{"id":"https://openalex.org/W2216984823","doi":"https://doi.org/10.1109/icassp.2016.7472120","title":"Visualizations relevant to the user by multi-view latent variable factorization","display_name":"Visualizations relevant to the user by multi-view latent variable factorization","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2216984823","doi":"https://doi.org/10.1109/icassp.2016.7472120","mag":"2216984823"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2016.7472120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7472120","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1512.07807","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000486333","display_name":"Seppo Virtanen","orcid":"https://orcid.org/0000-0001-9556-1369"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Seppo Virtanen","raw_affiliation_strings":["Department of Statistics, University of Warwick"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Warwick","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000594867","display_name":"Homayun Afrabandpey","orcid":"https://orcid.org/0000-0001-7639-1501"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Homayun Afrabandpey","raw_affiliation_strings":["Department of Computer Science, Aalto University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalto University","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018305257","display_name":"Samuel Kaski","orcid":"https://orcid.org/0000-0003-1925-9154"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Samuel Kaski","raw_affiliation_strings":["Department of Computer Science, Aalto University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalto University","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000486333"],"corresponding_institution_ids":["https://openalex.org/I39555362"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00218203,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":null,"first_page":"2464","last_page":"2468"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9961000084877014,"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":0.9961000084877014,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9943000078201294,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9835000038146973,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8041682839393616},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5959376692771912},{"id":"https://openalex.org/keywords/parameterized-complexity","display_name":"Parameterized complexity","score":0.5801074504852295},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.5690798759460449},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5179678201675415},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5137006044387817},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4695338010787964},{"id":"https://openalex.org/keywords/latent-variable","display_name":"Latent variable","score":0.4459270238876343},{"id":"https://openalex.org/keywords/data-exploration","display_name":"Data exploration","score":0.4328683614730835},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3980695903301239},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3861289620399475},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.383627325296402},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3720247149467468},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.34923726320266724},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3060445785522461},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2818642556667328},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15824076533317566}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8041682839393616},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5959376692771912},{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.5801074504852295},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.5690798759460449},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5179678201675415},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5137006044387817},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4695338010787964},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.4459270238876343},{"id":"https://openalex.org/C2780977526","wikidata":"https://www.wikidata.org/wiki/Q42417149","display_name":"Data exploration","level":3,"score":0.4328683614730835},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3980695903301239},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3861289620399475},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.383627325296402},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3720247149467468},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.34923726320266724},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3060445785522461},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2818642556667328},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15824076533317566}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icassp.2016.7472120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7472120","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1512.07807","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1512.07807","pdf_url":"https://arxiv.org/pdf/1512.07807","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/52913","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/52913","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on Acoustics, Speech, and Signal Processing","raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1512.07807","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1512.07807","pdf_url":"https://arxiv.org/pdf/1512.07807","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1599412172","https://openalex.org/W1989164753","https://openalex.org/W2001141328","https://openalex.org/W2009134948","https://openalex.org/W2053186076","https://openalex.org/W2097308346","https://openalex.org/W2098392074","https://openalex.org/W2121568632","https://openalex.org/W2136748816","https://openalex.org/W2137570937","https://openalex.org/W2140221871","https://openalex.org/W2150102617","https://openalex.org/W2157444450","https://openalex.org/W2161056387","https://openalex.org/W3008070742","https://openalex.org/W3120740533","https://openalex.org/W6674684020","https://openalex.org/W6680211871","https://openalex.org/W6680590460","https://openalex.org/W6683161245","https://openalex.org/W6683791267"],"related_works":["https://openalex.org/W2051058708","https://openalex.org/W1494268238","https://openalex.org/W2616125534","https://openalex.org/W2963987720","https://openalex.org/W3022187094","https://openalex.org/W2146310005","https://openalex.org/W2963790827","https://openalex.org/W3190687883","https://openalex.org/W2786010873","https://openalex.org/W4310661400"],"abstract_inverted_index":{"A":[0],"main":[1],"goal":[2,41],"of":[3,60,108,125,143],"data":[4,33,50,92,95,150],"visualization":[5],"is":[6,42,112,120,146],"to":[7,16,23,43,105],"find,":[8],"from":[9],"among":[10],"all":[11],"the":[12,17,24,35,40,48,52,61,69,74,90,118,126,129,134,144],"available":[13],"alternatives,":[14],"mappings":[15],"2D/3D":[18],"display":[19,119],"which":[20,45,58,82,87,102,117],"are":[21,99,103],"relevant":[22],"user.":[25],"Assuming":[26],"user":[27,97],"interaction":[28],"data,":[29],"or":[30,37],"other":[31,130],"auxiliary":[32],"about":[34],"items":[36],"their":[38],"relationships,":[39],"identify":[44],"aspects":[46,59,88,135],"in":[47,68,81,89,116,138],"primary":[49,70],"support":[51,67],"user's":[53,62],"input":[54,65],"and,":[55],"equally":[56],"importantly,":[57],"potentially":[63],"noisy":[64],"have":[66],"data.":[71],"For":[72],"solving":[73],"problem,":[75],"we":[76],"introduce":[77],"a":[78,83,113,123,139],"multi-view":[79],"embedding":[80],"latent":[84],"factorization":[85,111,127],"identifies":[86],"two":[91],"views":[93],"(primary":[94],"and":[96,101,128],"data)":[98],"related":[100],"specific":[104],"only":[106],"one":[107],"them.":[109],"The":[110],"generative":[114],"model":[115,145],"parameterized":[121],"as":[122],"part":[124],"factors":[131],"explain":[132],"away":[133],"not":[136],"expressible":[137],"two-dimensional":[140],"display.":[141],"Functioning":[142],"demonstrated":[147],"on":[148],"several":[149],"sets.":[151]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2016-06-24T00:00:00"}
