{"id":"https://openalex.org/W2087382696","doi":"https://doi.org/10.1145/1835804.1835948","title":"Universal multi-dimensional scaling","display_name":"Universal multi-dimensional scaling","publication_year":2010,"publication_date":"2010-07-25","ids":{"openalex":"https://openalex.org/W2087382696","doi":"https://doi.org/10.1145/1835804.1835948","mag":"2087382696"},"language":"en","primary_location":{"id":"doi:10.1145/1835804.1835948","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1835804.1835948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5023738988","display_name":"Arvind Agarwal","orcid":"https://orcid.org/0000-0002-7052-653X"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arvind Agarwal","raw_affiliation_strings":["University of Utah, Salt Lake City, UT, USA","University of Utah, Salt Lake City, UT, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"University of Utah, Salt Lake City, UT, USA#TAB#","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017619650","display_name":"Jeff M. Phillips","orcid":"https://orcid.org/0000-0003-1169-2965"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeff M. Phillips","raw_affiliation_strings":["University of Utah, Salt Lake City, UT, USA","University of Utah, Salt Lake City, UT, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"University of Utah, Salt Lake City, UT, USA#TAB#","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061790878","display_name":"Suresh Venkatasubramanian","orcid":"https://orcid.org/0000-0001-7679-7130"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suresh Venkatasubramanian","raw_affiliation_strings":["University of Utah, Salt Lake City, UT, USA","University of Utah, Salt Lake City, UT, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"University of Utah, Salt Lake City, UT, USA#TAB#","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I223532165"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1149","last_page":"1158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9962000250816345,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9962000250816345,"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/T11106","display_name":"Data Management and Algorithms","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11269","display_name":"Algorithms and Data Compression","score":0.9911999702453613,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.783638596534729},{"id":"https://openalex.org/keywords/subroutine","display_name":"Subroutine","score":0.7700852751731873},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.7421889305114746},{"id":"https://openalex.org/keywords/memory-footprint","display_name":"Memory footprint","score":0.7403098940849304},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.7377846240997314},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.6365885734558105},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6187102198600769},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4714832305908203},{"id":"https://openalex.org/keywords/footprint","display_name":"Footprint","score":0.46743765473365784},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.4598250687122345},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45596402883529663},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4537546634674072},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3980279862880707},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.37744027376174927},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17115211486816406},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09042295813560486}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.783638596534729},{"id":"https://openalex.org/C96147967","wikidata":"https://www.wikidata.org/wiki/Q190686","display_name":"Subroutine","level":2,"score":0.7700852751731873},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.7421889305114746},{"id":"https://openalex.org/C74912251","wikidata":"https://www.wikidata.org/wiki/Q6815727","display_name":"Memory footprint","level":2,"score":0.7403098940849304},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7377846240997314},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.6365885734558105},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6187102198600769},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4714832305908203},{"id":"https://openalex.org/C132943942","wikidata":"https://www.wikidata.org/wiki/Q2562511","display_name":"Footprint","level":2,"score":0.46743765473365784},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.4598250687122345},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45596402883529663},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4537546634674072},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3980279862880707},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.37744027376174927},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17115211486816406},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09042295813560486},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1835804.1835948","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1835804.1835948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.205.9974","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.205.9974","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.utah.edu/%7Ejeffp/papers/sphericalMDS.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W108019484","https://openalex.org/W361578455","https://openalex.org/W1484191163","https://openalex.org/W1488029913","https://openalex.org/W1499673022","https://openalex.org/W1540550673","https://openalex.org/W1564330171","https://openalex.org/W1590776313","https://openalex.org/W1604792744","https://openalex.org/W1880262756","https://openalex.org/W1967152302","https://openalex.org/W1970928279","https://openalex.org/W1993436046","https://openalex.org/W2006309149","https://openalex.org/W2006707333","https://openalex.org/W2019162816","https://openalex.org/W2029706109","https://openalex.org/W2041884394","https://openalex.org/W2043397919","https://openalex.org/W2045390367","https://openalex.org/W2048901266","https://openalex.org/W2061681393","https://openalex.org/W2098078393","https://openalex.org/W2099918640","https://openalex.org/W2109409043","https://openalex.org/W2125391899","https://openalex.org/W2127314673","https://openalex.org/W2151103935","https://openalex.org/W2152825437","https://openalex.org/W2156287497","https://openalex.org/W2161969291","https://openalex.org/W2164240509","https://openalex.org/W2167081989","https://openalex.org/W2169065610","https://openalex.org/W2172219851","https://openalex.org/W2238191081","https://openalex.org/W2479500547","https://openalex.org/W2495084345","https://openalex.org/W2561675875","https://openalex.org/W2979473749","https://openalex.org/W3023814688","https://openalex.org/W4205622916","https://openalex.org/W4252017042","https://openalex.org/W4252316495","https://openalex.org/W4255617862","https://openalex.org/W4292058084","https://openalex.org/W4300694379","https://openalex.org/W6628847081","https://openalex.org/W6629970164","https://openalex.org/W6635281709","https://openalex.org/W6721460976","https://openalex.org/W6723635755","https://openalex.org/W6828693573"],"related_works":["https://openalex.org/W2391861012","https://openalex.org/W2488336788","https://openalex.org/W4285469493","https://openalex.org/W1593224248","https://openalex.org/W2375766869","https://openalex.org/W2080384954","https://openalex.org/W4382519933","https://openalex.org/W3151465598","https://openalex.org/W3137434606","https://openalex.org/W4372263373"],"abstract_inverted_index":{"In":[0,49],"this":[1,93],"paper,":[2],"we":[3,40],"propose":[4],"a":[5,19,34,79,99],"unified":[6],"algorithmic":[7],"framework":[8,94],"for":[9,86,98],"solving":[10],"many":[11],"known":[12],"variants":[13,103],"of":[14,33,55,101],"MDS.":[15],"Our":[16],"algorithm":[17],"is":[18,27],"simple":[20],"iterative":[21],"scheme":[22],"with":[23],"guaranteed":[24],"convergence,":[25,56],"and":[26,45,83],"modular;":[28],"by":[29],"changing":[30],"the":[31,38,52],"internals":[32],"single":[35],"subroutine":[36],"in":[37,61,73],"algorithm,":[39],"can":[41],"switch":[42],"cost":[43],"functions":[44],"target":[46],"spaces":[47],"easily.":[48],"addition":[50],"to":[51,66],"formal":[53],"guarantees":[54],"our":[57],"algorithms":[58],"are":[59],"accurate;":[60],"most":[62],"cases,":[63],"they":[64,77],"converge":[65],"better":[67],"quality":[68],"solutions":[69],"than":[70],"existing":[71],"methods":[72],"comparable":[74],"time.":[75],"Moreover,":[76],"have":[78,105],"small":[80],"memory":[81],"footprint":[82],"scale":[84],"effectively":[85],"large":[87],"data":[88],"sets.":[89],"We":[90],"expect":[91],"that":[92,104],"will":[95],"be":[96],"useful":[97],"number":[100],"MDS":[102],"not":[106],"yet":[107],"been":[108],"studied.":[109]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
