{"id":"https://openalex.org/W4400352001","doi":"https://doi.org/10.1109/tvcg.2024.3423728","title":"Visual Analytics of Multivariate Networks With Representation Learning and Composite Variable Construction","display_name":"Visual Analytics of Multivariate Networks With Representation Learning and Composite Variable Construction","publication_year":2024,"publication_date":"2024-07-05","ids":{"openalex":"https://openalex.org/W4400352001","doi":"https://doi.org/10.1109/tvcg.2024.3423728","pmid":"https://pubmed.ncbi.nlm.nih.gov/38968020","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/12752669"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2024.3423728","doi":"https://doi.org/10.1109/tvcg.2024.3423728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3423728","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,"listed_in":["ccf-a","cwts-core","dongbi-a","doyens","jufo-3","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12752669/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067011479","display_name":"Hsiao-Ying Lu","orcid":"https://orcid.org/0009-0000-1145-9229","observed_orcids":["https://orcid.org/0009-0000-1145-9229"]},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hsiao-Ying Lu","raw_affiliation_strings":["University of California, Davis, CA, USA","University of California, Davis, USA"],"raw_orcid":"https://orcid.org/0009-0000-1145-9229","affiliations":[{"raw_affiliation_string":"University of California, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]},{"raw_affiliation_string":"University of California, Davis, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074006931","display_name":"Takanori Fujiwara","orcid":"https://orcid.org/0000-0002-6382-2752","observed_orcids":["https://orcid.org/0000-0002-6382-2752"]},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Takanori Fujiwara","raw_affiliation_strings":["Linköping University, Linköping, Sweden","Linköping University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Linköping University, Linköping, Sweden","institution_ids":["https://openalex.org/I102134673"]},{"raw_affiliation_string":"Linköping University, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110391315","display_name":"Ming-Yi Chang","orcid":"https://orcid.org/0000-0001-6422-0246","observed_orcids":["https://orcid.org/0000-0001-6422-0246"]},"institutions":[{"id":"https://openalex.org/I114150738","display_name":"Fu Jen Catholic University","ror":"https://ror.org/04je98850","country_code":"TW","type":"education","lineage":["https://openalex.org/I114150738"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Yi Chang","raw_affiliation_strings":["Fu Jen Catholic University (FJU), New Taipei City, Taiwan","Fu Jen Catholic University, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-6422-0246","affiliations":[{"raw_affiliation_string":"Fu Jen Catholic University (FJU), New Taipei City, Taiwan","institution_ids":["https://openalex.org/I114150738"]},{"raw_affiliation_string":"Fu Jen Catholic University, Taiwan","institution_ids":["https://openalex.org/I114150738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026109606","display_name":"Yang-chih Fu","orcid":"https://orcid.org/0000-0002-2207-5623","observed_orcids":["https://orcid.org/0000-0002-2207-5623"]},"institutions":[{"id":"https://openalex.org/I4210101352","display_name":"Institute of Sociology, Academia Sinica","ror":"https://ror.org/00nf7ms20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210101352","https://openalex.org/I84653119"]},{"id":"https://openalex.org/I84653119","display_name":"Academia Sinica","ror":"https://ror.org/05bxb3784","country_code":"TW","type":"facility","lineage":["https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yang-chih Fu","raw_affiliation_strings":["Academia Sinica, Taipei City, Taiwan","Institute of Sociology, Academia Sinica, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-2207-5623","affiliations":[{"raw_affiliation_string":"Academia Sinica, Taipei City, Taiwan","institution_ids":["https://openalex.org/I84653119"]},{"raw_affiliation_string":"Institute of Sociology, Academia Sinica, Taiwan","institution_ids":["https://openalex.org/I4210101352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048647256","display_name":"Anders Ynnerman","orcid":"https://orcid.org/0000-0002-9466-9826","observed_orcids":["https://orcid.org/0000-0002-9466-9826"]},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Anders Ynnerman","raw_affiliation_strings":["Linköping University, Linköping, Sweden","Linköping University, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-9466-9826","affiliations":[{"raw_affiliation_string":"Linköping University, Linköping, Sweden","institution_ids":["https://openalex.org/I102134673"]},{"raw_affiliation_string":"Linköping University, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037161857","display_name":"Kwan\u2010Liu Ma","orcid":"https://orcid.org/0000-0001-8086-0366","observed_orcids":["https://orcid.org/0000-0001-8086-0366"]},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kwan-Liu Ma","raw_affiliation_strings":["University of California, Davis, CA, USA","University of California, Davis, USA"],"raw_orcid":"https://orcid.org/0000-0001-8086-0366","affiliations":[{"raw_affiliation_string":"University of California, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]},{"raw_affiliation_string":"University of California, Davis, USA","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2495,"currency":"USD","value_usd":2495},"apc_paid":null,"fwci":1.2087,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80279232,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"31","issue":"9","first_page":"4937","last_page":"4952"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9980000257492065,"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":0.9980000257492065,"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":0.0005000000237487257,"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/T12536","display_name":"Topological and Geometric Data Analysis","score":0.00019999999494757503,"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/visual-analytics","display_name":"visual analytics","score":0.6669999957084656},{"id":"https://openalex.org/keywords/representation-learning","display_name":"representation learning","score":0.9010000228881836},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.7229999899864197},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.9459999799728394},{"id":"https://openalex.org/keywords/interactive-visualization","display_name":"interactive visualization","score":0.671999990940094},{"id":"https://openalex.org/keywords/social-networks","display_name":"social networks","score":0.6489999890327454},{"id":"https://openalex.org/keywords/social-media-use","display_name":"social media use","score":0.8339999914169312},{"id":"https://openalex.org/keywords/interpretability","display_name":"interpretability","score":0.6759999990463257}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8600419759750366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8201733827590942},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.7144553065299988},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6612169742584229},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.6500517129898071},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6472431421279907},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5755800604820251},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5630971193313599},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5535392165184021},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5524517297744751},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49756672978401184},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4382413625717163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43462488055229187},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4230843782424927},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4123517572879791},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11604833602905273},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/tvcg.2024.3423728","doi":"https://doi.org/10.1109/tvcg.2024.3423728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3423728","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,"listed_in":["ccf-a","cwts-core","dongbi-a","doyens","jufo-3","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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:38968020","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38968020","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,"listed_in":[],"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":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12752669","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12752669/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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 Trans Vis Comput Graph","raw_type":"Text"},{"id":"pmh:oai:arXiv.org:2303.09590","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2303.09590","pdf_url":"https://arxiv.org/pdf/2303.09590","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2303.09590","doi":"https://doi.org/10.48550/arxiv.2303.09590","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2303.09590","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:12752669","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12752669/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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 Trans Vis Comput Graph","raw_type":"Text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1719807459","display_name":"SCH: Smart EHR Data Analytics to Enhance Cancer Care Multiteam Systems","funder_award_id":"R01CA270454","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G3411752198","display_name":null,"funder_award_id":"KAW.2019.0024","funder_id":"https://openalex.org/F4320322327","funder_display_name":"Knut och Alice Wallenbergs Stiftelse"},{"id":"https://openalex.org/G5862222103","display_name":null,"funder_award_id":"2019.0024","funder_id":"https://openalex.org/F4320322327","funder_display_name":"Knut och Alice Wallenbergs Stiftelse"},{"id":"https://openalex.org/G9000895714","display_name":"SMART Cancer Care Teams: Enhancing EHR Communication to Improve Interprofessional Teamwork","funder_award_id":"R01CA273058","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"}],"funders":[{"id":"https://openalex.org/F4320322327","display_name":"Knut och Alice Wallenbergs Stiftelse","ror":"https://ror.org/004hzzk67"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400352001.pdf","grobid_xml":"https://content.openalex.org/works/W4400352001.grobid-xml"},"referenced_works_count":83,"referenced_works":["https://openalex.org/W38619841","https://openalex.org/W160080120","https://openalex.org/W772319615","https://openalex.org/W898167003","https://openalex.org/W1513214262","https://openalex.org/W1852455026","https://openalex.org/W1939177925","https://openalex.org/W1974767305","https://openalex.org/W1975900269","https://openalex.org/W1982959864","https://openalex.org/W1985342513","https://openalex.org/W2001490833","https://openalex.org/W2017539895","https://openalex.org/W2052072249","https://openalex.org/W2070626686","https://openalex.org/W2079777091","https://openalex.org/W2080526455","https://openalex.org/W2085369494","https://openalex.org/W2086886525","https://openalex.org/W2104812688","https://openalex.org/W2122825543","https://openalex.org/W2135415614","https://openalex.org/W2141986476","https://openalex.org/W2147512934","https://openalex.org/W2150231912","https://openalex.org/W2155423555","https://openalex.org/W2163825541","https://openalex.org/W2187483593","https://openalex.org/W2282821441","https://openalex.org/W2287322623","https://openalex.org/W2345907131","https://openalex.org/W2394669110","https://openalex.org/W2519887557","https://openalex.org/W2618851150","https://openalex.org/W2624431344","https://openalex.org/W2751631820","https://openalex.org/W2751642492","https://openalex.org/W2751731070","https://openalex.org/W2752662042","https://openalex.org/W2755790450","https://openalex.org/W2784769278","https://openalex.org/W2795752238","https://openalex.org/W2899831870","https://openalex.org/W2904619680","https://openalex.org/W2907492528","https://openalex.org/W2943864384","https://openalex.org/W2956281901","https://openalex.org/W2956831428","https://openalex.org/W2962756421","https://openalex.org/W2963512530","https://openalex.org/W2963707011","https://openalex.org/W2964243445","https://openalex.org/W2970971581","https://openalex.org/W2971083425","https://openalex.org/W2975462711","https://openalex.org/W2997591727","https://openalex.org/W3003257820","https://openalex.org/W3003794402","https://openalex.org/W3015926775","https://openalex.org/W3034069517","https://openalex.org/W3035517615","https://openalex.org/W3085113638","https://openalex.org/W3118966158","https://openalex.org/W3128261063","https://openalex.org/W3134776044","https://openalex.org/W3135416636","https://openalex.org/W3174970873","https://openalex.org/W3177269615","https://openalex.org/W3204913924","https://openalex.org/W3211394146","https://openalex.org/W3217641393","https://openalex.org/W4213136681","https://openalex.org/W4235019172","https://openalex.org/W4289321083","https://openalex.org/W4295106816","https://openalex.org/W4296907580","https://openalex.org/W4307433298","https://openalex.org/W4309668639","https://openalex.org/W4319311001","https://openalex.org/W4362692773","https://openalex.org/W4382240291","https://openalex.org/W4387917972","https://openalex.org/W4394304100"],"related_works":["https://openalex.org/W4225011952","https://openalex.org/W2126572159","https://openalex.org/W2956831428","https://openalex.org/W7163069095","https://openalex.org/W2751631820","https://openalex.org/W2112837953","https://openalex.org/W2377004902","https://openalex.org/W151630907","https://openalex.org/W3130467784","https://openalex.org/W4293027574"],"abstract_inverted_index":{"Multivariate":[0],"networks":[1,18,34,46,131,152],"are":[2,49,136],"commonly":[3],"found":[4],"in":[5,16],"real-world":[6],"data-driven":[7],"applications.":[8],"Uncovering":[9],"and":[10,41,80,86,98,158],"understanding":[11],"the":[12,45,50,57,73,77,105,142,161],"relations":[13],"of":[14,44,52,59,66,94,115,144],"interest":[15],"multivariate":[17,33],"is":[19,118],"not":[20],"a":[21,27,60,67,83,91,119],"trivial":[22],"task.":[23],"This":[24],"paper":[25],"presents":[26],"visual":[28],"analytics":[29],"workflow":[30,64,146,162],"for":[31,96],"studying":[32],"to":[35,56,71,89,138],"extract":[36],"associations":[37],"between":[38],"different":[39],"structural":[40],"semantic":[42],"characteristics":[43],"(e.g.,":[47],"what":[48],"combinations":[51],"attributes":[53],"largely":[54],"relating":[55],"density":[58],"social":[61,155],"network?).":[62],"The":[63],"consists":[65],"neural-network-based":[68],"learning":[69],"phase":[70,88,102],"classify":[72],"data":[74],"based":[75],"on":[76,151],"chosen":[78],"input":[79],"output":[81],"attributes,":[82],"dimensionality":[84],"reduction":[85],"optimization":[87],"produce":[90],"simplified":[92],"set":[93],"results":[95],"examination,":[97],"finally":[99],"an":[100,108],"interpreting":[101],"conducted":[103],"by":[104,129],"user":[106],"through":[107],"interactive":[109],"visualization":[110],"interface.":[111],"A":[112],"key":[113],"part":[114],"our":[116],"design":[117],"composite":[120],"variable":[121],"construction":[122],"step":[123],"that":[124,135],"remodels":[125],"nonlinear":[126],"features":[127,134],"obtained":[128],"neural":[130],"into":[132],"linear":[133],"intuitive":[137],"interpret.":[139],"We":[140],"demonstrate":[141],"capabilities":[143],"this":[145],"with":[147,163],"multiple":[148],"case":[149],"studies":[150],"derived":[153],"from":[154,166],"media":[156],"usage":[157],"also":[159],"evaluate":[160],"qualitative":[164],"feedback":[165],"experts.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-07-06T00:00:00"}