085786581039429},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4819490611553192},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.42430973052978516},{"id":"https://openalex.org/keywords/grid-file","display_name":"Grid file","score":0.4128912091255188},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32129693031311035},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09230104088783264}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8220269680023193},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.7428916096687317},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.6583138704299927},{"id":"https://openalex.org/C72134830","wikidata":"https://www.wikidata.org/wiki/Q5166524","display_name":"Convexity","level":2,"score":0.6185632944107056},{"id":"https://openalex.org/C18648836","wikidata":"https://www.wikidata.org/wiki/Q381892","display_name":"Compact space","level":2,"score":0.5280656814575195},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5085786581039429},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4819490611553192},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.42430973052978516},{"id":"https://openalex.org/C197148329","wikidata":"https://www.wikidata.org/wiki/Q1546257","display_name":"Grid file","level":4,"score":0.4128912091255188},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32129693031311035},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09230104088783264},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2023.3326934","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2023.3326934","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:37871055","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37871055","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W135629227","https://openalex.org/W183719015","https://openalex.org/W1908460852","https://openalex.org/W1930745793","https://openalex.org/W1969684495","https://openalex.org/W1989113132","https://openalex.org/W2066909004","https://openalex.org/W2074629807","https://openalex.org/W2085669305","https://openalex.org/W2091280331","https://openalex.org/W2100659887","https://openalex.org/W2112796928","https://openalex.org/W2116044718","https://openalex.org/W2120865793","https://openalex.org/W2122814890","https://openalex.org/W2124040105","https://openalex.org/W2131201461","https://openalex.org/W2148413148","https://openalex.org/W2151823074","https://openalex.org/W2153717767","https://openalex.org/W2252962835","https://openalex.org/W2293888570","https://openalex.org/W2343061342","https://openalex.org/W2508354510","https://openalex.org/W2514992200","https://openalex.org/W2516530101","https://openalex.org/W2795434834","https://openalex.org/W2888682129","https://openalex.org/W2913828223","https://openalex.org/W2921870329","https://openalex.org/W2965024236","https://openalex.org/W2969434893","https://openalex.org/W2975462711","https://openalex.org/W2981826815","https://openalex.org/W3005984470","https://openalex.org/W3039754576","https://openalex.org/W3093457167","https://openalex.org/W3118608800","https://openalex.org/W3164124914","https://openalex.org/W3199516194","https://openalex.org/W3203188458","https://openalex.org/W3204150480","https://openalex.org/W3204704144","https://openalex.org/W4200283487","https://openalex.org/W4205342995","https://openalex.org/W4248191435","https://openalex.org/W4283701176","https://openalex.org/W4288761943","https://openalex.org/W4297252763","https://openalex.org/W4297457669","https://openalex.org/W4297459110","https://openalex.org/W4297459897","https://openalex.org/W4297461125","https://openalex.org/W4301392542","https://openalex.org/W4309324523","https://openalex.org/W4310461588","https://openalex.org/W4386282413","https://openalex.org/W6605517700","https://openalex.org/W6787267556","https://openalex.org/W6791353385"],"related_works":["https://openalex.org/W2100354649","https://openalex.org/W2133845290","https://openalex.org/W2141073424","https://openalex.org/W3108499833","https://openalex.org/W1570043218","https://openalex.org/W83197933","https://openalex.org/W2125832599","https://openalex.org/W1776717476","https://openalex.org/W1504340701","https://openalex.org/W2467821300"],"abstract_inverted_index":{"Grid":[0],"visualizations":[1],"are":[2],"widely":[3],"used":[4],"in":[5,60,118],"many":[6],"applications":[7],"to":[8,48,80],"visually":[9],"explain":[10],"a":[11,41,67,106],"set":[12],"of":[13,73,95,108],"data":[14],"and":[15,58,83,111,122],"their":[16],"proximity":[17,82],"relationships.":[18],"However,":[19],"existing":[20],"layout":[21,44,103],"methods":[22],"face":[23],"difficulties":[24],"when":[25],"dealing":[26],"with":[27],"the":[28,33,61,89,93,100],"inherent":[29],"cluster":[30,51,96,120],"structures":[31,52,121],"within":[32,85],"data.":[34],"To":[35],"address":[36],"this":[37],"issue,":[38],"we":[39],"propose":[40],"cluster-aware":[42],"grid":[43,102],"method":[45,65,104],"that":[46,71],"aims":[47,79],"better":[49],"preserve":[50],"by":[53],"simultaneously":[54],"considering":[55],"proximity,":[56],"compactness,":[57],"convexity":[59,94],"optimization":[62,69],"process.":[63],"Our":[64],"utilizes":[66],"hybrid":[68],"strategy":[70],"consists":[72],"two":[74,112],"phases.":[75],"The":[76],"global":[77],"phase":[78,91],"balance":[81],"compactness":[84],"each":[86],"cluster,":[87],"while":[88],"local":[90],"ensures":[92],"shapes.":[97],"We":[98],"evaluate":[99],"proposed":[101],"through":[105],"series":[107],"quantitative":[109],"experiments":[110],"use":[113],"cases,":[114],"demonstrating":[115],"its":[116],"effectiveness":[117],"preserving":[119],"facilitating":[123],"analysis":[124],"tasks.":[125]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}
