{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T14:46:51Z","timestamp":1770994011232,"version":"3.50.1"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2017,4,20]],"date-time":"2017-04-20T00:00:00Z","timestamp":1492646400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2017,4,20]],"date-time":"2017-04-20T00:00:00Z","timestamp":1492646400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/100000183","name":"Army Research Office","doi-asserted-by":"publisher","award":["W911NF-12-1-0276"],"award-info":[{"award-number":["W911NF-12-1-0276"]}],"id":[{"id":"10.13039\/100000183","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000183","name":"Army Research Office","doi-asserted-by":"publisher","award":["W911NF-16-1-0081"],"award-info":[{"award-number":["W911NF-16-1-0081"]}],"id":[{"id":"10.13039\/100000183","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000893","name":"Simons Foundation","doi-asserted-by":"publisher","award":["318812"],"award-info":[{"award-number":["318812"]}],"id":[{"id":"10.13039\/100000893","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["EPJ Data Sci."],"published-print":{"date-parts":[[2017,12]]},"DOI":"10.1140\/epjds\/s13688-017-0098-4","type":"journal-article","created":{"date-parts":[[2017,4,20]],"date-time":"2017-04-20T04:03:05Z","timestamp":1492660985000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["BiFold visualization of bipartite datasets"],"prefix":"10.1140","volume":"6","author":[{"given":"Yazhen","family":"Jiang","sequence":"first","affiliation":[]},{"given":"Joseph D","family":"Skufca","sequence":"additional","affiliation":[]},{"given":"Jie","family":"Sun","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,4,20]]},"reference":[{"key":"98_CR1","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-540-70956-5_1","volume-title":"Information visualization","author":"J-D Fekete","year":"2008","unstructured":"Fekete J-D, van Wijk JJ, Stasko JT, North C (2008) The value of information visualization. In: Kerren A et al. (eds) Information visualization. LNCS, vol\u00a04950, pp\u00a01-18"},{"issue":"1","key":"98_CR2","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1080\/00031305.1993.10475925","volume":"47","author":"I Spence","year":"1993","unstructured":"Spence I, Garrison RF (1993) A remarkable scatterplot. Am Stat 47(1):12-19","journal-title":"Am Stat"},{"key":"98_CR3","volume-title":"Information visualization in data mining and knowledge discovery","year":"2001","unstructured":"Fayyad U, Grinstein G, Wierse A (eds.) (2001) Information visualization in data mining and knowledge discovery. Kaufmann, San Francisco"},{"key":"98_CR4","doi-asserted-by":"publisher","first-page":"7499","DOI":"10.1073\/pnas.0400280101","volume":"101","author":"MT Gastner","year":"2004","unstructured":"Gastner MT, Newman MEJ (2004) Diffusion-based method for producing density equalizing maps. Proc Natl Acad Sci USA 101:7499-7504","journal-title":"Proc Natl Acad Sci USA"},{"key":"98_CR5","doi-asserted-by":"publisher","first-page":"618","DOI":"10.1073\/pnas.0408746102","volume":"102","author":"GE Sims","year":"2005","unstructured":"Sims GE, Choi I-G, Kim S-H (2005) Protein conformational space in higher order \u03d5-\u03c8 maps. Proc Natl Acad Sci USA 102:618-621","journal-title":"Proc Natl Acad Sci USA"},{"issue":"1","key":"98_CR6","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1109\/MCG.2009.6","volume":"29","author":"M Chen","year":"2009","unstructured":"Chen M et al. (2009) Data, information and knowledge in visualization. IEEE Comput Graph Appl 29(1):12-19","journal-title":"IEEE Comput Graph Appl"},{"key":"98_CR7","doi-asserted-by":"publisher","DOI":"10.1038\/srep00151","volume":"1","author":"T Nishikawa","year":"2011","unstructured":"Nishikawa T, Motter AE (2011) Discovering network structure beyond communities. Sci Rep 1:151","journal-title":"Sci Rep"},{"key":"98_CR8","doi-asserted-by":"publisher","first-page":"202","DOI":"10.1073\/pnas.1321405111","volume":"111","author":"K Shekhar","year":"2014","unstructured":"Shekhar K, Brodin P, Davis MM, Chakraborty AK (2014) Automatic classification of cellular expression by nonlinear stochastic embedding (ACCENSE). Proc Natl Acad Sci USA 111:202-207","journal-title":"Proc Natl Acad Sci USA"},{"key":"98_CR9","doi-asserted-by":"crossref","DOI":"10.1201\/9781420036121","volume-title":"Multidimensional scaling","author":"TF Cox","year":"2000","unstructured":"Cox TF, Cox MAA (2000) Multidimensional scaling, 2nd edn. Chapman & Hall\/CRC, London","edition":"2"},{"key":"98_CR10","volume-title":"Modern multidimensional scaling: theory and applications","author":"I Borg","year":"2005","unstructured":"Borg I, Groenen PJF (2005) Modern multidimensional scaling: theory and applications, 2nd edn. Sprinter, New York","edition":"2"},{"key":"98_CR11","doi-asserted-by":"publisher","first-page":"386","DOI":"10.1126\/science.1250298","volume":"344","author":"JT Vogelstein","year":"2014","unstructured":"Vogelstein JT et al. (2014) Discovery of brainwide neural-behavioral maps via multiscale unsupervised structure learning. Science 344:386-392","journal-title":"Science"},{"key":"98_CR12","doi-asserted-by":"publisher","first-page":"929","DOI":"10.1073\/pnas.0708778105","volume":"105","author":"RE Engeszer","year":"2008","unstructured":"Engeszer RE, Wang G, Ryan MJ, Parichy DM (2008) Sex-specific perceptual spaces for a vertebrate basal social aggregative behavior. Proc Natl Acad Sci USA 105:929-933","journal-title":"Proc Natl Acad Sci USA"},{"key":"98_CR13","doi-asserted-by":"publisher","first-page":"1539","DOI":"10.1126\/science.1174159","volume":"325","author":"P Carme\u00f1o","year":"2009","unstructured":"Carme\u00f1o P, Falkowski PG (2009) Controls on diatom biogeography in the ocean. Science 325:1539-1541","journal-title":"Science"},{"key":"98_CR14","doi-asserted-by":"publisher","first-page":"1168","DOI":"10.1073\/pnas.0508601103","volume":"103","author":"AM Bronstein","year":"2006","unstructured":"Bronstein AM, Bronstein MM, Kimmel R (2006) Generalized multidimensional scaling: a framework for isometry-invariant partial surface matching. Proc Natl Acad Sci USA 103:1168-1172","journal-title":"Proc Natl Acad Sci USA"},{"key":"98_CR15","doi-asserted-by":"publisher","first-page":"16916","DOI":"10.1073\/pnas.1018393108","volume":"108","author":"AD Shieh","year":"2011","unstructured":"Shieh AD, Hashimoto TB, Airoldi EM (2011) Tree preserving embedding. Proc Natl Acad Sci USA 108:16916-16921","journal-title":"Proc Natl Acad Sci USA"},{"key":"98_CR16","doi-asserted-by":"publisher","first-page":"18052","DOI":"10.1073\/pnas.1308708110","volume":"110","author":"Y Aflaloa","year":"2013","unstructured":"Aflaloa Y, Kimmel R (2013) Spectral multidimensional scaling. Proc Natl Acad Sci USA 110:18052-18057","journal-title":"Proc Natl Acad Sci USA"},{"issue":"6","key":"98_CR17","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0020284","volume":"6","author":"A Bauer-Mehren","year":"2011","unstructured":"Bauer-Mehren A et al. (2011) Gene-disease network analysis reveals functional modules in mendelian, complex and environmental diseases. PLoS ONE 6(6):e20284","journal-title":"PLoS ONE"},{"issue":"4","key":"98_CR18","doi-asserted-by":"publisher","first-page":"1321","DOI":"10.1137\/050634177","volume":"66","author":"G Craciun","year":"2006","unstructured":"Craciun G, Feinberg M (2006) Multiple equilibria in complex chemical reaction networks: II. The species-reaction graph. SIAM J Appl Math 66(4):1321-1338","journal-title":"SIAM J Appl Math"},{"issue":"3","key":"98_CR19","doi-asserted-by":"publisher","first-page":"453","DOI":"10.1093\/biomet\/58.3.453","volume":"58","author":"KR Gabriel","year":"1971","unstructured":"Gabriel KR (1971) The biplot graphic display of matrices with application to principal component analysis. Biometrika 58(3):453-467","journal-title":"Biometrika"},{"issue":"1","key":"98_CR20","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1007\/BF02288932","volume":"25","author":"JF Bennett","year":"1960","unstructured":"Bennett JF, Hays HL (1960) Multidimensional unfolding: determining the dimensionality of ranked preference data. Psychometrika 25(1):27-43","journal-title":"Psychometrika"},{"key":"98_CR21","first-page":"417","volume":"24","author":"H Hotelling","year":"1933","unstructured":"Hotelling H (1933) Analysis of a complex of statistical variables into principal components. J\u00a0Educ Psychol 24:417-441, 498-520","journal-title":"J\u00a0Educ Psychol"},{"key":"98_CR22","first-page":"36","volume":"12","author":"M Richardson","year":"1933","unstructured":"Richardson M, Kuder GF (1933) Making a rating scale that measures. Pers\u00a0J 12:36-40","journal-title":"Pers\u00a0J"},{"key":"98_CR23","doi-asserted-by":"publisher","first-page":"520","DOI":"10.1017\/S0305004100013517","volume":"31","author":"HO Hirschfeld","year":"1935","unstructured":"Hirschfeld HO (1935) A connection between correlation and contingency. Proc Camb Philos Soc 31:520-524","journal-title":"Proc Camb Philos Soc"},{"issue":"3","key":"98_CR24","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1093\/biomet\/75.3.445","volume":"75","author":"JC Gower","year":"1988","unstructured":"Gower JC, Harding SA (1988) Nonlinear biplots. Biometrika 75(3):445-455","journal-title":"Biometrika"},{"issue":"3","key":"98_CR25","doi-asserted-by":"publisher","first-page":"475","DOI":"10.1093\/biomet\/79.3.475","volume":"79","author":"JC Gower","year":"1992","unstructured":"Gower JC (1992) Generalized biplots. Biometrika 79(3):475-493","journal-title":"Biometrika"},{"key":"98_CR26","volume-title":"Deep South: a social anthropological study of caste and class","author":"A Davis","year":"1941","unstructured":"Davis A, Gardner BB, Gardner MR (1941) Deep South: a social anthropological study of caste and class. University of Chicago Press, Chicago"},{"key":"98_CR27","volume-title":"Dynamic social network modeling and analysis","author":"LC Freeman","year":"2003","unstructured":"Freeman LC (2003) Finding social groups: a meta-analysis of the southern women data. In: Ronald B, Kathleen C, Philippa P (eds) Dynamic social network modeling and analysis. National Academies Press, Washington"},{"key":"98_CR28","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1016\/j.socnet.2005.04.005","volume":"28","author":"S Field","year":"2006","unstructured":"Field S, Frank KA, Schill K (2006) Identifying positions from affiliation networks: preserving the duality of people and events. Soc Netw 28:97-123","journal-title":"Soc Netw"},{"key":"98_CR29","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511529993","volume-title":"Topics in algebraic graph theory","author":"LW Beineke","year":"2004","unstructured":"Beineke LW, Wilso RJ (2004) Topics in algebraic graph theory. Cambridge University Press, Cambridge"},{"issue":"20","key":"98_CR30","doi-asserted-by":"publisher","first-page":"7057","DOI":"10.1073\/pnas.0500191102","volume":"102","author":"MA Porter","year":"2005","unstructured":"Porter MA, Mucha PJ, Newman MEJ, Warmbrand CW (2005) A network analysis of committees in the U.S. House of Representatives. Proc Natl Acad Sci USA 102(20):7057-7062","journal-title":"Proc Natl Acad Sci USA"},{"key":"98_CR31","doi-asserted-by":"publisher","DOI":"10.1038\/srep00196","volume":"1","author":"Y-Y Ahn","year":"2011","unstructured":"Ahn Y-Y, Ahnert SE, Bagrow JP, Barab\u00e1si A-L (2011) Flavor network and the principles of food pairing. Sci Rep 1:196","journal-title":"Sci Rep"},{"key":"98_CR32","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1038\/234034a0","volume":"234","author":"M Levandowsky","year":"1971","unstructured":"Levandowsky M, Winter D (1971) Distance between sets. Nature 234:34-35","journal-title":"Nature"}],"container-title":["EPJ Data Science"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1140\/epjds\/s13688-017-0098-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1140\/epjds\/s13688-017-0098-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1140\/epjds\/s13688-017-0098-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,23]],"date-time":"2024-06-23T17:34:48Z","timestamp":1719164088000},"score":1,"resource":{"primary":{"URL":"https:\/\/epjdatascience.springeropen.com\/articles\/10.1140\/epjds\/s13688-017-0098-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,4,20]]},"references-count":32,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,12]]}},"alternative-id":["98"],"URL":"https:\/\/doi.org\/10.1140\/epjds\/s13688-017-0098-4","relation":{},"ISSN":["2193-1127"],"issn-type":[{"value":"2193-1127","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,4,20]]},"assertion":[{"value":"14 December 2016","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 April 2017","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 April 2017","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"2"}}