{"id":"https://openalex.org/W2129735204","doi":"https://doi.org/10.3217/jucs-011-11-1806","title":"Visualization of High-Dimensional Data via Orthogonal Curves","display_name":"Visualization of High-Dimensional Data via Orthogonal Curves","publication_year":2005,"publication_date":"2005-11-28","ids":{"openalex":"https://openalex.org/W2129735204","doi":"https://doi.org/10.3217/jucs-011-11-1806","mag":"2129735204"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.106.3021","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.106.3021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.jukm.org/jucs_11_11/visualization_of_high_dimensional/jucs_11_11_1806_1819_garc_a_osorio.pdf","raw_type":"text"},"type":"article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/6996889","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013580074","display_name":"C\u00e9sar Garc\u00eda\u2010Osorio","orcid":"https://orcid.org/0000-0002-1206-1084"},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C\u00e9sar Garc\u00eda-osorio","raw_affiliation_strings":["University of Burgos;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Burgos;","institution_ids":["https://openalex.org/I46176106"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038508966","display_name":"Colin Fyfe","orcid":null},"institutions":[{"id":"https://openalex.org/I868834043","display_name":"University of the West of Scotland","ror":"https://ror.org/04w3d2v20","country_code":"GB","type":"education","lineage":["https://openalex.org/I868834043"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Colin Fyfe","raw_affiliation_strings":["University of The West of Scotland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of The West of Scotland","institution_ids":["https://openalex.org/I868834043"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6821,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.77829201,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9970999956130981,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9970999956130981,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9954000115394592,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9937999844551086,"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":0.8182123899459839},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.6039407253265381},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.575616180896759},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5559454560279846},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5532401204109192},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5384312868118286},{"id":"https://openalex.org/keywords/point-cloud","display_name":"Point cloud","score":0.4643777906894684},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.44998878240585327},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.429245263338089},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4243661165237427},{"id":"https://openalex.org/keywords/hilbert-curve","display_name":"Hilbert curve","score":0.4165305495262146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3518417477607727},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3378616273403168},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32129237055778503},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17330801486968994},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.12144416570663452}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8182123899459839},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.6039407253265381},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.575616180896759},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5559454560279846},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5532401204109192},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5384312868118286},{"id":"https://openalex.org/C131979681","wikidata":"https://www.wikidata.org/wiki/Q1899648","display_name":"Point cloud","level":2,"score":0.4643777906894684},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.44998878240585327},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.429245263338089},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4243661165237427},{"id":"https://openalex.org/C2781142347","wikidata":"https://www.wikidata.org/wiki/Q1366592","display_name":"Hilbert curve","level":2,"score":0.4165305495262146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3518417477607727},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3378616273403168},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32129237055778503},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17330801486968994},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.12144416570663452},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.106.3021","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.106.3021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.jukm.org/jucs_11_11/visualization_of_high_dimensional/jucs_11_11_1806_1819_garc_a_osorio.pdf","raw_type":"text"},{"id":"pmh:oai:zenodo.org:6996889","is_oa":true,"landing_page_url":"https://zenodo.org/record/6996889","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"JUCS - Journal of Universal Computer Science 11((11)) 1806-1819","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:6996889","is_oa":true,"landing_page_url":"https://zenodo.org/record/6996889","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"JUCS - Journal of Universal Computer Science 11((11)) 1806-1819","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W127066283","https://openalex.org/W188592340","https://openalex.org/W198991843","https://openalex.org/W1484471363","https://openalex.org/W1588590815","https://openalex.org/W1978841917","https://openalex.org/W1984332335","https://openalex.org/W1985218505","https://openalex.org/W1991758819","https://openalex.org/W2022995836","https://openalex.org/W2023202204","https://openalex.org/W2051415232","https://openalex.org/W2059471189","https://openalex.org/W2064751934","https://openalex.org/W2074126466","https://openalex.org/W2102056728","https://openalex.org/W2113060184","https://openalex.org/W2125334673","https://openalex.org/W2267185569","https://openalex.org/W2321212039","https://openalex.org/W2914973542"],"related_works":["https://openalex.org/W2064751934","https://openalex.org/W2201337016","https://openalex.org/W1984332335","https://openalex.org/W2550016794","https://openalex.org/W1594830728","https://openalex.org/W2089396017","https://openalex.org/W2054324564","https://openalex.org/W2320548322","https://openalex.org/W1014568344","https://openalex.org/W1490311050","https://openalex.org/W2293549642","https://openalex.org/W2107494622","https://openalex.org/W2137426657","https://openalex.org/W2009751730","https://openalex.org/W10735722","https://openalex.org/W2480358371","https://openalex.org/W1999136706","https://openalex.org/W2107723062","https://openalex.org/W2167113819","https://openalex.org/W2426354522"],"abstract_inverted_index":{"Abstract:":[0],"Computers":[1],"are":[2,112,163],"still":[3],"much":[4],"less":[5],"useful":[6],"than":[7,43],"the":[8,11,73,98,101,109,118,151,158,166],"ability":[9,18],"of":[10,48,64,66,95,100,108,143,165],"human":[12,87],"eye":[13,91],"for":[14,114],"pattern":[15],"matching.":[16],"This":[17],"can":[19,88,140],"be":[20],"used":[21],"quite":[22],"straightforwardly":[23],"to":[24,81],"identify":[25,105],"structure":[26],"in":[27,58,117,123,129,137,153],"a":[28,79,93,131,154],"data":[29,39,84,102,119,144,159],"set":[30,94],"when":[31],"it":[32],"is":[33,50,126,135],"two":[34],"or":[35],"three":[36],"dimensional.":[37],"With":[38,72],"sets":[40],"with":[41],"more":[42],"3":[44],"dimensions":[45],"some":[46],"kind":[47],"transformation":[49],"always":[51],"necessary.":[52],"In":[53],"this":[54,124],"paper":[55],"we":[56,77,139,148],"review":[57],"depth":[59],"and":[60,62,104],"present":[61],"extension":[63,128],"one":[65],"these":[67],"mechanisms:":[68],"Andrews":[69,74],"\u2019":[70,75],"curves.":[71],"curves":[76,96,110],"use":[78],"curve":[80],"represent":[82],"each":[83],"point.":[85],"A":[86],"run":[89],"his":[90],"along":[92,150],"(representing":[97],"members":[99,164],"set)":[103],"particular":[106],"regions":[107],"which":[111,130,138,160],"optimal":[113],"identifying":[115],"clusters":[116],"set.":[120],"Of":[121],"interest":[122],"context,":[125],"our":[127],"moving":[132,146],"three-dimensional":[133],"image":[134],"created":[136],"see":[141],"clouds":[142],"points":[145],"as":[147],"move":[149],"curves;":[152],"very":[155],"real":[156],"sense,":[157],"dance":[161],"together":[162],"same":[167],"cluster.":[168]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":6},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":3}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2016-06-24T00:00:00"}
