{"id":"https://openalex.org/W3008070742","doi":"https://doi.org/10.5555/1756006.1756019","title":"Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization","display_name":"Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization","publication_year":2010,"publication_date":"2010-03-01","ids":{"openalex":"https://openalex.org/W3008070742","doi":"https://doi.org/10.5555/1756006.1756019","mag":"3008070742"},"language":"en","primary_location":{"id":"mag:3008070742","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/1756006.1756019","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of Machine Learning Research","raw_type":null},"type":"article","indexed_in":[],"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/A5055157353","display_name":"VennaJarkko","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"VennaJarkko","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103891789","display_name":"PeltonenJaakko","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"PeltonenJaakko","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012459881","display_name":"NyboKristian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"NyboKristian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056337407","display_name":"AidosHelena","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"AidosHelena","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5035635003","display_name":"KaskiSamuel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"KaskiSamuel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.2351,"has_fulltext":false,"cited_by_count":181,"citation_normalized_percentile":{"value":0.98927045,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8424000144004822,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8424000144004822,"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/T10057","display_name":"Face and Expression Recognition","score":0.8324999809265137,"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/T10799","display_name":"Data Visualization and Analytics","score":0.7688000202178955,"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/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.7889888286590576},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.74574875831604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6240682601928711},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5093844532966614},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.46159693598747253},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.454444020986557},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.44928833842277527},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.438848614692688},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.42958080768585205},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.4150720238685608},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3647802174091339},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32358360290527344},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.284271240234375}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7889888286590576},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.74574875831604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6240682601928711},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5093844532966614},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.46159693598747253},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.454444020986557},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.44928833842277527},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.438848614692688},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.42958080768585205},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.4150720238685608},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3647802174091339},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32358360290527344},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.284271240234375},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3008070742","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/1756006.1756019","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Journal of Machine Learning Research","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2140221871","https://openalex.org/W2082730434","https://openalex.org/W2951111372","https://openalex.org/W2945762397","https://openalex.org/W2044527634","https://openalex.org/W1945230793","https://openalex.org/W1980402321","https://openalex.org/W2992126183","https://openalex.org/W1532059550","https://openalex.org/W1557571920","https://openalex.org/W1975141180","https://openalex.org/W3089288977","https://openalex.org/W1784049314","https://openalex.org/W149215449","https://openalex.org/W2086461919","https://openalex.org/W2943863288","https://openalex.org/W1778107189","https://openalex.org/W2099561919","https://openalex.org/W2061745787","https://openalex.org/W2072972540"],"abstract_inverted_index":{"Nonlinear":[0],"dimensionality":[1],"reduction":[2],"methods":[3,14],"are":[4],"often":[5],"used":[6],"to":[7],"visualize":[8],"high-dimensional":[9],"data,":[10],"although":[11],"the":[12],"existing":[13],"have":[15],"been":[16],"designed":[17],"for":[18],"other":[19],"related":[20],"tasks":[21],"such":[22],"as":[23],"manifold":[24],"learning.":[25],"It":[26],"...":[27]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":15},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":15},{"year":2014,"cited_by_count":25},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":8}],"updated_date":"2025-10-10T17:16:08.811792","created_date":"2025-10-10T00:00:00"}