{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T00:31:29Z","timestamp":1761611489389,"version":"3.28.0"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1109\/ijcnn.2019.8852450","type":"proceedings-article","created":{"date-parts":[[2019,9,30]],"date-time":"2019-09-30T23:44:32Z","timestamp":1569887072000},"page":"1-8","source":"Crossref","is-referenced-by-count":25,"title":["Estimating the effective dimension of large biological datasets using Fisher separability analysis"],"prefix":"10.1109","author":[{"given":"Luca","family":"Albergante","sequence":"first","affiliation":[]},{"given":"Jonathan","family":"Bac","sequence":"additional","affiliation":[]},{"given":"Andrei","family":"Zinovyev","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1126\/science.aaq1723"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-019-09670-4"},{"key":"ref30","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1969.1054365"},{"key":"ref11","first-page":"347362","volume":"2","author":"fukunaga","year":"1982","journal-title":"Pattern Recognition and Reduction of Dimensionality Handbook of Statistics-II"},{"key":"ref12","article-title":"Structures in high-dimensional data: Intrinsic dimension and cluster analysis","author":"johnsson","year":"0","journal-title":"Ph D Dissertation"},{"key":"ref13","first-page":"411","article-title":"Dimensionality estimation, manifold learning and function approximation using tensor voting","volume":"11","author":"mordohai","year":"2010","journal-title":"Journal of Machine Learning Research"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001409007016"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2319"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2004.831130"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2014.02.013"},{"article-title":"Local angles and dimension estimation from data on manifolds","year":"2018","author":"daz","key":"ref18"},{"key":"ref19","article-title":"Intrinsic dimension estimation using simplex volumes","author":"wissel","year":"2018","journal-title":"Ph D Dissertation"},{"key":"ref28","article-title":"Intrinsic dimension estimation of data by principal component analysis","author":"fan","year":"2010","journal-title":"Tech Rep"},{"key":"ref4","article-title":"Principal graphs and manifolds","author":"gorban","year":"2009","journal-title":"Handbook Of Research On Machine Learning Applications and Trends Algorithms Methods and Techniques"},{"key":"ref27","first-page":"777","article-title":"Maximum Likelihood estimation of intrinsic dimension","author":"levina","year":"2004"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.aml.2006.04.022"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2017.0237"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1005573"},{"key":"ref5","article-title":"Robust and scalable learning of data manifolds with complex topologies via ElPiGraph","author":"albergante","year":"2018","journal-title":"CoRR"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2017.07.014"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.07.040"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2015.08.029"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3389\/fnbot.2018.00049"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/759567"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/0167-2789(83)90298-1"},{"key":"ref22","article-title":"The unreasonable effectiveness of small neural ensembles in high-dimensional brain","author":"gorban","year":"2018","journal-title":"Physics of Life Reviews"},{"key":"ref21","article-title":"Multiscale Estimation of Intrinsic Dimensionality of Data Sets","author":"little","year":"2009","journal-title":"Tech Rep"},{"key":"ref24","article-title":"On intrinsic dimension estimation and minimal diffusion maps embeddings of point clouds","author":"lindheim","year":"2018","journal-title":"Master&#x2019;s thesis Freien Universitt Berlin"},{"journal-title":"Lambert W-Function","year":"0","author":"weisstein","key":"ref23"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-11873-y"},{"key":"ref25","first-page":"289","article-title":"Intrinsic dimensionality estimation of sub-manifolds in Rd","author":"hein","year":"2005","journal-title":"Proc of the 22nd Int'l Conf on Machine Learning"}],"event":{"name":"2019 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2019,7,14]]},"location":"Budapest, Hungary","end":{"date-parts":[[2019,7,19]]}},"container-title":["2019 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8840768\/8851681\/08852450.pdf?arnumber=8852450","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T17:48:15Z","timestamp":1658080095000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8852450\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2019.8852450","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}